Xiaojuan Ma, Curriculum Vitae

@article{zheng2025design, title={A design space of animating data-driven transitions in data videos}, author={Zheng, Chengbo and Gao, Tian and Guo, Shunan and Shi, Yang and Ma, Xiaojuan and Cao, Nan}, journal={Journal of Visualization}, pages={1--18}, year={2025}, publisher={Springer}, doi={https://doi.org/10.1007/s12650-025-01066-5} }

Zheng, C., Gao, T., Guo, S., Shi, Y., Ma, X., & Cao, N. (2025). A design space of animating data-driven transitions in data videos. Journal of Visualization, 1-18. https://doi.org/10.1007/s12650-025-01066-5

Zheng, Chengbo, Tian Gao, Shunan Guo, Yang Shi, Xiaojuan Ma, and Nan Cao. "A design space of animating data-driven transitions in data videos." Journal of Visualization (2025): 1-18. https://doi.org/10.1007/s12650-025-01066-5

@ARTICLE{tian2025arrow, author={Tian, Yang and Zhang, Youpeng and Yan, Yukang and Zhao, Shengdong and Ma, Xiaojuan and Shi, Yuanchun}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={AmplitudeArrow: On-the-Go AR Menu Selection Using Consecutive Simple Head Gestures and Amplitude Visualization}, year={2025}, volume={}, number={}, pages={1-15}}

Tian, Y., Zhang, Y., Yan, Y., Zhao, S., Ma, X., & Shi, Y. (2025). AmplitudeArrow: On-the-Go AR Menu Selection Using Consecutive Simple Head Gestures and Amplitude Visualization. IEEE Transactions on Visualization and Computer Graphics.

Tian, Yang, Youpeng Zhang, Yukang Yan, Shengdong Zhao, Xiaojuan Ma, and Yuanchun Shi. "AmplitudeArrow: On-the-Go AR Menu Selection Using Consecutive Simple Head Gestures and Amplitude Visualization." IEEE Transactions on Visualization and Computer Graphics (2025).

@article{li2025metapathvis, title={MetapathVis: Inspecting the Effect of Metapath in Heterogeneous Network Embedding via Visual Analytics}, author={Li, Quan and Tian, Yun and Wang, Xiyuan and Xie, Laixin and Lin, Dandan and Yi, Lingling and Ma, Xiaojuan}, booktitle={Computer Graphics Forum}, pages={e15285}, volumn={44}, issue={1}, year={2025}, organization={Wiley Online Library}, doi={https://doi.org/10.1111/cgf.15285} }

Li, Q., Tian, Y., Wang, X., Xie, L., Lin, D., Yi, L., & Ma, X. (2025). MetapathVis: Inspecting the Effect of Metapath in Heterogeneous Network Embedding via Visual Analytics. Computer Graphics Forum. 44(1): p. e15285.

Li, Quan, Yun Tian, Xiyuan Wang, Laixin Xie, Dandan Lin, Lingling Yi, and Xiaojuan Ma. "MetapathVis: Inspecting the Effect of Metapath in Heterogeneous Network Embedding via Visual Analytics." Computer Graphics Forum, Vol. 44 (1), p. e15285. 2025. https://doi.org/10.1111/cgf.15285

@article{sun2024exploring, author = {Sun, Yuling and Chen, Jiaju and Yao, Bingsheng and Liu, Jiali and Wang, Dakuo and Ma, Xiaojuan and Lu, Yuxuan and Xu, Ying and He, Liang}, title = {Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities}, year = {2024}, issue_date = {November 2024}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {8}, number = {CSCW2}, url = {https://doi.org/10.1145/3687035}, doi = {10.1145/3687035}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = nov, articleno = {496}, numpages = {25}}

Yuling Sun, Jiaju Chen, Bingsheng Yao, Jiali Liu, Dakuo Wang, Xiaojuan Ma, Yuxuan Lu, Ying Xu, and Liang He. 2024. Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities. Proc. ACM Hum.-Comput. Interact. 8, CSCW2, Article 496 (November 2024), 25 pages. https://doi.org/10.1145/3687035

Sun, Y., Chen, J., Yao, B., Liu, J., Wang, D., Ma, X., Lu, Y., Xu, Y., & He, L. (2024). Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities. Proceedings of the ACM on Human-Computer Interaction, 8(CSCW2), 1-25.

@article{zhu2024compositingvis, title={CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments}, author={Zhu, Qian and Lu, Tao and Guo, Shunan and Ma, Xiaojuan and Yang, Yalong}, journal={IEEE Transactions on Visualization and Computer Graphics}, year={2025}, volume={31}, number={1}, pages={591-601}, doi={10.1109/TVCG.2024.3456210}, publisher={IEEE}}

Qian Zhu, Tao Lu, Shunan Guo, Xiaojuan Ma, and Yalong Yang. "CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments." IEEE Transactions on Visualization and Computer Graphics (2024). vol. 31, no. 1, pp. 591-601, Jan. 2025, doi: 10.1109/TVCG.2024.3456210.

Zhu, Q., Lu, T., Guo, S., Ma, X., & Yang, Y. (2024). CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments. IEEE Transactions on Visualization and Computer Graphics. , vol. 31, no. 1, pp. 591-601, Jan. 2025, doi: 10.1109/TVCG.2024.3456210.

@ARTICLE{Wang24Churn, author={Wang, Xiyuan and Xie, Laixin and Wang, He and Xing, Xingxing and Wan, Wei and Wu, Ziming and Ma, Xiaojuan and Li, Quan}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={Deciphering Explicit and Implicit Features for Reliable, Interpretable, and Actionable User Churn Prediction in Online Video Games}, year={2024}, volume={}, number={}, pages={1-18}, keywords={Games;Predictive models;Social networking (online);Prediction algorithms;Computational modeling;Industries;Visual analytics;Reliability;Interviews;Explainable AI;Churn prediction;eXplainable AI;Visual analytics}, doi={10.1109/TVCG.2024.3487974}}

Wang, X., Xie, L., Wang, H., Xing, X., Wan, W., Wu, Z., Ma, X., & Li, Q. (2024). Deciphering Explicit and Implicit Features for Reliable, Interpretable, and Actionable User Churn Prediction in Online Video Games. IEEE Transactions on Visualization and Computer Graphics. doi: 10.1109/TVCG.2024.3487974

Xiyuan Wang, Laixin Xie, He Wang, Xingxing Xing, Wei Wan, Ziming Wu, Xiaojuan Ma, and Quan Li. "Deciphering Explicit and Implicit Features for Reliable, Interpretable, and Actionable User Churn Prediction in Online Video Games." IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3487974

@article{peng2024designquizzer, author = {Peng, Zhenhui and Chen, Qiaoyi and Shen, Zhiyu and Ma, Xiaojuan and Oulasvirta, Antti}, title = {DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design}, year = {2024}, issue_date = {April 2024}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {8}, number = {CSCW1}, url = {https://doi.org/10.1145/3637321}, doi = {10.1145/3637321}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {apr}, articleno = {44}, numpages = {40} }

Peng, Z., Chen, Q., Shen, Z., Ma, X., & Oulasvirta, A. (2024). DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design. Proc. ACM Hum.-Comput. Interact. 8, CSCW1, Article 44, 40 pages.

Zhenhui Peng, Qiaoyi Chen, Zhiyu Shen, Xiaojuan Ma, and Antti Oulasvirta. 2024. DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design. Proc. ACM Hum.-Comput. Interact. 8, CSCW1, Article 44 (April 2024), 40 pages. https://doi.org/10.1145/3637321

@article{hu2024followup, author = {Hu, Jiaxiong and Guo, Jingya and Tang, Ningjing and Ma, Xiaojuan and Yao, Yuan and Yang, Changyuan and Xu, Yingqing}, title = {Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation}, year = {2024}, issue_date = {April 2024}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {8}, number = {CSCW1}, url = {https://doi.org/10.1145/3637320}, doi = {10.1145/3637320}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {apr}, articleno = {43}, numpages = {30} }

Hu, J., Guo, J., Tang, N., Ma, X., Yao, Y., Yang, C., & Xu, Y. (2024). Designing the conversational agent: asking follow-up questions for information elicitation. Proceedings of the ACM on Human-Computer Interaction, 8(CSCW1), 1-30.

Jiaxiong Hu, Jingya Guo, Ningjing Tang, Xiaojuan Ma, Yuan Yao, Changyuan Yang, and Yingqing Xu. 2024. Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation. Proc. ACM Hum.-Comput. Interact. 8, CSCW1, Article 43 (April 2024), 30 pages. https://doi.org/10.1145/3637320

@article{zhu2024reader, title={From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats}, author={Zhu, Qian and Yuan, Linping and Xu, Zian and Yang, Leni and Xia, Meng and Wang, Zhuo and Liang, Hai-Ning and Ma, Xiaojuan}, journal={International Journal of Human-Computer Studies}, volume={181}, pages={103137}, year={2024}, publisher={Elsevier} }

Zhu, Q., Yuan, L., Xu, Z., Yang, L., Xia, M., Wang, Z., Liang, H.N. and Ma, X. (2024). From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats. International Journal of Human-Computer Studies, 181, 103137.

Zhu, Qian, Linping Yuan, Zian Xu, Leni Yang, Meng Xia, Zhuo Wang, Hai-Ning Liang, and Xiaojuan Ma. "From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats." International Journal of Human-Computer Studies 181 (2024): 103137.

@ARTICLE{Shi2024NL2Color, author={Shi, Chuhan and Cui, Weiwei and Liu, Chengzhong and Zheng, Chengbo and Zhang, Haidong and Luo, Qiong and Ma, Xiaojuan}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={NL2Color: Refining Color Palettes for Charts with Natural Language}, year={2024}, volume={30}, number={1}, pages={814-824}, keywords={Image color analysis;Color;Natural languages;Data visualization;Task analysis;Refining;Bars;chart;color palette;natural language;large language model}, doi={10.1109/TVCG.2023.3326522}}

Shi, C., Cui, W., Liu, C., Zheng, C., Zhang, H., Luo, Q., & Ma, X. (2024). NL2Color: Refining Color Palettes for Charts with Natural Language, in IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 1, pp. 814-824, , doi: 10.1109/TVCG.2023.3326522.

Shi, Chuhan, Weiwei Cui, Chengzhong Liu, Chengbo Zheng, Haidong Zhang, Qiong Luo, and Xiaojuan Ma. "NL2Color: Refining Color Palettes for Charts with Natural Language," in IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 1, pp. 814-824, Jan. 2024, doi: 10.1109/TVCG.2023.3326522.

@article{chen2024amplifying, title={Amplifying the music listening experience through song comments on music streaming platforms}, author={Chen, Longfei and Liu, Qianyu and Zhang, Chenyang and Huang, Yangkun and Peng, Zhenhui and Zeng, Haipeng and Sun, Zhida and Ma, Xiaojuan and Li, Quan}, journal={Journal of Visualization}, volume={27}, number={3}, pages={401--419}, year={2024}, publisher={Springer} }

Chen, L., Liu, Q., Zhang, C., Huang, Y., Peng, Z., Zeng, H., Sun, Z., Ma, X. and Li, Q. (2024). Amplifying the music listening experience through song comments on music streaming platforms. Journal of Visualization, 27(3), 401-419.

Chen, Longfei, Qianyu Liu, Chenyang Zhang, Yangkun Huang, Zhenhui Peng, Haipeng Zeng, Zhida Sun, Xiaojuan Ma, and Quan Li. "Amplifying the music listening experience through song comments on music streaming platforms." Journal of Visualization 27, no. 3 (2024): 401-419.

@article{guo2023fandom, author = {Guo, Qingyu and Shi, Chuhan and Yin, Zhuohao and Liu, Chengzhong and Ma, Xiaojuan}, title = {Exploring the Effects of Event-Induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement}, year = {2023}, issue_date = {October 2023}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {7}, number = {CSCW2}, url = {https://doi.org/10.1145/3610063}, doi = {10.1145/3610063}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {oct}, articleno = {272}, numpages = {24}, keywords = {interaction behaviors, content analysis, user engagement, online fandom community} }

Guo, Q., Shi, C., Yin, Z., Liu, C., & Ma, X. (2023). Exploring the Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement. Proc. ACM Hum.-Comput. Interact. 7, CSCW2, Article 272, 24 pages. https://doi.org/10.1145/3610063

Qingyu Guo, Chuhan Shi, Zhuohao Yin, Chengzhong Liu, and Xiaojuan Ma. 2023. Exploring the Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement. Proc. ACM Hum.-Comput. Interact. 7, CSCW2, Article 272 (October 2023), 24 pages. https://doi.org/10.1145/3610063

@article{sun2023wellbeing, author = {Sun, Yuling and Ma, Xiaojuan and Lindtner, Silvia and He, Liang}, title = {Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice}, year = {2023}, issue_date = {October 2023}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {7}, number = {CSCW2}, url = {https://doi.org/10.1145/3610178}, doi = {10.1145/3610178}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {oct}, articleno = {329}, numpages = {29}, keywords = {social justice, caregiving, care worker, agency, identity, workplace wellbeing, data-driven technology} }

Sun, Y., Ma, X., Lindtner, S., & He, L. (2023). Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice. Proc. ACM Hum.-Comput. Interact. 7, CSCW2, Article 329, 29 pages. https://doi.org/10.1145/3610178

Yuling Sun, Xiaojuan Ma, Silvia Lindtner, and Liang He. 2023. Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice. Proc. ACM Hum.-Comput. Interact. 7, CSCW2, Article 329 (October 2023), 29 pages. https://doi.org/10.1145/3610178

@article{sun2023data, author = {Sun, Yuling and Ma, Xiaojuan and Lindtner, Silvia and He, Liang}, title = {Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care}, year = {2023}, issue_date = {April 2023}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {7}, number = {CSCW1}, url = {https://doi.org/10.1145/3579475}, doi = {10.1145/3579475}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {apr}, articleno = {42}, numpages = {28} }

Sun, Y., Ma, X., Lindtner, S., and He, L. (2023). Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care. Proceedings of the ACM on Human-Computer Interaction, 7(CSCW1), Article 42, 28 pages.

Yuling Sun, Xiaojuan Ma, Silvia Lindtner, and Liang He. "Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care". Proc. ACM Hum.-Comput. Interact. 7, CSCW1, Article 42 (April 2023), 28 pages. https://doi.org/10.1145/3579475

@article{tian2023balancing, title={Balancing Accuracy and Speed in Gaze-Touch Grid Menu Selection in AR via Mapping Sub-Menus to a Hand-Held Device}, author={Tian, Yang and Zheng, Yulin and Zhao, Shengdong and Ma, Xiaojuan and Wang, Yunhai}, journal={Sensors}, volume={23}, number={23}, pages={9587}, year={2023}, publisher={MDPI} }

Tian, Y., Zheng, Y., Zhao, S., Ma, X., & Wang, Y. (2023). Balancing Accuracy and Speed in Gaze-Touch Grid Menu Selection in AR via Mapping Sub-Menus to a Hand-Held Device. Sensors, 23(23), 9587.

Tian, Yang, Yulin Zheng, Shengdong Zhao, Xiaojuan Ma, and Yunhai Wang. "Balancing Accuracy and Speed in Gaze-Touch Grid Menu Selection in AR via Mapping Sub-Menus to a Hand-Held Device." Sensors 23, no. 23 (2023): 9587.

@article{Ma22Robot, author = {Ma, Shuai and Sun, Mingfei and Ma, Xiaojuan}, title = {Modeling Adaptive Expression of Robot Learning Engagement and Exploring Its Effects on Human Teachers}, year = {2022}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, issn = {1073-0516}, url = {https://doi.org/10.1145/3571813}, doi = {10.1145/3571813}, note = {Just Accepted}, journal = {ACM Transactions on Computer-Human Interaction}, month = {nov} }

Ma, S., Sun, M., and Ma, X. (2022). Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers. ACM Transactions on Computer-Human Interaction (TOCHI). Just Accepted (November 2022). https://doi.org/10.1145/3571813

Shuai Ma, Mingfei Sun, and Xiaojuan Ma. "Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers". ACM Transactions on Computer-Human Interaction (TOCHI). Just Accepted (November 2022). https://doi.org/10.1145/3571813

@article{Sun22Metaphoraction, author = {Sun, Zhida and Wang, Sitong and Liu, Chengzhong and Ma, Xiaojuan}, title = {Metaphoraction: Support Gesture-Based Interaction Design with Metaphorical Meanings}, year = {2022}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, issn = {1073-0516}, url = {https://doi.org/10.1145/3511892}, doi = {10.1145/3511892}, note = {Just Accepted}, journal = {ACM Transactions on Computer-Human Interaction}, volume={29}, number={5}, pages={1--33} }

Sun, Z., Wang, S., Liu, C., & Ma, X. (2022). Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings. ACM Transactions on Computer-Human Interaction (TOCHI), 29(5), 1-33.

Zhida Sun, Sitong Wang, Chengzhong Liu, and Xiaojuan Ma. "Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings." ACM Transactions on Computer-Human Interaction (TOCHI) 29, no. 5 (2022): 1-33.

@article{Peng22CReBot, author = {Peng, Zhenhui and Liu, Yuzhi, Zhou, Hanqi and Xu, Zuyu and Ma, Xiaojuan}, title = {CReBot: Exploring interactive question prompts for critical paper reading}, year = {2022}, publisher = {Elseviery}, address = {}, issn = {}, url = {https://doi.org/10.1016/j.ijhcs.2022.102898}, doi = {10.1016/j.ijhcs.2022.102898}, volume={167}, pages={102898}, journal = {International Journal of Human - Computer Studies (IJHCS)}, month = {Aug} }

Peng, Z., Liu, Y., Zhou, H., Xu, Z., & Ma, X. (2022). CReBot: Exploring interactive question prompts for critical paper reading. International Journal of Human - Computer Studies (IJHCS). 167 (2022): 102898.

Zhenhui Peng, Yuzhi Liu, Hanqi Zhou, Zuyu Xu, and Xiaojuan Ma. "CReBot: Exploring interactive question prompts for critical paper reading." International Journal of Human - Computer Studies (IJHCS) 167, 102898.

@article{ko2022mobilizing, title={Mobilizing Instrumental Childcare Support for Postpartum Mothers: Needs for and Barriers to Infant-centric Family Informatics Practices in Hong Kong}, author={Ko, Man Ching and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, articleno = {359}, numpages = {40}, pages={1--40}, year={2022}, month={nov}, publisher={ACM New York, NY, USA} }

Ko, M. C., & Ma, X. (2022). Mobilizing Instrumental Childcare Support for Postpartum Mothers: Needs for and Barriers to Infant-centric Family Informatics Practices in Hong Kong. Proceedings of the ACM on Human-Computer Interaction, 6, CSCW2, Article 359 (November 2022), 40 pages.

Man Ching Ko, and Xiaojuan Ma. "Mobilizing Instrumental Childcare Support for Postpartum Mothers: Needs for and Barriers to Infant-centric Family Informatics Practices in Hong Kong." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 359: 1-40.

@article{zhu2022bias, title={Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews}, author={Zhu, Qian and Lo, Leo Yu-Ho and Xia, Meng and Chen, Zixin and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, month = {nov}, articleno = {496}, numpages = {31}, pages={1--31}, year={2022}, publisher={ACM New York, NY, USA} }

Zhu, Q., Lo, L. Y. H., Xia, M., Chen, Z., & Ma, X. (2022). Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 496, 31 pages.

Qian Zhu, Leo Yu-Ho Lo, Meng Xia, Zixin Chen, and Xiaojuan Ma. "Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 496: 1-31.

@article{xia2022persua, title={Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion}, author={Xia, Meng and Zhu, Qian and Wang, Xingbo and Nie, Fei and Qu, Huamin and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, month = {nov}, articleno = {319}, numpages = {30}, pages={1--30}, year={2022}, publisher={ACM New York, NY, USA} }

Xia, M., Zhu, Q., Wang, X., Nie, F., Qu, H., & Ma, X. (2022). Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 319, 30 pages.

Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, and Xiaojuan Ma. "Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 319: 1-30.

@article{liu2022planhelper, title={PlanHelper: Supporting Activity Plan Construction with Answer Posts in Community-based QA Platforms}, author={Liu, Chengzhong and Huang, Zeyu and Liu, Dingdong and Zhou, Shixu and Peng, Zhenhui and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, month = {nov}, articleno = {454}, numpages = {26}, pages={1--26}, year={2022}, publisher={ACM New York, NY, USA} }

Liu, C., Huang, Z., Liu, D., Zhou, S., Peng, Z., & Ma, X. (2022). PlanHelper: Supporting Activity Plan Construction with Answer Posts in Community-based QA Platforms. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 454, 26 pages.

Chengzhong Liu, Zeyu Huang, Dingdong Liu, Shixu Zhou, Zhenhui Peng, and Xiaojuan Ma. "PlanHelper: Supporting Activity Plan Construction with Answer Posts in Community-based QA Platforms." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 454: 1-26.

@article{hadi2022users, title={What Do Users Think of Promotional Gamification Schemes? A Qualitative Case Study in a Question Answering Website}, author={Hadi Mogavi, Reza and Zhang, Yuanhao and Haq, Ehsan-Ul and Wu, Yongjin and Hui, Pan and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, month = {nov}, articleno = {399}, numpages = {34}, pages={1--34}, year={2022}, publisher={ACM New York, NY, USA} }

Hadi Mogavi, R., Zhang, Y., Haq, E. U., Wu, Y., Hui, P., & Ma, X. (2022). What Do Users Think of Promotional Gamification Schemes? A Qualitative Case Study in a Question Answering Website. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 399, 34 pages.

Reza Hadi Mogavi, Yuanhao Zhang, Ehsan-Ul Haq, Yongjin Wu, Pan Hui, and Xiaojuan Ma. "What Do Users Think of Promotional Gamification Schemes? A Qualitative Case Study in a Question Answering Website." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 399: 1-34.

@article{hadi2022more, title={More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website}, author={Hadi Mogavi, Reza and Haq, Ehsan-Ul and Gujar, Sujit and Hui, Pan and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={6}, number={CSCW2}, month = {nov}, articleno = {452}, numpages = {32}, pages={1--32}, year={2022}, publisher={ACM New York, NY, USA} }

Hadi Mogavi, R., Haq, E. U., Gujar, S., Hui, P., & Ma, X. (2022). More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 452, 32 pages.

Reza Hadi Mogavi, Ehsan-Ul Haq, Sujit Gujar, Pan Hui, and Xiaojuan Ma. "More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website." Proceedings of the ACM on Human-Computer Interaction 6, no. CSCW2 (2022), Article 452: 1-32.

@ARTICLE{Shi22MedChemLens, author={Shi, Chuhan and Nie, Fei and Hu, Yicheng and Xu, Yige and Chen, Lei and Ma, Xiaojuan and Luo, Qiong}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry}, year={2022}, volume={29}, number={1}, pages={1-11}, doi={10.1109/TVCG.2022.3209434}}

Shi, C., Nie, F., Hu, Y., Xu, Y., Chen, L., Ma, X., & Luo, Q. (2022). MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry. IEEE Transactions on Visualization and Computer Graphics (TVCG). 29(1), 63-73. doi: 10.1109/TVCG.2022.3209434

Chuhan Shi, Fei Nie, Yicheng Hu, Yige Xu, Lei Chen, Xiaojuan Ma, and Qiong Luo. "MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry." IEEE Transactions on Visualization and Computer Graphics 29, no. 1 (2022): 63-73..

@ARTICLE{Liu22RankAxis, author={Liu, Qiangqiang and Ren, Yukun and Zhu, Zhihua and Li, Dai and Ma, Xiaojuan and Li, Quan}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration}, year={2022}, volume={}, number={}, pages={1-11}, doi={10.1109/TVCG.2022.3209463}}

Liu, Q., Ren, Y., Zhu, Z., Li, D., Ma, X., & Li, Q. (2022). RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration. IEEE Transactions on Visualization and Computer Graphics (TVCG). doi: 10.1109/TVCG.2022.3209463.

Qiangqiang Liu, Yukun Ren, Zhihua Zhu, Dai Li, Xiaojuan Ma, and Quan Li. "RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration." IEEE Transactions on Visualization and Computer Graphics (2022).

@ARTICLE{Zhang22PromotionLens, author={Zhang, Chenyang and Wang, Xiyuan and Zhao, Chuyi and Ren, Yijing and Zhang, Tianyu and Peng, Zhenhui and Fan, Xiaomeng and Ma, Xiaojuan and Li, Quan}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={PromotionLens: Inspecting Promotion Strategies of Online E-commerce Via Visual Analytics}, year={2022}, volume={}, number={}, pages={1-11}, doi={10.1109/TVCG.2022.3209440}}

Zhang, C., Wang, X., Zhao, C., Ren, Y., Zhang, T., Peng, Z., Fan, X., Ma, X. and Li, Q. (2022). PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics. IEEE Transactions on Visualization and Computer Graphics (TVCG). doi: 10.1109/TVCG.2022.3209440.

Chenyang Zhang, Xiyuan Wang, Chuyi Zhao, Yijing Ren, Tianyu Zhang, Zhenhui Peng, Xiaomeng Fan, Xiaojuan Ma, and Quan Li. "PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics." IEEE Transactions on Visualization and Computer Graphics (2022).

@article{liu2022urban, author = {Liu, Hao and Guo, Qingyu and Zhu, Hengshu and Fu, Yanjie and Zhuang, Fuzhen and Ma, Xiaojuan and Xiong, Hui}, title = {Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective}, year = {2023}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, issn = {1556-4681}, volume = {17}, number = {5}, issn = {1556-4681}, url = {https://doi.org/10.1145/3568683}, doi = {10.1145/3568683}, issue_date = {June 2023}, month = {feb}, articleno = {68}, numpages = {24}, url = {https://doi.org/10.1145/3568683}, doi = {10.1145/3568683}, journal = {ACM Transactions on Knowledge Discovery in Data}, month = {nov}}

Liu, H., Guo, Q., Zhu, H., Fu, Y., Zhuang, F., Ma, X., & Xiong, H. (2022). Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. ACM Transactions on Knowledge Discovery in Data (TKDD). 17, 5, Article 68 (June 2023), 24 pages. doi: 10.1145/3568683.

Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, and Hui Xiong. 2022. Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. ACM Trans. Knowl. Discov. Data. 17, 5, Article 68 (June 2023), 24 pages. https://doi.org/10.1145/3568683

@sun2022micro, author = {Sun, Yuling and Ma, Xiaojuan and Ye, Kai and He, Liang}, title = {Investigating Crowdworkers' Identify, Perception and Practices in Micro-Task Crowdsourcing}, year = {2022}, issue_date = {January 2022}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {6}, number = {GROUP}, url = {https://doi.org/10.1145/3492854}, doi = {10.1145/3492854}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {jan}, articleno = {35}, numpages = {20} }

Sun, Y., Ma, X., Ye, K., and He, L. (2022). Investigating Crowdworkers' Identify, Perception and Practices in Micro-Task Crowdsourcing. Proc. ACM Hum.-Comput. Interact. 6, GROUP, Article 35, 20 pages. https://doi.org/10.1145/3492854

Yuling Sun, Xiaojuan Ma, Kai Ye, and Liang He. 2022. Investigating Crowdworkers' Identify, Perception and Practices in Micro-Task Crowdsourcing. Proc. ACM Hum.-Comput. Interact. 6, GROUP, Article 35 (January 2022), 20 pages. https://doi.org/10.1145/3492854

@ARTICLE{Jiang22Traffic, author={Jiang, Zhihan and He, Xin and Lu, Chenhui and Zhou, Binbin and Fan, Xiaoliang and Wang, Cheng and Ma, Xiaojuan and Ngai, Edith C.H. and Chen, Longbiao}, journal={IEEE Transactions on Intelligent Transportation Systems}, title={Understanding Drivers’ Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation}, year={2022}, volume={}, number={}, pages={1-15}, doi={10.1109/TITS.2022.3204068}}

Jiang, Z., He, X., Lu, C., Zhou, B., Fan, X., Wang, C., Ma, X., Ngai, E.C. and Chen, L. (2022). Understanding Drivers’ Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation. IEEE Transactions on Intelligent Transportation Systems (TITS). doi: 10.1109/TITS.2022.3204068.

Jiang, Zhihan, Xin He, Chenhui Lu, Binbin Zhou, Xiaoliang Fan, Cheng Wang, Xiaojuan Ma, Edith CH Ngai, and Longbiao Chen. "Understanding Drivers’ Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation." IEEE Transactions on Intelligent Transportation Systems (2022).

@ARTICLE{Jiang21CrowdPatrol, author={Jiang, Zhihan and Zhu, Hang and Zhou, Binbin and Lu, Chenhui and Sun, Mingfei and Ma, Xiaojuan and Fan, Xiaoliang and Wang, Cheng and Chen, Longbiao}, journal={IEEE Transactions on Mobile Computing}, title={CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling}, year={2021}, volume={}, number={}, pages={1-1}, doi={10.1109/TMC.2021.3110592}}

Jiang, Z., Zhu, H., Zhou, B., Lu, C., Sun, M., Ma, X., Fan, X., Wang, C. and Chen, L. (2021). CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling. IEEE Transactions on Mobile Computing.

Zhihan Jiang, Hang Zhu, Binbin Zhou, Chenhui Lu, Mingfei Sun, Xiaojuan Ma, Xiaoliang Fan, Cheng Wang, and Longbiao Chen. "CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling." IEEE Transactions on Mobile Computing (2021).

@ARTICLE{Li21Horizontal, author={Li, Quan and Wei, Xiguang and Lin, Huanbin and Liu, Yang and Chen, Tianjian and Ma, Xiaojuan}, journal={IEEE Transactions on Visualization and Computer Graphics}, title={Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics}, year={2021}, volume={}, number={}, pages={1-1}, doi={10.1109/TVCG.2021.3074010}}

Li, Q., Wei, X., Lin, H., Liu, Y., Chen, T., & Ma, X. (2021). Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics. IEEE Transactions on Visualization and Computer Graphics.

Quan Li, Xiguang Wei, Huanbin Lin, Yang Liu, Tianjian Chen, and Xiaojuan Ma. "Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics." IEEE Transactions on Visualization and Computer Graphics (2021).

@article{Sun2021LfD, title={Investigating the Effects of Robot Engagement Communication on Learning from Demonstration}, author={Sun, Mingfei and Peng, Zhenhui and Xia, Meng and Ma, Xiaojuan}, journal={International Journal of Social Robotics}, pages={1--18}, year={2021}, publisher={Springer}, doi={10.1007/s12369-021-00825-2} }

Sun, M., Peng, Z., Xia, M., & Ma, X. (2021). Investigating the Effects of Robot Engagement Communication on Learning from Demonstration. International Journal of Social Robotics, 1-18.

Mingfei Sun, Zhenhui Peng, Meng Xia, and Xiaojuan Ma. "Investigating the Effects of Robot Engagement Communication on Learning from Demonstration." International Journal of Social Robotics (2021): 1-18.

@article{Mogavi21Dropout, author = {Hadi Mogavi, Reza and Ma, Xiaojuan and Hui, Pan}, title = {Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites}, year = {2021}, issue_date = {April 2021}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {5}, number = {CSCW1}, url = {https://doi.org/10.1145/3449086}, doi = {10.1145/3449086}, journal = {Proceedings of the ACM on Human-Computer Interaction}, month = {apr}, articleno = {12}, numpages = {22} }

Mogavi, R. H., Ma, X., & Hui, P. (2021). Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites. Proceedings of the ACM on Human-Computer Interaction. 5, CSCW1, Article 12 (April 2021), 22 pages.

Reza Hadi Mogavi, Xiaojuan Ma, and Pan Hui. "Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites". Proceedings of the ACM on Human-Computer Interaction. 5, CSCW1, Article 12 (April 2021), 22 pages.

@article{Wang21CASS, author = {Wang, Liuping and Wang, Dakuo and Tian, Feng and Peng, Zhenhui and Fan, Xiangmin and Zhang, Zhan and Yu, Mo and Ma, Xiaojuan and Wang, Hongan}, title = {CASS: Towards Building a Social-Support Chatbot for Online Health Community}, year = {2021}, issue_date = {April 2021}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {5}, number = {CSCW1}, url = {https://doi.org/10.1145/3449083}, doi = {10.1145/3449083}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {apr}, articleno = {9}, numpages = {31} }

Wang, L., Wang, D., Tian, F., Peng, Z., Fan, X., Zhang, Z., Yu, M., Ma, X. and Wang, H. (2021). Cass: Towards building a social-support chatbot for online health community. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 1-31.

Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Mo Yu, Xiaojuan Ma, and Hongan Wang. "Cass: Towards building a social-support chatbot for online health community." Proceedings of the ACM on Human-Computer Interaction 5, no. CSCW1 (2021): 1-31.

@article{sun2020stress, title={Fostering engagement in technology-mediated stress management: A comparative study of biofeedback designs}, author={Sun, Zhida and Reani, Manuele and Li, Quan and Ma, Xiaojuan}, journal={International Journal of Human-Computer Studies}, volume={140}, pages={102430}, year={2020}, publisher={Elsevier} }

Sun, Z., Reani, M., Li, Q., & Ma, X. (2020). Fostering engagement in technology-mediated stress management: A comparative study of biofeedback designs. International Journal of Human-Computer Studies, 140, 102430.

Zhida Sun, Manuele Reani, Quan Li, and Xiaojuan Ma. "Fostering engagement in technology-mediated stress management: A comparative study of biofeedback designs." International Journal of Human-Computer Studies 140 (2020): 102430.

@article{kim2019love, title={Love in lyrics: An exploration of supporting textual manifestation of affection in social messaging}, author={Kim, Taewook and Lee, Jung Soo and Peng, Zhenhui and Ma, Xiaojuan}, journal={Proceedings of the ACM on Human-Computer Interaction}, volume={3}, number={CSCW}, pages={1--27}, year={2019}, publisher={ACM New York, NY, USA} }

Kim, T., Lee, J. S., Peng, Z., & Ma, X. (2019). Love in lyrics: An exploration of supporting textual manifestation of affection in social messaging. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW), 1-27.

Taewook Kim, Jung Soo Lee, Zhenhui Peng, and Xiaojuan Ma. "Love in lyrics: An exploration of supporting textual manifestation of affection in social messaging." Proceedings of the ACM on Human-Computer Interaction 3, no. CSCW (2019): 1-27.

@article{wang2019mobile, title={Mobile crowdsourcing task allocation with differential-and-distortion geo-obfuscation}, author={Wang, Leye and Yang, Dingqi and Han, Xiao and Zhang, Daqing and Ma, Xiaojuan}, journal={IEEE Transactions on Dependable and Secure Computing}, volume={18}, number={2}, pages={967--981}, year={2019}, publisher={IEEE} }

Wang, L., Yang, D., Han, X., Zhang, D., & Ma, X. (2019). Mobile crowdsourcing task allocation with differential-and-distortion geo-obfuscation. IEEE Transactions on Dependable and Secure Computing, 18(2), 967-981.

Leye Wang, Dingqi Yang, Xiao Han, Daqing Zhang, and Xiaojuan Ma. "Mobile crowdsourcing task allocation with differential-and-distortion geo-obfuscation." IEEE Transactions on Dependable and Secure Computing 18, no. 2 (2019): 967-981.

@article{Ma2018AtD, author = {Ma, Xiaojuan and Gui, Xinning and Fan, Jiayue and Zhao, Mingqian and Chen, Yunan and Zheng, Kai}, title = {Professional Medical Advice at Your Fingertips: An Empirical Study of an Online "Ask the Doctor" Platform}, year = {2018}, issue_date = {November 2018}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {2}, number = {CSCW}, url = {https://doi.org/10.1145/3274385}, doi = {10.1145/3274385}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {nov}, articleno = {116}, numpages = {22} }

Ma, X., Gui, X., Fan, J., Zhao, M., Chen, Y., & Zheng, K. (2018). Professional Medical Advice at your Fingertips: An empirical study of an online" Ask the Doctor" platform. Proceedings of the ACM on Human-Computer Interaction, 2(CSCW), 1-22.

Xiaojuan Ma, Xinning Gui, Jiayue Fan, Mingqian Zhao, Yunan Chen, and Kai Zheng. "Professional Medical Advice at your Fingertips: An empirical study of an online" Ask the Doctor" platform." Proceedings of the ACM on Human-Computer Interaction 2, no. CSCW (2018): 1-22.

@article{wu2018color, author = {Wu, Ziming and Sun, Zhida and Kim, Taewook and Reani, Manuele and Jay, Caroline and Ma, Xiaojuan}, title = {Mediating Color Filter Exploration with Color Theme Semantics Derived from Social Curation Data}, year = {2018}, issue_date = {November 2018}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {2}, number = {CSCW}, url = {https://doi.org/10.1145/3274456}, doi = {10.1145/3274456}, journal = {Proc. ACM Hum.-Comput. Interact.}, month = {nov}, articleno = {187}, numpages = {24} }

Wu, Z., Sun, Z., Kim, T., Reani, M., Jay, C., & Ma, X. (2018). Mediating color filter exploration with color theme semantics derived from social curation data. Proceedings of the ACM on Human-Computer Interaction, 2(CSCW), 1-24.

Ziming Wu, Zhida Sun, Taewook Kim, Manuele Reani, Caroline Jay, and Xiaojuan Ma. "Mediating color filter exploration with color theme semantics derived from social curation data." Proceedings of the ACM on Human-Computer Interaction 2, no. CSCW (2018): 1-24.

@article{Ma16Medical, title={Developing design guidelines for a visual vocabulary of electronic medical information to improve health literacy}, author={Ma, Xiaojuan}, journal={Interacting with Computers}, volume={28}, number={2}, pages={151--169}, year={2016}, publisher={Oxford University Press}, doi={10.1093/iwc/iwv025} }

Ma, X. (2016). Developing design guidelines for a visual vocabulary of electronic medical information to improve health literacy. Interacting with Computers, 28(2), 151-169.

Xiaojuan Ma. "Developing design guidelines for a visual vocabulary of electronic medical information to improve health literacy." Interacting with Computers 28, no. 2 (2016): 151-169.

@article{Ma14IDJ, title={Data-driven techniques to assist design of perceptually effective visual displays.}, author={Ma, Xiaojuan}, journal={Information Design Journal (IDJ)}, volume={21}, number={3}, year={2014} }

Ma, X. (2014). Data-driven techniques to assist design of perceptually effective visual displays. Information Design Journal (IDJ), 21(3).

Xiaojuan Ma. "Data-driven techniques to assist design of perceptually effective visual displays." Information Design Journal (IDJ) 21, no. 3 (2014).

@inproceedings{lyu2025signaling, author = {Lyu, Hanfang and Wang, Xiaoyu and Zhang, Nandi and Ma, Shuai and Zhu, Qian and Luo, Yuhan and Tsung, Fugee and Ma, Xiaojuan}, title = {Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3714235}, doi = {10.1145/3706598.3714235}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {603}, numpages = {21}, keywords = {understanding social cues, social service robot, robot morphology, conversation role, human-robot interaction, elicitation study.}, location = {Yokohama, Japan}, series = {CHI '25}}

Hanfang Lyu, Xiaoyu Wang, Nandi Zhang, Shuai Ma, Qian Zhu, Yuhan Luo, Fugee Tsung, and Xiaojuan Ma. 2025. Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 603, 1–21. https://doi.org/10.1145/3706598.3714235

Lyu, H., Wang, X., Zhang, N., Ma, S., Zhu, Q., Luo, Y., Tsung, F., & Ma, X. (2025, April). Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-21).

@inproceedings{ma2025deliberation, author = {Ma, Shuai and Chen, Qiaoyi and Wang, Xinru and Zheng, Chengbo and Peng, Zhenhui and Yin, Ming and Ma, Xiaojuan}, title = {Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713423}, doi = {10.1145/3706598.3713423}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {261}, numpages = {23}, keywords = {AI-Assisted Decision-making, Human-AI Collaboration, Deliberation, Appropriate Reliance, Large Language Models}, location = {Yokohama, Japan}, series = {CHI '25}}

Shuai Ma, Qiaoyi Chen, Xinru Wang, Chengbo Zheng, Zhenhui Peng, Ming Yin, and Xiaojuan Ma. 2025. Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 261, 1–23. https://doi.org/10.1145/3706598.3713423

Ma, S., Chen, Q., Wang, X., Zheng, C., Peng, Z., Yin, M., & Ma, X. (2025, April). Towards human-ai deliberation: Design and evaluation of llm-empowered deliberative ai for ai-assisted decision-making. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-23).

@inproceedings{lei2025afterlife, author = {Lei, Ying and Ma, Shuai and Sun, Yuling and Ma, Xiaojuan}, title = {"AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713933}, doi = {10.1145/3706598.3713933}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {981}, numpages = {18}, keywords = {Generative AI, Agent, Afterlife, Digital Legacy, Perception, Expectation, Concern, Design}, location = {Yokohama, Japan}, series = {CHI '25}}

Ying Lei, Shuai Ma, Yuling Sun, and Xiaojuan Ma. 2025. "AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 981, 1–18. https://doi.org/10.1145/3706598.3713933

Lei, Y., Ma, S., Sun, Y., & Ma, X. (2025, April). "AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-18).

@inproceedings{pan2025acknowledge, author = {Pan, Ziqi and Zhang, Xiucheng and Li, Zisu and Peng, Zhenhui and Fan, Mingming and Ma, Xiaojuan}, title = {ACKnowledge: A Computational Framework for Human Compatible Affordance-based Interaction Planning in Real-world Contexts}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713791}, doi = {10.1145/3706598.3713791}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {892}, numpages = {20}, keywords = {Affordance-based Interaction Planning, Real-world Context, Human Compatible}, location = {Yokohama, Japan}, series = {CHI '25}}

Ziqi Pan, Xiucheng Zhang, Zisu Li, Zhenhui Peng, Mingming Fan, and Xiaojuan Ma. 2025. ACKnowledge: A Computational Framework for Human Compatible Affordance-based Interaction Planning in Real-world Contexts. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 892, 1–20. https://doi.org/10.1145/3706598.3713791

Pan, Z., Zhang, X., Li, Z., Peng, Z., Fan, M., & Ma, X. (2025, April). ACKnowledge: A Computational Framework for Human Compatible Affordance-based Interaction Planning in Real-world Contexts. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-20).

@inproceedings{zhang2025coknowledge, author = {Zhang, Yuanhao and Wang, Yumeng and Wang, Xiyuan and He, Changyang and Huang, Chenliang and Ma, Xiaojuan}, title = {CoKnowledge: Supporting Assimilation of Time-synced Collective Knowledge in Online Science Videos}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713682}, doi = {10.1145/3706598.3713682}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {632}, numpages = {22}, keywords = {Collective Knowledge, Online Video Platforms, Danmaku, Science Communication}, location = {Yokohama, Japan}, series = {CHI '25}}

Yuanhao Zhang, Yumeng Wang, Xiyuan Wang, Changyang He, Chenliang Huang, and Xiaojuan Ma. 2025. CoKnowledge: Supporting Assimilation of Time-synced Collective Knowledge in Online Science Videos. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 632, 1–22. https://doi.org/10.1145/3706598.3713682

Zhang, Y., Wang, Y., Wang, X., He, C., Huang, C., & Ma, X. (2025, April). CoKnowledge: Supporting Assimilation of Time-synced Collective Knowledge in Online Science Videos. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-22).

@inproceedings{Li2025InsightBridge, author = {Li, Junze and Zhang, Yue and Zheng, Chengbo and Liu, Dingdong and Huang, Zeyu and Ma, Xiaojuan}, title = {InsightBridge: Enhancing Empathizing with Users through Real-Time Information Synthesis and Visual Communication}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713640}, doi = {10.1145/3706598.3713640}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {167}, numpages = {15}, keywords = {User-centered Design, Human-AI Collaboration, Empathy Map, Visual Communication}, location = { }, series = {CHI '25}}

Junze Li, Yue Zhang, Chengbo Zheng, Dingdong Liu, Zeyu Huang, and Xiaojuan Ma. "InsightBridge: Enhancing Empathizing with Users through Real-Time Information Synthesis and Visual Communication." In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, pp. 1-15. 2025.

Li, J., Zhang, Y., Zheng, C., Liu, D., Huang, Z., & Ma, X. (2025, April). InsightBridge: Enhancing Empathizing with Users through Real-Time Information Synthesis and Visual Communication. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-15).

@inproceedings{Liu2025Scaffold, author = {Liu, Dingdong and Zhang, Yujing and Zhao, Bolin and Ma, Shuai and Shi, Chuhan and Ma, Xiaojuan}, title = {Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3714196}, doi = {10.1145/3706598.3714196}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {643}, numpages = {23}, keywords = {User-centered Design, Human-AI Collaboration, Empathy Map, Visual Communication}, location = {Yokohama, Japan}, series = {CHI '25}}

Liu, Dingdong, Yujing Zhang, Bolin Zhao, Shuai Ma, Chuhan Shi, and Xiaojuan Ma. "Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews." In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, pp. 1-23. 2025.

Liu, D., Zhang, Y., Zhao, B., Ma, S., Shi, C., & Ma, X. (2025, April). Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-23).

@inproceedings{ma2025dbox, author = {Ma, Shuai and Wang, Junling and Zhang, Yuanhao and Ma, Xiaojuan and Wang, April Yi}, title = {DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713748}, doi = {10.1145/3706598.3713748}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {585}, numpages = {20}, keywords = {Programming Learning, Self-Paced Learning, Large Language Models, AI for Coding, Human-AI Collaboration}, location = {Yokohama, Japan}, series = {CHI '25}}

Shuai Ma, Junling Wang, Yuanhao Zhang, Xiaojuan Ma, and April Yi Wang. 2025. DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 585, 1–20. https://doi.org/10.1145/3706598.3713748

Ma, S., Wang, J., Zhang, Y., Ma, X., & Wang, A. Y. (2025). DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 585, 1–20. https://doi.org/10.1145/3706598.3713748

@inproceedings{li2025interecon, author = {Li, Zisu and Li, Jiawei and Xiong, Zeyu and Zhang, Shumeng and Faruqi, Faraz and Mueller, Stefanie and Liang, Chen and Ma, Xiaojuan and Fan, Mingming}, title = {InteRecon: Towards Reconstructing Interactivity of Personal Memorable Items in Mixed Reality}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713882}, doi = {10.1145/3706598.3713882}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {833}, numpages = {19}, keywords = {Mixed/Augmented Reality, interactive 3D reconstruction, personal memory archive, physical reconstruction}, location = {Yokohama, Japan}, series = {CHI '25}}

Zisu Li, Jiawei Li, Zeyu Xiong, Shumeng Zhang, Faraz Faruqi, Stefanie Mueller, Chen Liang, Xiaojuan Ma, and Mingming Fan. 2025. InteRecon: Towards Reconstructing Interactivity of Personal Memorable Items in Mixed Reality. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 833, 1–19. https://doi.org/10.1145/3706598.3713882

Li, Z., Li, J., Xiong, Z., Zhang, S., Faruqi, F., Mueller, S., Liang, C., Ma, X., & Fan, M. (2025). InteRecon: Towards Reconstructing Interactivity of Personal Memorable Items in Mixed Reality. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 833, 1–19. https://doi.org/10.1145/3706598.3713882

@inproceedings{zhou2025journalaide, author = {Zhou, Shixu and Lin, Weiyue and Xu, Zuyu and Wei, Xiaoying and Huang, Raoyi and Ma, Xiaojuan and Fan, Mingming}, title = {JournalAIde: Empowering Older Adults in Digital Journal Writing}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713339}, doi = {10.1145/3706598.3713339}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {667}, numpages = {19}, keywords = {Older adults’ creativity; Digital journal writing; Accessibility}, location = {Yokohama, Japan}, series = {CHI '25}}

Shixu Zhou, Weiyue Lin, Zuyu Xu, Xiaoying Wei, Raoyi Huang, Xiaojuan Ma, and Mingming Fan. 2025. JournalAIde: Empowering Older Adults in Digital Journal Writing. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 667, 1–19. https://doi.org/10.1145/3706598.3713339

Zhou, S., Lin, W., Xu, Z., Wei, X., Huang, R., Ma, X., & Fan, M. (2025, April). JournalAIde: Empowering Older Adults in Digital Journal Writing. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-19).

@inproceedings{tang2025screenwriter, author = {Tang, Yuying and Li, Haotian and Lan, Minghe and Ma, Xiaojuan and Qu, Huamin}, title = {Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3714120}, doi = {10.1145/3706598.3714120}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {26}, numpages = {18}, keywords = {Creativity Support; Screenwriting; Qualitative Methods; Human-AI Co-Creation}, location = {Yokohama, Japan}, series = {CHI '25}}

Yuying Tang, Haotian Li, Minghe Lan, Xiaojuan Ma, and Huamin Qu. 2025. Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 26, 1–18. https://doi.org/10.1145/3706598.3714120

Tang, Y., Li, H., Lan, M., Ma, X., & Qu, H. (2025). Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 26, 1–18. https://doi.org/10.1145/3706598.3714120

@inproceedings{chen2025children, author = {Chen, Jiaju and Tang, Minglong and Lu, Yuxuan and Yao, Bingsheng and Fan, Elissa and Ma, Xiaojuan and Xu, Ying and Wang, Dakuo and Sun, Yuling and He, Liang}, title = {Characterizing LLM-Empowered Personalized Story Reading and Interaction for Children: Insights From Multi-Stakeholder Perspectives}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3713275}, doi = {10.1145/3706598.3713275}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {1002}, numpages = {24}, keywords = {Children, AI, Large Language Model, Story-Reading, Interaction, Personalization, Guided Conversation, Design}, location = {Yokohama, Japan}, series = {CHI '25}}

Jiaju Chen, Minglong Tang, Yuxuan Lu, Bingsheng Yao, Elissa Fan, Xiaojuan Ma, Ying Xu, Dakuo Wang, Yuling Sun, and Liang He. 2025. Characterizing LLM-Empowered Personalized Story Reading and Interaction for Children: Insights From Multi-Stakeholder Perspectives. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 1002, 1–24. https://doi.org/10.1145/3706598.3713275

Chen, J., Tang, M., Lu, Y., Yao, B., Fan, E., Ma, X., Xu, Y., Wang, D., Sun, Y., & He, L. (2025). Characterizing LLM-Empowered Personalized Story-Reading and Interaction for Children: Insights from Multi-Stakeholder Perspectives. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 1002, 1–24. https://doi.org/10.1145/3706598.3713275

@inproceedings{sun2025dual, author = {Sun, Yuling and Chen, Jiaju and Zhou, Xiaomu and Ma, Xiaojuan and Yao, Bingsheng and Zhang, Kai and He, Liang and Wang, Dakuo}, title = {Live-Streaming-Based Dual-Teacher Classes for Equitable Education: Insights and Challenges From Local Teachers' Perspective in Disadvantaged Areas}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3714232}, doi = {10.1145/3706598.3714232}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {1046}, numpages = {18}, keywords = {Education, Remote Education, Technology, Live-streaming, China, Teachers, Disadvantaged Area, Education Equality, Education Equity}, location = {Yokohama, Japan}, series = {CHI '25}}

Yuling Sun, Jiaju Chen, Xiaomu Zhou, Xiaojuan Ma, Bingsheng Yao, Kai Zhang, Liang He, and Dakuo Wang. 2025. Live-Streaming-Based Dual-Teacher Classes for Equitable Education: Insights and Challenges From Local Teachers' Perspective in Disadvantaged Areas. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 1046, 1–18. https://doi.org/10.1145/3706598.3714232

Sun, Y., Chen, J., Zhou, X., Ma, X., Yao, B., Zhang, K., He, L., & Wang, D. (2025, April). Live-Streaming-Based Dual-Teacher Classes for Equitable Education: Insights and Challenges From Local Teachers' Perspective in Disadvantaged Areas. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-18).

@inproceedings{bao2025qcm, author = {Bao, Xiyu and Lv, Gaorong and Bian, Yulong and Gai, Wei and Xin, Shiqing and Luan, Hongqiu and Ma, Xiaojuan and Yang, Chenglei}, title = {QCM: A Curvature Manipulation Method to Suppress Discomfort in Redirected Walking}, year = {2025}, isbn = {9798400713941}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3706598.3714116}, doi = {10.1145/3706598.3714116}, booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems}, articleno = {613}, numpages = {17}, keywords = {Redirected walking, Curvature gain, Bending gain, Dynamic change, Discomfort}, location = {Yokohama, Japan}, series = {CHI '25}}

Bao, X., Lv, G., Bian, Y., Gai, W., Xin, S., Luan, H., Ma, X., & Yang, C. (2025, April). QCM: A Curvature Manipulation Method to Suppress Discomfort in Redirected Walking. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-17).

Xiyu Bao, Gaorong Lv, Yulong Bian, Wei Gai, Shiqing Xin, Hongqiu Luan, Xiaojuan Ma, and Chenglei Yang. 2025. QCM: A Curvature Manipulation Method to Suppress Discomfort in Redirected Walking. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 613, 1–17. https://doi.org/10.1145/3706598.3714116

@inproceedings{zheng2024disciplink, author = {Zheng, Chengbo and Zhang, Yuanhao and Huang, Zeyu and Shi, Chuhan and Xu, Minrui and Ma, Xiaojuan}, title = {DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration}, year = {2024}, isbn = {9798400706288}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3654777.3676366}, doi = {10.1145/3654777.3676366}, booktitle = {Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology}, articleno = {91}, numpages = {20}, keywords = {Human-AI Collaboration, Information Retrieval, Interdisciplinary Research}, location = {Pittsburgh, PA, USA}, series = {UIST '24}}

Chengbo Zheng, Yuanhao Zhang, Zeyu Huang, Chuhan Shi, Minrui Xu, and Xiaojuan Ma. 2024. DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration. In Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST '24). Association for Computing Machinery, New York, NY, USA, Article 91, 1–20. https://doi.org/10.1145/3654777.3676366

Zheng, C., Zhang, Y., Huang, Z., Shi, C., Xu, M., & Ma, X. (2024, October). DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration. In Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (pp. 1-20).

@inproceedings{Hu2024Scaffolding, author = {Hu, Jiaxiong and Li, Junze and Zeng, Yuhang and Yang, Dongjie and Liang, Danxuan and Meng, Helen and Ma, Xiaojuan}, title = {Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642960}, doi = {10.1145/3613904.3642960}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {70}, numpages = {21}, keywords = {Aging, Conversational Agent, Health, Neurocognitive Disorder Screening, Scaffolding}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Hu, J., Li, J., Zeng, Y., Yang, D., Liang, D., Meng, H., & Ma, X. (2024, May). Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 70, 1–21. https://doi.org/10.1145/3613904.3642960

Hu, Jiaxiong, Junze Li, Yuhang Zeng, Dongjie Yang, Danxuan Liang, Helen Meng, and Xiaojuan Ma. "Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 70, 1–21. 2024. https://doi.org/10.1145/3613904.3642960

@inproceedings{Huang2024Frisson, author = {Huang, Zeyu and Cao, Xinyi and Zhang, Yuanhao and Ma, Xiaojuan}, title = {Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642818}, doi = {10.1145/3613904.3642818}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {922}, numpages = {19}, keywords = {affective communication, asynchronous communication, biosignal, frissons, online video platforms}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Huang, Z., Cao, X., Zhang, Y., & Ma, X. (2024, May). Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24). Association for Computing Machinery, New York, NY, USA, Article 922, 1–19. https://doi.org/10.1145/3613904.3642818

Huang, Zeyu, Xinyi Cao, Yuanhao Zhang, and Xiaojuan Ma. "Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24), Association for Computing Machinery, New York, NY, USA, Article 922, 1–19. 2024. https://doi.org/10.1145/3613904.3642818

@inproceedings{Ma2024Calibration, author = {Ma, Shuai and Wang, Xinru and Lei, Ying and Shi, Chuhan and Yin, Ming and Ma, Xiaojuan}, title = {“Are You Really Sure?” Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642671}, doi = {10.1145/3613904.3642671}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {840}, numpages = {20}, keywords = {AI-Assisted Decision-making, Appropriate Reliance, Human-AI Collaboration, Reliance on AI systems, Trust Calibration}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Ma, S., Wang, X., Lei, Y., Shi, C., Yin, M., & Ma, X. (2024, May). “Are You Really Sure?” Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 840, 1–20. https://doi.org/10.1145/3613904.3642671

Ma, Shuai, Xinru Wang, Ying Lei, Chuhan Shi, Ming Yin, and Xiaojuan Ma. "“Are You Really Sure?” Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 840, 1–20. 2024. https://doi.org/10.1145/3613904.3642671

@inproceedings{Li2024Diary, author = {Li, Junze and He, Changyang and Hu, Jiaxiong and Jia, Boyang and Halevy, Alon Y and Ma, Xiaojuan}, title = {DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642853}, doi = {10.1145/3613904.3642853}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {818}, numpages = {16}, keywords = {Diary Study Methods, Elicitation Diary Study, Episodic Memory, Generative AI Techniques}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Li, J., He, C., Hu, J., Jia, B., Halevy, A. Y., & Ma, X. (2024, May). DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 818, 1–16. https://doi.org/10.1145/3613904.3642853

Li, Junze, Changyang He, Jiaxiong Hu, Boyang Jia, Alon Y. Halevy, and Xiaojuan Ma. "DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 818, 1–16. 2024. https://doi.org/10.1145/3613904.3642853

@inproceedings{Zheng2024PBL, author = {Zheng, Chengbo and Yuan, Kangyu and Guo, Bingcan and Hadi Mogavi, Reza and Peng, Zhenhui and Ma, Shuai and Ma, Xiaojuan}, title = {Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642807}, doi = {10.1145/3613904.3642807}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {94}, numpages = {19}, keywords = {AI for education, co-design, generative AI, project-based learning, qualitative study}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Zheng, C., Yuan, K., Guo, B., Hadi Mogavi, R., Peng, Z., Ma, S., & Ma, X. (2024, May). Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 94, 1–19. https://doi.org/10.1145/3613904.3642807

Zheng, Chengbo, Kangyu Yuan, Bingcan Guo, Reza Hadi Mogavi, Zhenhui Peng, Shuai Ma, and Xiaojuan Ma. "Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 94, 1–19. 2024. https://doi.org/10.1145/3613904.3642807

@inproceedings{Zhu2024Acceptable, author = {Zhu, Qian and Wang, Zhuo and Zeng, Wei and Tong, Wai and Lin, Weiyue and Ma, Xiaojuan}, title = {Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642049}, doi = {10.1145/3613904.3642049}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {196}, numpages = {21}, keywords = {Interactive Techniques, Situated Visualization, Social Acceptability}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Zhu, Q., Wang, Z., Zeng, W., Tong, W., Lin, W., & Ma, X. (2024, May). Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 196, 1–21. https://doi.org/10.1145/3613904.3642049

Zhu, Qian, Zhuo Wang, Wei Zeng, Wai Tong, Weiyue Lin, and Xiaojuan Ma. "Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 196, 1–21. 2024. https://doi.org/10.1145/3613904.3642049

@inproceedings{Sun2024NPI, author = {Sun, Yuling and Yi, Zhennan and Ma, Xiaojuan and Mao, Junyan and Tong, Xin}, title = {Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3641977}, doi = {10.1145/3613904.3641977}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {218}, numpages = {19}, keywords = {Adoption, Non-Pharmacological Interventions (NPI), Older adults, People with Dementia (PwD), Practitioners, Real-world Experience, Technology, Therapists}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Sun, Y., Yi, Z., Ma, X., Mao, J., & Tong, X. (2024, May). Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 218, 1–19. https://doi.org/10.1145/3613904.3641977

Sun, Yuling, Zhennan Yi, Xiaojuan Ma, Junyan Mao, and Xin Tong. "Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 218, 1–19. 2024. https://doi.org/10.1145/3613904.3641977

@inproceedings{Xiong2024Xiqu, author = {Xiong, Zeyu and Fu, Shihan and Zhu, Yanying and Zhu, Chenqing and Ma, Xiaojuan and Fan, Mingming}, title = {“It is hard to remove from my eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642261}, doi = {10.1145/3613904.3642261}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {989}, numpages = {16}, keywords = {Chinese traditional opera, computer vision, intangible cultural heritage, interactive design, makeup, mobile computing}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Xiong, Z., Fu, S., Zhu, Y., Zhu, C., Ma, X., & Fan, M. (2024, May). “It is hard to remove from my eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24). Association for Computing Machinery, New York, NY, USA, Article 989, 1–16. https://doi.org/10.1145/3613904.3642261

Xiong, Zeyu, Shihan Fu, Yanying Zhu, Chenqing Zhu, Xiaojuan Ma, and Mingming Fan. "“It is hard to remove from my eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24), Association for Computing Machinery, New York, NY, USA, Article 989, 1–16. 2024. https://doi.org/10.1145/3613904.3642261

@inproceedings{Xiao2024TypeDance, author = {Xiao, Shishi and Wang, Liangwei and Ma, Xiaojuan and Zeng, Wei}, title = {TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation}, year = {2024}, isbn = {9798400703300}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3613904.3642185}, doi = {10.1145/3613904.3642185}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, articleno = {175}, numpages = {18}, keywords = {generative model, personalized design, semantic typography}, location = {, Honolulu, HI, USA, }, series = {CHI '24} }

Xiao, S., Wang, L., Ma, X., & Zeng, W. (2024, May). TypeDance: Creating semantic typographic logos from image through personalized generation. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24). Association for Computing Machinery, New York, NY, USA, Article 175, 1–18. https://doi.org/10.1145/3613904.3642185

Xiao, Shishi, Liangwei Wang, Xiaojuan Ma, and Wei Zeng. "TypeDance: Creating semantic typographic logos from image through personalized generation." In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24), Association for Computing Machinery, New York, NY, USA, Article 175, 1–18. 2024. https://doi.org/10.1145/3613904.3642185

@inproceedings{zhu2024towards, title={Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human\&AI-Assisted Feature Engineering Design}, author={Zhu, Qian and Wang, Dakuo and Ma, Shuai and Wang, April Yi and Chen, Zixin and Khurana, Udayan and Ma, Xiaojuan}, booktitle={Proceedings of the 2024 ACM Designing Interactive Systems Conference}, pages={1789--1804}, year={2024} }

Zhu, Q., Wang, D., Ma, S., Wang, A. Y., Chen, Z., Khurana, U., & Ma, X. (2024, July). Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design. In Proceedings of the 2024 ACM Designing Interactive Systems Conference (pp. 1789-1804).

Zhu, Qian, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, and Xiaojuan Ma. "Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design." In Proceedings of the 2024 ACM Designing Interactive Systems Conference, pp. 1789-1804. 2024.

@inproceedings{chen2024retassist, title={RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices}, author={Chen, Qiaoyi and Liu, Siyu and Huang, Kaihui and Wang, Xingbo and Ma, Xiaojuan and Zhu, Junkai and Peng, Zhenhui}, booktitle={Proceedings of the 2024 ACM Designing Interactive Systems Conference}, pages={2019--2036}, year={2024} }

Chen, Q., Liu, S., Huang, K., Wang, X., Ma, X., Zhu, J., & Peng, Z. (2024, July). RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices. In Proceedings of the 2024 ACM Designing Interactive Systems Conference (pp. 2019-2036).

Chen, Qiaoyi, Siyu Liu, Kaihui Huang, Xingbo Wang, Xiaojuan Ma, Junkai Zhu, and Zhenhui Peng. "RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices." In Proceedings of the 2024 ACM Designing Interactive Systems Conference, pp. 2019-2036. 2024.

@inproceedings{lyu2024farpls, author = {Lyu, Hanfang and Bai, Yuanchen and Liang, Xin and Das, Ujaan and Shi, Chuhan and Gong, Leiliang and Li, Yingchi and Sun, Mingfei and Ge, Ming and Ma, Xiaojuan}, title = {FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers’ Preference Elicitation}, year = {2024}, isbn = {9798400705083}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3640543.3645145}, doi = {10.1145/3640543.3645145}, booktitle = {Proceedings of the 29th International Conference on Intelligent User Interfaces}, pages = {344–369}, numpages = {26}, location = {, Greenville, SC, USA, }, series = {IUI '24} }

Lyu, H., Bai, Y., Liang, X., Das, U., Shi, C., Gong, L., Li, Y., Sun, M., Ge, M. and Ma, X. (2024, March). FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers’ Preference Elicitation. In Proceedings of the 29th International Conference on Intelligent User Interfaces (pp. 344-369).

Lyu, Hanfang, Yuanchen Bai, Xin Liang, Ujaan Das, Chuhan Shi, Leiliang Gong, Yingchi Li, Mingfei Sun, Ming Ge, and Xiaojuan Ma. "FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers’ Preference Elicitation." In Proceedings of the 29th International Conference on Intelligent User Interfaces, pp. 344-369. 2024.

@inproceedings{shen2024humanoid, author={Shen, Yifan and Liu, Dingdong and Bang, Yejin and Chan, Ho Shu and Frieske, Rita and Chung, Hoo Choun and Nieles, Jay and Zhang, Tianjia and Pham, Kien T. and Cheng, Wai Yi Rosita and Fang, Yini and Chen, Qifeng and Fung, Pascale and Ma, Xiaojuan and Shi, Bertram E.}, booktitle={2024 33rd IEEE International Conference on Robot and Human Interactive Communication (ROMAN)}, title={A Humanoid Robot Dialogue System Architecture Targeting Patient Interview Tasks}, year={2024}, volume={}, number={}, pages={1394-1401}, doi={10.1109/RO-MAN60168.2024.10731285}}

Shen, Yifan, Dingdong Liu, Yejin Bang, Ho Shu Chan, Rita Frieske, Hoo Choun Chung, Jay Nieles, Tianjia Zhang, Trung Kien Pham, Wai Yi Rosita Cheng, Yini Fang, Qifeng Chen, Pascale Fung, Xiaojuan Ma, and Bertram Emil Shi. "A Humanoid Robot Dialogue System Architecture Targeting Patient Interview Tasks." In 2024 33rd IEEE International Conference on Robot and Human Interactive Communication (ROMAN), pp. 1394-1401. IEEE, 2024.

Shen, Y., Liu, D., Bang, Y., Chan, H. S., Frieske, R., Chung, H. C., Nieles, J.P.M., Zhang, T., Pham, T.K., Cheng, W.Y.R., Fang, Y., Chen, Q., Fung, P., Ma, X., & Shi, B. E. (2024, August). A Humanoid Robot Dialogue System Architecture Targeting Patient Interview Tasks. In 2024 33rd IEEE International Conference on Robot and Human Interactive Communication (ROMAN) (pp. 1394-1401). IEEE.

@inproceedings{ouyang2024two, author={Ouyang, Yang and Zhang, Chenyang and Wang, He and Ma, Tianle and Jiang, Chang and Yan, Yuheng and Yan, Zuoqin and Ma, Xiaojuan and Shi, Chuhan and Li, Quan}, booktitle={2024 IEEE Visualization and Visual Analytics (VIS)}, title={A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling}, year={2024}, volume={}, number={}, pages={101-105}, doi={10.1109/VIS55277.2024.00028}}

Ouyang, Y., Zhang, C., Wang, H., Ma, T., Jiang, C., Yan, Y., Yan, Z., Ma, X., Shi, C. and Li, Q., 2024, October. A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling. In 2024 IEEE Visualization and Visual Analytics (VIS). St. Pete Beach, FL, USA, 2024, pp. 101-105, doi: 10.1109/VIS55277.2024.00028.

Ouyang, Yang, Chenyang Zhang, He Wang, Tianle Ma, Chang Jiang, Yuheng Yan, Zuoqin Yan, Xiaojuan Ma, Chuhan Shi, and Quan Li. "A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling." In 2024 IEEE Visualization and Visual Analytics (VIS), pp. 101-105. IEEE, 2024.

@inproceedings{yuan23critrainer, author = {Yuan, Kangyu and Lin, Hehai and Cao, Shilei and Peng, Zhenhui and Guo, Qingyu and Ma, Xiaojuan}, title = {CriTrainer: An Adaptive Training Tool for Critical Paper Reading}, year = {2023}, isbn = {9798400701320}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3586183.3606816}, doi = {10.1145/3586183.3606816}, booktitle = {Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology}, articleno = {44}, numpages = {17}, keywords = {Critical thinking, Human-centered computing, Paper reading}, location = {San Francisco, CA, USA}, series = {UIST '23} }

Yuan, K., Lin, H., Cao, S., Peng, Z., Guo, Q., and Ma, X. (2023). CriTrainer: An Adaptive Training Tool for Critical Paper Reading. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23). Association for Computing Machinery, New York, NY, USA, Article 44, 1–17. https://doi.org/10.1145/3586183.3606816

Kangyu Yuan, Hehai Lin, Shilei Cao, Zhenhui Peng, Qingyu Guo, and Xiaojuan Ma. 2023. CriTrainer: An Adaptive Training Tool for Critical Paper Reading. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23). Association for Computing Machinery, New York, NY, USA, Article 44, 1–17. https://doi.org/10.1145/3586183.3606816

@inproceedings{peng23storyfier, author = {Peng, Zhenhui and Wang, Xingbo and Han, Qiushi and Zhu, Junkai and Ma, Xiaojuan and Qu, Huamin}, title = {Storyfier: Exploring Vocabulary Learning Support with Text Generation Models}, year = {2023}, isbn = {9798400701320}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3586183.3606786}, doi = {10.1145/3586183.3606786}, booktitle = {Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology}, articleno = {46}, numpages = {16}, keywords = {story generation, vocabulary learning, language models}, location = {San Francisco, CA, USA}, series = {UIST '23} }

Peng, Z., Wang, X., Han, Q., Zhu, J., Ma, X., and Qu, H. (2023). Storyfier: Exploring Vocabulary Learning Support with Text Generation Models. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23). Association for Computing Machinery, New York, NY, USA, Article 46, 1–16. https://doi.org/10.1145/3586183.3606786

Zhenhui Peng, Xingbo Wang, Qiushi Han, Junkai Zhu, Xiaojuan Ma, and Huamin Qu. 2023. Storyfier: Exploring Vocabulary Learning Support with Text Generation Models. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23). Association for Computing Machinery, New York, NY, USA, Article 46, 1–16. https://doi.org/10.1145/3586183.3606786

@inproceedings{ma2023trust, author = {Ma, Shuai and Lei, Ying and Wang, Xinru and Zheng, Chengbo and Shi, Chuhan and Yin, Ming and Ma, Xiaojuan}, title = {Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3581058}, doi = {10.1145/3544548.3581058}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {759}, numpages = {19}, location = {Hamburg, Germany}, series = {CHI '23} }

Shuai Ma, Ying Lei, Xinru Wang, Chengbo Zheng, Chuhan Shi, Ming Yin, and Xiaojuan Ma. 2023. Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 759, 1–19. https://doi.org/10.1145/3544548.3581058

Ma, S., Lei, Y., Wang, X., Zheng, C., Shi, C., Yin, M., and Ma, X. "Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 759, 1–19. 2023. https://doi.org/10.1145/3544548.3581058

@inproceedings{zheng2023group, author = {Zheng, Chengbo and Wu, Yuheng and Shi, Chuhan and Ma, Shuai and Luo, Jiehui and Ma, Xiaojuan}, title = {Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3581131}, doi = {10.1145/3544548.3581131}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {351}, numpages = {19}, location = {Hamburg, Germany}, series = {CHI '23} }

Chengbo Zheng, Yuheng Wu, Chuhan Shi, Shuai Ma, Jiehui Luo, and Xiaojuan Ma. 2023. Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 351, 1–19. https://doi.org/10.1145/3544548.3581131

Zheng, C., Wu, Y., Shi, C., Ma, S., Luo, J., and Ma, X. "Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 351, 1–19. 2023. https://doi.org/10.1145/3544548.3581131

@inproceedings{liu2023coargue, author = {Liu, Chengzhong and Zhou, Shixu and Liu, Dingdong and Li, Junze and Huang, Zeyu and Ma, Xiaojuan}, title = {CoArgue : Fostering Lurkers’ Contribution to Collective Arguments in Community-Based QA Platforms}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3580932}, doi = {10.1145/3544548.3580932}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {271}, numpages = {17}, location = {Hamburg, Germany}, series = {CHI '23} }

Chengzhong Liu, Shixu Zhou, Dingdong Liu, Junze Li, Zeyu Huang, and Xiaojuan Ma. 2023. CoArgue : Fostering Lurkers’ Contribution to Collective Arguments in Community-based QA Platforms. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 271, 1–17. https://doi.org/10.1145/3544548.3580932

Liu, C., Zhou, S., Liu, D., Li, J., Huang, Z., and Ma, X. "CoArgue : Fostering Lurkers’ Contribution to Collective Arguments in Community-based QA Platforms." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 271, 1–17. 2023. https://doi.org/10.1145/3544548.3580932

@inproceedings{guo2023critique, author = {Guo, Qingyu and Zhang, Chao and Lyu, Hanfang and Peng, Zhenhui and Ma, Xiaojuan}, title = {What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and Their Interactions}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3581054}, doi = {10.1145/3544548.3581054}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {556}, numpages = {17}, location = {Hamburg, Germany}, series = {CHI '23} }

Qingyu Guo, Chao Zhang, Hanfang Lyu, Zhenhui Peng, and Xiaojuan Ma. 2023. What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and their Interactions. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 556, 1–17. https://doi.org/10.1145/3544548.3581054

Guo, Q., Zhang, C., Lyu, H., Peng, Z., and Ma, X. "What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and their Interactions." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 556, 1–17. 2023. https://doi.org/10.1145/3544548.3581054

@inproceedings{shi2023retrolens, author = {Shi, Chuhan and Hu, Yicheng and Wang, Shenan and Ma, Shuai and Zheng, Chengbo and Ma, Xiaojuan and Luo, Qiong}, title = {RetroLens: A Human-AI Collaborative System for Multi-Step Retrosynthetic Route Planning}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3581469}, doi = {10.1145/3544548.3581469}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {770}, numpages = {20}, location = {Hamburg, Germany}, series = {CHI '23} }

Chuhan Shi, Yicheng Hu, Shenan Wang, Shuai Ma, Chengbo Zheng, Xiaojuan Ma, and Qiong Luo. 2023. RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 770, 1–20. https://doi.org/10.1145/3544548.3581469

Shi, C., Hu, Y., Wang, S., Ma, S., Zheng, C., Ma, X., and Luo, Q. "RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 770, 1–20. 2023. https://doi.org/10.1145/3544548.3581469

@inproceedings{wang2023popblends, author = {Wang, Sitong and Petridis, Savvas and Kwon, Taeahn and Ma, Xiaojuan and Chilton, Lydia B}, title = {PopBlends: Strategies for Conceptual Blending with Large Language Models}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3580948}, doi = {10.1145/3544548.3580948}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {435}, numpages = {19}, location = {Hamburg, Germany}, series = {CHI '23} }

Sitong Wang, Savvas Petridis, Taeahn Kwon, Xiaojuan Ma, and Lydia B Chilton. 2023. PopBlends: Strategies for Conceptual Blending with Large Language Models. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 435, 1–19. https://doi.org/10.1145/3544548.3580948

Wang, S., Petridis, S., Kwon, T., Ma, X., and Chilton, L.B. "PopBlends: Strategies for Conceptual Blending with Large Language Models." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 435, 1–19. 2023. https://doi.org/10.1145/3544548.3580948

@inproceedings{jiang2023intimasea, author = {Jiang, Yanqi and Ding, Xianghua(Sharon) and Ma, Xiaojuan and Sun, Zhida and Gu, Ning}, title = {IntimaSea: Exploring Shared Stress Display in Close Relationships}, year = {2023}, isbn = {9781450394215}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3544548.3581000}, doi = {10.1145/3544548.3581000}, booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems}, articleno = {428}, numpages = {19}, location = {Hamburg, Germany}, series = {CHI '23} }

Yanqi Jiang, Xianghua(Sharon) Ding, Xiaojuan Ma, Zhida Sun, and Ning Gu. 2023. IntimaSea: Exploring Shared Stress Display in Close Relationships. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 428, 1–19. https://doi.org/10.1145/3544548.3581000

Jiang, Y., Ding, X., Ma, X., Sun, Z., and Gu, N. "IntimaSea: Exploring Shared Stress Display in Close Relationships." In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 428, 1–19. 2023. https://doi.org/10.1145/3544548.3581000

@inproceedings{guo2022understanding, title={Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns}, author={Guo, Qingyu and Zhou, Siyuan and Wu, Yifeng and Peng, Zhenhui and Ma, Xiaojuan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--20}, year={2022} }

Guo, Q., Zhou, S., Wu, Y., Peng, Z., & Ma, X. (2022, April). Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns. In CHI Conference on Human Factors in Computing Systems (pp. 1-20).

Qingyu Guo, Siyuan Zhou, Yifeng Wu, Zhenhui Peng, and Xiaojuan Ma. "Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns." In CHI Conference on Human Factors in Computing Systems, pp. 1-20. 2022.

@inproceedings{ma2022glancee, title={Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes}, author={Ma, Shuai and Zhou, Taichang and Nie, Fei and Ma, Xiaojuan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--25}, year={2022} }

Ma, S., Zhou, T., Nie, F., & Ma, X. (2022, April). Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes. In CHI Conference on Human Factors in Computing Systems (pp. 1-25).

Shuai Ma, Taichang Zhou, Fei Nie, and Xiaojuan Ma. "Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes." In CHI Conference on Human Factors in Computing Systems, pp. 1-25. 2022.

@inproceedings{yang2022save, title={How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19}, author={Yang, Wenjie and Wu, Zhiyang and Mok, Nga Yiu and Ma, Xiaojuan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--18}, year={2022} }

Yang, W., Wu, Z., Mok, N. Y., & Ma, X. (2022, April). How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19. In CHI Conference on Human Factors in Computing Systems (pp. 1-18).

Wenjie Yang, Zhiyang Wu, Nga Yiu Mok, and Xiaojuan Ma. "How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19." In CHI Conference on Human Factors in Computing Systems, pp. 1-18. 2022.

@inproceedings{shi2022personalized, title={A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects}, author={Shi, Chuhan and Jiang, Zhihan and Ma, Xiaojuan and Luo, Qiong}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--18}, year={2022} }

Shi, C., Jiang, Z., Ma, X., & Luo, Q. (2022, April). A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects. In CHI Conference on Human Factors in Computing Systems (pp. 1-18).

Chuhan Shi, Zhihan Jiang, Xiaojuan Ma, and Qiong Luo. "A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects." In CHI Conference on Human Factors in Computing Systems, pp. 1-18. 2022.

@inproceedings{zheng2022telling, title={Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work}, author={Zheng, Chengbo and Wang, Dakuo and Wang, April Yi and Ma, Xiaojuan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--20}, year={2022} }

Zheng, C., Wang, D., Wang, A. Y., & Ma, X. (2022, April). Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work. In CHI Conference on Human Factors in Computing Systems (pp. 1-20).

Chengbo Zheng, Dakuo Wang, April Yi Wang, and Xiaojuan Ma. "Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work." In CHI Conference on Human Factors in Computing Systems, pp. 1-20. 2022.

@inproceedings{ding2022talktive, title={TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening}, author={Ding, Zijian and Kang, Jiawen and HO, Tinky Oi Ting and Wong, Ka Ho and Fung, Helene H and Meng, Helen and Ma, Xiaojuan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--19}, year={2022} }

Ding, Z., Kang, J., HO, T. O. T., Wong, K. H., Fung, H. H., Meng, H., & Ma, X. (2022, April). TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening. In CHI Conference on Human Factors in Computing Systems (pp. 1-19).

Zijian Ding, Jiawen Kang, Tinky Oi Ting HO, Ka Ho Wong, Helene H. Fung, Helen Meng, and Xiaojuan Ma. "TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening." In CHI Conference on Human Factors in Computing Systems, pp. 1-19. 2022.

@inproceedings{xie2022roleseer, title={RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics}, author={Xie, Laixin and Wu, Ziming and Xu, Peng and Li, Wei and Ma, Xiaojuan and Li, Quan}, booktitle={CHI Conference on Human Factors in Computing Systems}, pages={1--17}, year={2022} }

Xie, L., Wu, Z., Xu, P., Li, W., Ma, X., & Li, Q. (2022, April). RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics. In CHI Conference on Human Factors in Computing Systems (pp. 1-17).

Laixin Xie, Ziming Wu, Peng Xu, Wei Li, Xiaojuan Ma, and Quan Li. "RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics." In CHI Conference on Human Factors in Computing Systems, pp. 1-17. 2022.

@inproceedings{zhao2022educational, title = "Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization", author = "Zhao, Zhenjie and Hou, Yufang and Wang, Dakuo and Yu, Mo and Liu, Chengzhong and Ma, Xiaojuan", booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = may, year = "2022", address = "Dublin, Ireland", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2022.acl-long.348", pages = "5073--5085" }

Zhao, Z., Hou, Y., Wang, D., Yu, Mo., Liu, C., and Ma, X. (2022). Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL2022). Volume 1: Long Papers, pages 5073–5085, Dublin, Ireland. Association for Computational Linguistics.

Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, and Xiaojuan Ma. 2022. Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL Volume 1: Long Papers), pages 5073–5085, Dublin, Ireland. Association for Computational Linguistics.

@inproceedings{xu2022fantastic, title = "Fantastic Questions and Where to Find Them: {F}airytale{QA} {--} An Authentic Dataset for Narrative Comprehension", author = "Xu, Ying and Wang, Dakuo and Yu, Mo and Ritchie, Daniel and Yao, Bingsheng and Wu, Tongshuang and Zhang, Zheng and Li, Toby and Bradford, Nora and Sun, Branda and Hoang, Tran and Sang, Yisi and Hou, Yufang and Ma, Xiaojuan and Yang, Diyi and Peng, Nanyun and Yu, Zhou and Warschauer, Mark", booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = may, year = "2022", address = "Dublin, Ireland", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2022.acl-long.34", pages = "447--460" }

Xu, Y., Wang, D., Yu, M., Ritchie, D., Yao, B., Wu, T., Zhang, Z., Li, T., Bradford, N., Sun, B., Hoang, T., Sang, Y., Hou, Y., Ma, X., Yang, D., Peng, N., Yu, Z., and Warschauer, M. (2022). Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL2022). Volume 1: Long Papers, pages 447–460, Dublin, Ireland. Association for Computational Linguistics.

Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Li, Nora Bradford, Branda Sun, Tran Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, and Mark Warschauer. 2022. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL Volume 1: Long Papers), pages 447–460, Dublin, Ireland. Association for Computational Linguistics.

@inproceedings{yang2021know, title={Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis}, author={Yang, Wenjie and Wang, Sitong and Peng, Zhenhui and Shi, Chuhan and Ma, Xiaojuan and Yang, Diyi}, booktitle={Proceedings of the International AAAI Conference on Web and Social Media (ICWSM2022)}, year={2022} }

Yang, W., Wang, S., Peng, Z., Shi, C., Ma, X., & Yang, D. (2022). Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis. In Proc. the International AAAI Conference on Web and Social Media (ICWSM2022). 12 pages

Yang, Wenjie, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, and Diyi Yang. "Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis." In Proc. the International AAAI Conference on Web and Social Media (ICWSM2022). (2022).

@inproceedings{Liu2022Mockery, title={Exploring the Effects of Self-Mockery to Improve Task-Oriented Chatbot's Social Intelligence}, author={Liu, Chengzhong and Zhou, Shixu and Zhang, Yuanhao and Liu, Dingdong and Peng, Zhenhui and Ma, Xiaojuan}, booktitle={Proceedings of ACM Designing Interactive Systems Conference (DIS ’22)}, year={2022} }

Liu, C., Zhou, S., Zhang, Y., Liu, D., Peng, Z., and Ma, X. 2022. Exploring the Effects of Self-Mockery to Improve Task-Oriented Chatbot’s Social Intelligence. (2022) In Proc. ACM Designing Interactive Systems Conference (DIS ’22), 15 pages. https://doi.org/10.1145/3532106.3533461

Chengzhong Liu, Shixu Zhou, Yuanhao Zhang, Dingdong Liu, Zhenhui Peng, and Xiaojuan Ma. "Exploring the Effects of Self-Mockery to Improve Task-Oriented Chatbot’s Social Intelligence". In Designing Interactive Systems Conference (DIS ’22), June 13–17, 2022, Virtual Event, Australia. ACM, New York, NY, USA, 15 pages. 2022. https://doi.org/10.1145/3532106.3533461

@inproceedings{Lu2022Craft, title={The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design}, author={Lu, Zhicong and Tan, Peng and Ji, Yi and Ma, Xiaojuan}, booktitle={Proceedings of ACM Designing Interactive Systems Conference (DIS ’22)}, year={2022} }

Lu, Z., Tan, P., Ji, Y., and Ma, X. 2022. The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design. (2022) In Proc. ACM Designing Interactive Systems Conference (DIS ’22), 13 pages.

Zhicong Lu, Peng Tan, Yi Ji, and Xiaojuan Ma. "The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design". In Designing Interactive Systems Conference (DIS ’22), June 13–17, 2022, Virtual Event, Australia. ACM, New York, NY, USA, 13 pages. 2022.

@inproceedings{Zheng2022Misinfo, title={Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story}, author={Zheng, Chengbo and Ma, Xiaojuan}, booktitle={Proceedings of the 15th IEEE Pacific Visualization Symposium (PacificVis2022)}, year={2022} }

Zheng, C. and Ma, X. (2022). Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story. In Proc. the 15th IEEE Pacific Visualization Symposium (PacificVis2022). 12 pages

Chengbo Zheng and Xiaojuan Ma. "Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story." In Proc. the 15th IEEE Pacific Visualization Symposium (PacificVis2022). (2022).

@inproceedings{yang2022experience, title={Building Knowledge Graphs of Experientially Related Concepts}, author={Yang, Wenjie and Ma, Xiaojuan} booktitle={Proceedings of Automated Knowledge Base Construction Conference}, numpages={17}, year={2022} }

Yang, W., & Ma, X. Building Knowledge Graphs of Experientially Related Concepts. (2022). In Proc. Automated Knowledge Base Construction Conference (AKBC). 17 pages

Wenjie Yang, and Xiaojuan Ma. "Building Knowledge Graphs of Experientially Related Concepts." In Proc. Automated Knowledge Base Construction Conference (AKBC). 17 pages. 2022

@inproceedings{yu2022automatic, title={Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset}, author={Yu, Tiezheng and Frieske, Rita and Xu, Peng and Cahyawijaya, Samuel and Yiu, Cheuk Tung and Lovenia, Holy and Dai, Wenliang and Barezi, Elham J and Chen, Qifeng and Ma, Xiaojuan and Shi, Bertram Emil and Fung, Pascale Ngan}, booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference}, pages={6487--6494}, year={2022} }

Yu, T., Frieske, R., Xu, P., Cahyawijaya, S., Yiu, C.T., Lovenia, H., Dai, W., Barezi, E.J., Chen, Q., Ma, X., Shi, B. & Fung, P. (2022, June). Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 6487-6494).

Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram Shi, and Pascale Fung. "Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset." In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pp. 6487-6494. 2022.

@inproceedings{dai2022ci, title={CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition}, author={Dai, Wenliang and Cahyawijaya, Samuel and Yu, Tiezheng and Barezi, Elham J and Xu, Peng and Yiu, Cheuk Tung and Frieske, Rita and Lovenia, Holy and Winata, Genta and Chen, Qifeng and Ma, Xiaojuan and Shi, Bertram Emil and Fung, Pascale Ngan}, booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference}, pages={6786--6793}, year={2022} }

Dai, W., Cahyawijaya, S., Yu, T., Barezi, E. J., Xu, P., Yiu, C. T., Frieske, R., Lovenia, H., Winata, G., Chen, Q. and Ma, X., Shi, B., & Fung, P. (2022, June). CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 6786-6793).

Wenliang, Dai Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Yiu, Rita Frieske, Holy Lovenia, Genta Winata, Qifeng Chen, Xiaojuan Ma, Bertram Shi, and Pascale Fung. "CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition." In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pp. 6786-6793. 2022.

@inproceedings{lovenia2022ascend, title={ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation}, author={Lovenia, Holy and Cahyawijaya, Samuel and Winata, Genta Indra and Xu, Peng and Yan, Xu and Liu, Zihan and Frieske, Rita Maria and Yu, Tiezheng and Dai, Wenliang and Barezi, Elham J and Chen, Qifeng and Ma, Xiaojuan and Shi, Bertram Emil and Fung, Pascale Ngan}, booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference}, pages={7259--7268}, year={2022} }

Lovenia, H., Cahyawijaya, S., Winata, G., Xu, P., Yan, X., Liu, Z., Frieske, R., Yu, T., Dai, W., Barezi, E. J., Chen, Q., Ma, X., Shi, B., and Fung, P. (2022, June). ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 7259-7268).

Holy Lovenia, Samuel Cahyawijaya, Genta Winata, Peng Xu, Xu Yan, Zihan Liu, Rita Frieske, Tiezheng Yu, Dai Wenliang, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram Shi, and Pascale Fung. "ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation." In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pp. 7259-7268. 2022.

@inproceedings{Hadi2022GamificationSpoil, author = {Hadi Mogavi, Reza and Guo, Bingcan and Zhang, Yuanhao and Haq, Ehsan-Ul and Hui, Pan and Ma, Xiaojuan}, title = {When Gamification Spoils Your Learning: A Qualitative Case Study of Gamification Misuse in a Language-Learning App}, year = {2022}, isbn = {9781450391580}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3491140.3528274}, doi = {10.1145/3491140.3528274}, booktitle = {Proceedings of the Ninth ACM Conference on Learning @ Scale}, pages = {175–188}, numpages = {14}, keywords = {L@S, qualitative research, duolingo, learning app, HCI, gamified education, student-centered education, gamification, misuse}, location = {New York City, NY, USA}, series = {L@S '22} }

Hadi Mogavi, R., Guo, B., Zhang, Y., Haq, E. U., Hui, P., & Ma, X. (2022, June). When gamification spoils your learning: A qualitative case study of gamification misuse in a language-learning app. In Proceedings of the Ninth ACM Conference on Learning @ Scale (pp. 175-188).

Reza Hadi Mogavi, Bingcan Guo, Yuanhao Zhang, Ehsan-Ul Haq, Pan Hui, and Xiaojuan Ma. "When gamification spoils your learning: A qualitative case study of gamification misuse in a language-learning app." In Proceedings of the Ninth ACM Conference on Learning @ Scale, pp. 175-188. 2022.

@inproceedings{peng2021effects, title={Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities}, author={Peng, Zhenhui and Ma, Xiaojuan and Yang, Diyi and Tsang, Ka Wing and Guo, Qingyu}, booktitle={Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems}, pages={1--12}, year={2021} }

Peng, Z., Ma, X., Yang, D., Tsang, K. W., & Guo, Q. (2021, May). Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1-12).

Zhenhui Peng, Xiaojuan Ma, Diyi Yang, Ka Wing Tsang, and Qingyu Guo. "Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities." In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2021.

@inproceedings{Kang2021MetaMap, author = {Kang, Youwen and Sun, Zhida and Wang, Sitong and Huang, Zeyu and Wu, Ziming and Ma, Xiaojuan}, title = {MetaMap: Supporting Visual Metaphor Ideation through Multi-Dimensional Example-Based Exploration}, year = {2021}, isbn = {9781450380966}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3411764.3445325}, doi = {10.1145/3411764.3445325}, booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems}, articleno = {427}, numpages = {15}, keywords = {Creativity Support Tool, Visual Metaphor, Design}, location = {Yokohama, Japan}, series = {CHI '21} }

Kang, Y., Sun, Z., Wang, S., Huang, Z., Wu, Z., & Ma, X. (2021, May). MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1-15).

Youwen Kang, Zhida Sun, Sitong Wang, Zeyu Huang, Ziming Wu, and Xiaojuan Ma. "MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration." In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1-15. 2021.

@inproceedings{Han2021PaperAR, author = {Han, Feng and Cheng, Yifei and Strachan, Megan and Ma, Xiaojuan}, title = {Hybrid Paper-Digital Interfaces: A Systematic Literature Review}, year = {2021}, isbn = {9781450384766}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3461778.3462059}, doi = {10.1145/3461778.3462059}, booktitle = {Designing Interactive Systems Conference 2021}, pages = {1087–1100}, numpages = {14}, keywords = {interactive paper, paper interfaces, paper computing}, location = {Virtual Event, USA}, series = {DIS '21} }

Han, F., Cheng, Y., Strachan, M., & Ma, X. (2021, June). Hybrid Paper-Digital Interfaces: A Systematic Literature Review. In Designing Interactive Systems Conference 2021 (pp. 1087-1100).

Feng Han, Yifei Cheng, Megan Strachan, and Xiaojuan Ma. "Hybrid Paper-Digital Interfaces: A Systematic Literature Review." In Designing Interactive Systems Conference 2021, pp. 1087-1100. 2021.

@inbook{Wu2021MobileExample, author = {Wu, Ziming and Xu, Qianyao and Liu, Yiding and Peng, Zhenhui and Xu, Yingqing and Ma, Xiaojuan}, title = {Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design}, year = {2021}, isbn = {9781450383288}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3447526.3472048}, booktitle = {Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction}, articleno = {44}, numpages = {12} }

Wu, Z., Xu, Q., Liu, Y., Peng, Z., Xu, Y., & Ma, X. (2021, September). Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design. In Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction (pp. 1-12).

Ziming Wu, Qianyao Xu, Yiding Liu, Zhenhui Peng, Yingqing Xu, and Xiaojuan Ma. "Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design." In Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction, pp. 1-12. 2021.

@inproceedings{hadi2021ActiveLearning, author = {Hadi Mogavi, Reza and Zhao, Yankun and Ul Haq, Ehsan and Hui, Pan and Ma, Xiaojuan}, title = {Student Barriers to Active Learning in Synchronous Online Classes: Characterization, Reflections, and Suggestions}, year = {2021}, isbn = {9781450382151}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3430895.3460126}, doi = {10.1145/3430895.3460126}, booktitle = {Proceedings of the Eighth ACM Conference on Learning @ Scale}, pages = {101–115}, numpages = {15}, keywords = {pedagogy, active learning, student-centered education, synchronous online classes, interaction}, location = {Virtual Event, Germany}, series = {L@S '21} }

Hadi Mogavi, R., Zhao, Y., Ul Haq, E., Hui, P., & Ma, X. (2021, June). Student barriers to active learning in Synchronous online classes: Characterization, reflections, and suggestions. In Proceedings of the Eighth ACM Conference on Learning@ Scale (pp. 101-115).

Reza Hadi Mogavi, Yankun Zhao, Ehsan Ul Haq, Pan Hui, and Xiaojuan Ma. "Student barriers to active learning in Synchronous online classes: Characterization, reflections, and suggestions." In Proceedings of the Eighth ACM Conference on Learning@ Scale, pp. 101-115. 2021.

@INPROCEEDINGS{liu2021bank, author={Liu, Qiangqiang and Li, Quan and Zhu, Zhihua and Ye, Tangzhi and Ma, Xiaojuan}, booktitle={2021 IEEE Visualization Conference (VIS)}, title={Inspecting the Process of Bank Credit Rating via Visual Analytics}, year={2021}, volume={}, number={}, pages={136-140}, doi={10.1109/VIS49827.2021.9623312} }

Liu, Q., Li, Q., Zhu, Z., Ye, T., & Ma, X. (2021, October). Inspecting the Process of Bank Credit Rating via Visual Analytics. In 2021 IEEE Visualization Conference (VIS) (pp. 136-140). IEEE.

Liu, Qiangqiang, Quan Li, Zhihua Zhu, Tangzhi Ye, and Xiaojuan Ma. "Inspecting the Process of Bank Credit Rating via Visual Analytics." In 2021 IEEE Visualization Conference (VIS), pp. 136-140. IEEE, 2021.

@inbook{peng2020exploring, author = {Peng, Zhenhui and Guo, Qingyu and Tsang, Ka Wing and Ma, Xiaojuan}, title = {Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376695}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–15}, numpages = {15} }

Peng, Z., Guo, Q., Tsang, K. W., & Ma, X. (2020, April). Exploring the effects of technological writing assistance for support providers in online mental health community. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-15).

Zhenhui Peng, Qingyu Guo, Ka Wing Tsang, and Xiaojuan Ma. "Exploring the effects of technological writing assistance for support providers in online mental health community." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-15. 2020.

@inbook{wu2020predicting, author = {Wu, Ziming and Jiang, Yulun and Liu, Yiding and Ma, Xiaojuan}, title = {Predicting and Diagnosing User Engagement with Mobile UI Animation via a Data-Driven Approach}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376324}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–13}, numpages = {13} }

Wu, Z., Jiang, Y., Liu, Y., & Ma, X. (2020, April). Predicting and diagnosing user engagement with mobile ui animation via a data-driven approach. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-13).

Ziming Wu, Yulun Jiang, Yiding Liu, and Xiaojuan Ma. "Predicting and diagnosing user engagement with mobile ui animation via a data-driven approach." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2020.

@inbook{lin2020architect, author = {Lin, Chuan-en and Cheng, Ta Ying and Ma, Xiaojuan}, title = {ARchitect: Building Interactive Virtual Experiences from Physical Affordances by Bringing Human-in-the-Loop}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376614}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–13}, numpages = {13} }

Lin, C. E., Cheng, T. Y., & Ma, X. (2020, April). Architect: Building interactive virtual experiences from physical affordances by bringing human-in-the-loop. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-13).

Chuan-en Lin, Ta Ying Cheng, and Xiaojuan Ma. "Architect: Building interactive virtual experiences from physical affordances by bringing human-in-the-loop." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2020.

@inbook{wang2020voicecoach, author = {Wang, Xingbo and Zeng, Haipeng and Wang, Yong and Wu, Aoyu and Sun, Zhida and Ma, Xiaojuan and Qu, Huamin}, title = {VoiceCoach: Interactive Evidence-Based Training for Voice Modulation Skills in Public Speaking}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376726}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–12}, numpages = {12} }

Wang, X., Zeng, H., Wang, Y., Wu, A., Sun, Z., Ma, X., & Qu, H. (2020, April). Voicecoach: Interactive evidence-based training for voice modulation skills in public speaking. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-12).

Xingbo Wang, Haipeng Zeng, Yong Wang, Aoyu Wu, Zhida Sun, Xiaojuan Ma, and Huamin Qu. "Voicecoach: Interactive evidence-based training for voice modulation skills in public speaking." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2020.

@inbook{fu2020restorevr, author = {Fu, Xinyi and Zhu, Yaxin and Xiao, Zhijing and Xu, Yingqing and Ma, Xiaojuan}, title = {RestoreVR: Generating Embodied Knowledge and Situated Experience of Dunhuang Mural Conservation via Interactive Virtual Reality}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376673}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–13}, numpages = {13} }

Fu, X., Zhu, Y., Xiao, Z., Xu, Y., & Ma, X. (2020, April). RestoreVR: generating embodied knowledge and situated experience of Dunhuang mural conservation via interactive virtual reality. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-13).

Xinyi Fu, Yaxin Zhu, Zhijing Xiao, Yingqing Xu, and Xiaojuan Ma. "RestoreVR: generating embodied knowledge and situated experience of Dunhuang mural conservation via interactive virtual reality." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2020.

@inbook{li2020maravis, author = {Li, Quan and Lin, Huanbin and Wei, Xiguang and Huang, Yangkun and Fan, Lixin and Du, Jian and Ma, Xiaojuan and Chen, Tianjian}, title = {MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376281}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–12}, numpages = {12} }

Li, Q., Lin, H., Wei, X., Huang, Y., Fan, L., Du, J., Ma, X. and Chen, T. (2020, April). MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-12).

Quan Li, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, and Tianjian Chen. "MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2020.

@inbook{ding2020getting, author = {Ding, Xianghua and Gui, Xinning and Ma, Xiaojuan and Ding, Zhaofei and Chen, Yunan}, title = {Getting the Healthcare We Want: The Use of Online "Ask the Doctor" Platforms in Practice}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376699}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–13}, numpages = {13} }

Ding, X., Gui, X., Ma, X., Ding, Z., & Chen, Y. (2020, April). Getting the Healthcare We Want: The Use of Online" Ask the Doctor" Platforms in Practice. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-13).

Xianghua Ding, Xinning Gui, Xiaojuan Ma, Zhaofei Ding, and Yunan Chen. "Getting the Healthcare We Want: The Use of Online" Ask the Doctor" Platforms in Practice." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2020.

@inbook{shi2020emog, author = {Shi, Yang and Cao, Nan and Ma, Xiaojuan and Chen, Siji and Liu, Pei}, title = {EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding}, year = {2020}, isbn = {9781450367080}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3313831.3376520}, booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems}, pages = {1–12}, numpages = {12} }

Shi, Y., Cao, N., Ma, X., Chen, S., & Liu, P. (2020, April). EmoG: Supporting the sketching of emotional expressions for storyboarding. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1-12).

Yang Shi, Nan Cao, Xiaojuan Ma, Siji Chen, and Pei Liu. "EmoG: Supporting the sketching of emotional expressions for storyboarding." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2020.

@inbook{sun2020postcard, author = {Sun, Zhida and Wang, Sitong and Yang, Wenjie and Y\"{u}r\"{u}ten, Onur and Shi, Chuhan and Ma, Xiaojuan}, title = {"A Postcard from Your Food Journey in the Past": Promoting Self-Reflection on Social Food Posting}, year = {2020}, isbn = {9781450369749}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3357236.3395475}, booktitle = {Proceedings of the 2020 ACM Designing Interactive Systems Conference}, pages = {1819–1832}, numpages = {14} }

Sun, Z., Wang, S., Yang, W., Yürüten, O., Shi, C., & Ma, X. (2020, July). " A Postcard from Your Food Journey in the Past" Promoting Self-Reflection on Social Food Posting. In Proceedings of the 2020 ACM Designing Interactive Systems Conference (pp. 1819-1832).

Zhida Sun, Sitong Wang, Wenjie Yang, Onur Yürüten, Chuhan Shi, and Xiaojuan Ma. 2020. "A Postcard from Your Food Journey in the Past": Promoting Self-Reflection on Social Food Posting. Proceedings of the 2020 ACM Designing Interactive Systems Conference. Association for Computing Machinery, New York, NY, USA, 1819–1832. https://doi.org/10.1145/3357236.3395475

@inproceedings{zhao2020commonsense, title = "Learning {P}hysical {C}ommon {S}ense as {K}nowledge {G}raph {C}ompletion via {BERT} {D}ata {A}ugmentation and {C}onstrained {T}ucker {F}actorization", author = "Zhao, Zhenjie and Papalexakis, Evangelos and Ma, Xiaojuan", booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)", month = nov, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2020.emnlp-main.266", doi = "10.18653/v1/2020.emnlp-main.266", pages = "3293--3298" }

Zhao, Z., Papalexakis, E., & Ma, X. (2020, January). Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP).

Zhenjie Zhao, Evangelos Papalexakis, and Xiaojuan Ma. "Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization." In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). 2020.

@inproceedings{xia2020gaming, author = {Xia, Meng and Asano, Yuya and Williams, Joseph Jay and Qu, Huamin and Ma, Xiaojuan}, title = {Using Information Visualization to Promote Students' Reflection on "Gaming the System" in Online Learning}, year = {2020}, isbn = {9781450379519}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3386527.3405924}, doi = {10.1145/3386527.3405924}, booktitle = {Proceedings of the Seventh ACM Conference on Learning @ Scale}, pages = {37–49}, numpages = {13}, keywords = {reflective nudge, reflection, online learning, gaming the system, information visualization}, location = {Virtual Event, USA}, series = {L@S '20} }

Xia, M., Asano, Y., Williams, J. J., Qu, H., & Ma, X. (2020, August). Using information visualization to promote students' reflection on" gaming the system" in online learning. In Proceedings of the Seventh ACM Conference on Learning@ Scale (pp. 37-49).

Meng Xia, Yuya Asano, Joseph Jay Williams, Huamin Qu, and Xiaojuan Ma. "Using information visualization to promote students' reflection on" gaming the system" in online learning." In Proceedings of the Seventh ACM Conference on Learning@ Scale, pp. 37-49. 2020.

@inproceedings{liu2020visual, author={Liu, Qiangqiang and Li, Quan and Tang, Chunfeng and Lin, Huanbin and Ma, Xiaojuan and Chen, Tianjian}, booktitle={2020 IEEE Visualization Conference (VIS)}, title={A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers’ Travel Demands}, year={2020}, pages={76-80}, doi={10.1109/VIS47514.2020.00022} }

Liu, Q., Li, Q., Tang, C., Lin, H., Ma, X., & Chen, T. (2020, October). A visual analytics approach to scheduling customized shuttle buses via perceiving passengers’ travel demands. In 2020 IEEE Visualization Conference (VIS) (pp. 76-80). IEEE.

Qiangqiang Liu, Quan Li, Chunfeng Tang, Huanbin Lin, Xiaojuan Ma, and Tianjian Chen. "A visual analytics approach to scheduling customized shuttle buses via perceiving passengers’ travel demands." In 2020 IEEE Visualization Conference (VIS), pp. 76-80. IEEE, 2020.

@inproceedings{li2020gatekeeper, author = {Li, Quan and Peng, Zhenhui and Zeng, Haipeng and Chen, Qiaoan and Yi, Lingling and Wu, Ziming and Ma, Xiaojuan and Chen, Tianjian}, title = {Friend Network as Gatekeeper: A Study of WeChat Users’ Consumption of Friend-Curated Contents}, year = {2020}, isbn = {9781450388153}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3403676.3403679}, doi = {10.1145/3403676.3403679}, booktitle = {The Eighth International Workshop of Chinese CHI}, pages = {21–31}, numpages = {11}, keywords = {Friend-curated content, information consumption, gatekeeper}, location = {Honolulu, HI, USA}, series = {Chinese CHI 2020} }

Li, Q., Peng, Z., Zeng, H., Chen, Q., Yi, L., Wu, Z., Ma, X. and Chen, T. (2020, April). Friend Network as Gatekeeper: A Study of WeChat Users’ Consumption of Friend-Curated Contents. In The eighth International Workshop of Chinese CHI (pp. 21-31).

Quan Li, Zhenhui Peng, Haipeng Zeng, Qiaoan Chen, Lingling Yi, Ziming Wu, Xiaojuan Ma, and Tianjian Chen. "Friend Network as Gatekeeper: A Study of WeChat Users’ Consumption of Friend-Curated Contents." In The eighth International Workshop of Chinese CHI, pp. 21-31. 2020.

@inproceedings{sun2019adversarial, title={Adversarial imitation learning from incomplete demonstrations}, author={Sun, Mingfei and Ma, Xiaojuan}, booktitle={Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)}, year={2019}, pages={3513--3519} }

Sun, M., & Ma, X. (2019). Adversarial imitation learning from incomplete demonstrations. In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI). pp. 3513-3519.

Mingfei Sun, and Xiaojuan Ma. "Adversarial imitation learning from incomplete demonstrations." In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI). pp. 3513-3519. (2019).

@inproceedings{wang2019transfer, title={Cross-city transfer learning for deep spatio-temporal prediction}, author={Wang, Leye and Geng, Xu and Ma, Xiaojuan and Liu, Feng and Yang, Qiang}, booktitle={Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)}, year={2019}, pages={1893--1899} }

Wang, L., Geng, X., Ma, X., Liu, F., & Yang, Q. (2019). Cross-city transfer learning for deep spatio-temporal prediction. In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI). pp. 1893-1899.

Leye Wang, Xu Geng, Xiaojuan Ma, Feng Liu, and Qiang Yang. "Cross-city transfer learning for deep spatio-temporal prediction." In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI). (2019). pp. 1893-1899.

@inproceedings{peng2019proactivity, author = {Peng, Zhenhui and Kwon, Yunhwan and Lu, Jiaan and Wu, Ziming and Ma, Xiaojuan}, title = {Design and Evaluation of Service Robot's Proactivity in Decision-Making Support Process}, year = {2019}, isbn = {9781450359702}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3290605.3300328}, doi = {10.1145/3290605.3300328}, booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems}, pages = {1–13}, numpages = {13}, keywords = {human-robot interaction, proactivity, robot manner, decision-making support}, location = {Glasgow, Scotland Uk}, series = {CHI '19} }

Peng, Z., Kwon, Y., Lu, J., Wu, Z., & Ma, X. (2019, May). Design and evaluation of service robot's proactivity in decision-making support process. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (pp. 1-13).

Zhenhui Peng, Yunhwan Kwon, Jiaan Lu, Ziming Wu, and Xiaojuan Ma. "Design and evaluation of service robot's proactivity in decision-making support process." In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2019.

@inproceedings{wu2019brand, author = {Wu, Ziming and Kim, Taewook and Li, Quan and Ma, Xiaojuan}, title = {Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs}, year = {2019}, isbn = {9781450359702}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3290605.3300443}, doi = {10.1145/3290605.3300443}, booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems}, pages = {1–12}, numpages = {12}, keywords = {computational design assessment, mobile user interfaces, brand personality}, location = {Glasgow, Scotland Uk}, series = {CHI '19} }

Wu, Z., Kim, T., Li, Q., & Ma, X. (2019, May). Understanding and modeling user-perceived brand personality from mobile application uis. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (pp. 1-12).

Ziming Wu, Taewook Kim, Quan Li, and Xiaojuan Ma. "Understanding and modeling user-perceived brand personality from mobile application uis." In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2019.

@inproceedings{xia2019peerlens, author = {Xia, Meng and Sun, Mingfei and Wei, Huan and Chen, Qing and Wang, Yong and Shi, Lei and Qu, Huamin and Ma, Xiaojuan}, title = {PeerLens: Peer-Inspired Interactive Learning Path Planning in Online Question Pool}, year = {2019}, isbn = {9781450359702}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3290605.3300864}, doi = {10.1145/3290605.3300864}, booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems}, pages = {1–12}, numpages = {12}, keywords = {question pool, visualization, learning path planning}, location = {Glasgow, Scotland Uk}, series = {CHI '19} }

Xia, M., Sun, M., Wei, H., Chen, Q., Wang, Y., Shi, L., Qu, H. and Ma, X. (2019, May). Peerlens: Peer-inspired interactive learning path planning in online question pool. In Proceedings of the 2019 CHI conference on human factors in computing systems (pp. 1-12).

Meng Xia, Mingfei Sun, Huan Wei, Qing Chen, Yong Wang, Lei Shi, Huamin Qu, and Xiaojuan Ma. "Peerlens: Peer-inspired interactive learning path planning in online question pool." In Proceedings of the 2019 CHI conference on human factors in computing systems, pp. 1-12. 2019.

@inproceedings{trimponias2019rating, author = {Trimponias, George and Ma, Xiaojuan and Yang, Qiang}, title = {Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective}, year = {2019}, isbn = {9781450366748}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3308558.3313569}, doi = {10.1145/3308558.3313569}, booktitle = {The World Wide Web Conference}, pages = {1853–1863}, numpages = {11}, keywords = {rating, collaborative., ranking, Human computation, crowdsourcing}, location = {San Francisco, CA, USA}, series = {WWW '19} }

Trimponias, G., Ma, X., & Yang, Q. (2019, May). Rating worker skills and task strains in collaborative crowd computing: A competitive perspective. In The World Wide Web Conference (pp. 1853-1863).

George Trimponias, Xiaojuan Ma, and Qiang Yang. "Rating worker skills and task strains in collaborative crowd computing: A competitive perspective." In The World Wide Web Conference, pp. 1853-1863. 2019.

@inproceedings{ma2019personality, author = {Ma, Xiaojuan and Yang, Emily and Fung, Pascale}, title = {Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges}, year = {2019}, isbn = {9781450366748}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3308558.3313400}, doi = {10.1145/3308558.3313400}, booktitle = {The World Wide Web Conference}, pages = {1222–1233}, numpages = {12}, keywords = {dialog system, perceived emotional intelligence, emotional intelligence, affective computing, personality, virtual agents, emotions}, location = {San Francisco, CA, USA}, series = {WWW '19} }

Ma, X., Yang, E., & Fung, P. (2019, May). Exploring perceived emotional intelligence of personality-driven virtual agents in handling user challenges. In The World Wide Web Conference (pp. 1222-1233).

Xiaojuan Ma, Emily Yang, and Pascale Fung. "Exploring perceived emotional intelligence of personality-driven virtual agents in handling user challenges." In The World Wide Web Conference, pp. 1222-1233. 2019.

@inproceedings{zhao2019text, title={Text emotion distribution learning from small sample: a meta-learning approach}, author={Zhao, Zhenjie and Ma, Xiaojuan}, booktitle={Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)}, pages={3957--3967}, year={2019} }

Zhao, Z., & Ma, X. (2019, November). Text emotion distribution learning from small sample: a meta-learning approach. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (pp. 3957-3967).

Zhenjie Zhao, and Xiaojuan Ma. "Text emotion distribution learning from small sample: a meta-learning approach." In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pp. 3957-3967. 2019.

@inproceedings{zhao2019embeddinghumor, title = "Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition", author = "Zhao, Zhenjie and Cattle, Andrew and Papalexakis, Evangelos and Ma, Xiaojuan", booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)", month = nov, year = "2019", address = "Hong Kong, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/D19-1669", doi = "10.18653/v1/D19-1669", pages = "6376--6381" }

Zhao, Z., Cattle, A., Papalexakis, E., & Ma, X. (2019, January). Embedding lexical features via tensor decomposition for small sample humor recognition. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).

Zhao, Zhenjie, Andrew Cattle, Evangelos Papalexakis, and Xiaojuan Ma. "Embedding lexical features via tensor decomposition for small sample humor recognition." In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.

@inproceedings{ma2017video, title={Video-based evanescent, anonymous, asynchronous social interaction: Motivation and adaption to medium}, author={Ma, Xiaojuan and Cao, Nan}, booktitle={Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing}, pages={770--782}, year={2017} }

Ma, X., & Cao, N. (2017, February). Video-based evanescent, anonymous, asynchronous social interaction: Motivation and adaption to medium. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (pp. 770-782).

Xiaojuan Ma and Nan Cao. "Video-based evanescent, anonymous, asynchronous social interaction: Motivation and adaption to medium." In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, pp. 770-782. 2017.

@inproceedings{wang2017location, title={Location privacy-preserving task allocation for mobile crowdsensing with differential geo-obfuscation}, author={Wang, Leye and Yang, Dingqi and Han, Xiao and Wang, Tianben and Zhang, Daqing and Ma, Xiaojuan}, booktitle={Proceedings of the 26th International Conference on World Wide Web}, pages={627--636}, year={2017} }

Wang, L., Yang, D., Han, X., Wang, T., Zhang, D., & Ma, X. (2017, April). Location privacy-preserving task allocation for mobile crowdsensing with differential geo-obfuscation. In Proceedings of the 26th International Conference on World Wide Web (pp. 627-636).

Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, and Xiaojuan Ma. "Location privacy-preserving task allocation for mobile crowdsensing with differential geo-obfuscation." In Proceedings of the 26th International Conference on World Wide Web, pp. 627-636. 2017.