Peng, Z., Chen, Q., Shen, Z., Ma, X., & Oulasvirta, A. (2024). DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design. Proceedings of the ACM on Human-Computer Interaction, 8, CSCW1, Article 44, 40 pages. HTML
Hu, J., Guo, J., Tang, N., Ma, X., Yao, Y., Yang, C., and Xu, Y. (2024). Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation. Proceedings of the ACM on Human-Computer Interaction, 8, CSCW1, Article 43 (April 2024), 30 pages. HTML
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. Proceedings of the ACM on Human-Computer Interaction, 7, CSCW2, Article 272 (Oct 2023), 24 pages. HTML
Sun, Y., Ma, X., Lindtner, S., & He, L. (2023). Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice. Proceedings of the ACM on Human-Computer Interaction, 7, CSCW1, Article 329 (Oct 2023), 29 pages. HTML
Sun, Y., Ma, X., Lindtner, S., & He, L. (2022). 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 (April 2023), 28 pages. HTML
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). (accepted) HTML
Sun, Z., Wang, S., Liu, C., and Ma, X. (2022). Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings. ACM Transactions on Computer-Human Interaction (TOCHI). (early access) HTML
Peng, Z., Liu, Y., Zhou, H., Xu, Z., and Ma, X. (2022). CReBot: Exploring interactive question prompts for critical paper reading. International Journal of Human - Computer Studies (IJHCS). (accepted) HTML
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. HTML
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. HTML
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. HTML
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. HTML
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. (Method Recognition Award) HTML
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. HTML
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). (early access) HTML
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). (early access) HTML
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). (early access) HTML
Li, Q., Wei, X., Lin, H., Liu, Y., Chen, T., and Ma, X. (2021). Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics. IEEE Transactions on Visualization and Computer Graphics (TVCG). (early access) HTML
Sun, M., Peng, Z., Xia, M. and Ma, X. (2021). Investigating the Effects of Robot Engagement Communication on Learning from Demonstration. International Journal of Social Robotics. (early access) PDF
Mogavi, R.H., Ma, X., and Hui, P. (2021). Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites. Proc. ACM Hum.-Comput. Interact. 5, CSCW. Article 12. 22 pages. HTML
Wang, L., Wang, D., Tian, F., Peng, Z., Fan, X., Zhang, Z., Ma, S., Yu, M., Ma, X., and Wang, H. (2021). CASS: Towards Building a Social-Support Chatbot for Online Health Community. Proc. ACM Hum.-Comput. Interact. 5, CSCW. Article 9. 31 pages. HTML
Zhao, Z. and Ma, X. (2021). Designing an Artificial Agent for Cognitive Apprenticeship Learning of Elevator Pitch in Virtual Reality. IEEE Transactions on Cognitive and Developmental Systems (TCDS). (early access). HTML
Xia, M., Velumani, P., Xu, P., Wang, Y., Qu, H., and Ma, X. (2020). QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design. IEEE Transactions on Visualization and Computer Graphics (TVCG). (in press). PDF
Sun, Z., Reani, M., Li, Q., and Ma, X. (2020). Fostering Engagement in Technology-Mediated Stress Management: A Comparative Study of Biofeedback Designs. International Journal of Human-Computer Studies (IJHCS). 102430. HTML
Wang, L., Zhang, D., Yang, D., Lim, B.Y., Han, X., and Ma, X. (2020). Sparse Mobile Crowdsensing with Differential and Distortion Location Privacy. IEEE Transactions on Information Forensics & Security. 15: 2735 - 2749. HTML
Kim, T., Lee, J., Peng, Z., and Ma, X. (2019). Love in Lyrics: An Exploration of Supporting Textual Manifestation of Affection in Social Messaging. Proc. ACM Hum.-Comput. Interact. 3, CSCW, Article 79 (November 2019), 27 pages. PDF
Wang, L., Geng, X., Ke, J., Peng, C., Ma, X., Zhang, D., and Yang, Q. (2019). Ridesharing Car Detection by Transfer Learning. Artificial Intelligence. 273, 1-18. HTML
Wang, Y.*, Sun, Z.*, Zhang, H., Cui, W., Xu, K., Ma, X., Zhang, D. (2019). DataShot: Automatic Generation of Fact Sheets from Tabular Data. IEEE Transactions on Visualization and Computer Graphics (TVCG). 26(1), 895-905. PDF
Zhao, Z. and Ma, X. (2019). ShadowPlay2.5D: A 360-Degree Video Authoring Tool for Immersive Appreciation of Classical Chinese Poetry. ACM Journal on Computing and Cultural Heritage (JOCCH). Article No.: 5. HTML
Zhao, S., Xu, Y., Ma, X., Jiang, Z., Luo, Z., Li, S., Yang, L.T., Dey, A., and Pan, G. (2019). Gender Profiling from a Single Snapshot of Apps Installed on a Smartphone: An Empirical Study. IEEE Transactions on Industrial Informatics. 16(2), 1330-1342. PDF
Li, Q., Yi, L., Njotoprawiro, K.S., Qu, H., and Ma, X. (2018). WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles. IEEE Transactions on Visualization and Computer Graphics (TVCG). PDF
Ma, X., Gui, X., Fan, J., Zhao, M., Chen, Y., and Zheng, K. (2018). Professional Medical Advice at your Fingertips: An empirical study of an online "Ask the Doctor" Platform. Proc. ACM Hum.-Comput. Interact. 2, CSCW. PDF
Wu, Z., Sun, Z., Kim, T., Reani, M., Jay, C., and Ma, X. (2018). Mediating Color Filter Exploration with Color Theme Semantics Derived from Social Curation Data. Proc. ACM Hum.-Comput. Interact. 2, CSCW. PDF
Tong, C., Roberts, R., Borgo, R., Walton, S., Laramee, R.S., Wegba, K., Lu, A., Wang, Y., Qu, H., Luo, Q., and Ma, X. (2018). Storytelling and Visualization: An Extended Survey. Information. HTML
Li, Q., Xu, P., Chan, Y. Y., Wang, Y., Wang, Z., Qu, H., and Ma, X. (2017). A Visual Analytics Approach for Understanding Reasons behind Snowballing and Comeback in MOBA Games. IEEE Transactions on Visualization and Computer Graphics (TVCG). PDF
Zhu, K., Ma, X., Chen, H., and Liang, M. (2016). Tripartite Effects: Exploring Users' Mental Model of Mobile Gestures under the Influence of Operation, Handheld Posture, and Interaction Space. International Journal of Human-Computer Interaction (IJHCI). HTML
Ma, X. (2016). Developing Design Guidelines for a Visual Vocabulary of Electronic Medical Information to Improve Health Literacy. Interacting with Computers (IwC). HTML
Chen, C., Zhang, D., Ma, X., Guo, B., Wang, L., Wang, Y., & Sha, E. (2016). crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis. IEEE Transactions on Intelligent Transportation Systems. (Featured by IEEE Spectrum Read more)
Chen, L., Zhang, D., Ma, X., Wang, L., Li, S., Wu, Z., & Pan, G. (2016) Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data. IEEE Transactions on Intelligent Transportation Systems. PDF
Ma, X. (2015). Data-Driven Techniques to Assist Design of Perceptually Effective Visual Displays. Information Design Journal. 21(3):p207-224. (Cover article)
Chen, C., Zhang, D., Guo, B., Ma, X., Pan, G., and Wu, Z. (2014). TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints. IEEE Transactions on Intelligent Transportation Systems.
Ma, X. (2013). Evocation: Analyzing and Propagating a Semantic Relation based on Free Word Association. Language Resources and Evaluation . 47(3): 819-837. HTML
Book or Book Chapter
Marcus, A., Kurosu, M., Ma, X., Hashizume, A. (2017). Cuteness Engineering: Designing Adorable Products and Services. Springer Series on Cultural Computing. (Publishing Award by Japan Society of Kansei Engineering (JSKE) 2020; available now, Read more)
TBD
Li, Q., Wu, Z., Qu, H., and Ma, X. (2019). Co-design of an Interactive Analytics System for Multiplayer Online Battle Arena Game Occurrences. Wallner, G. (Ed.) Data Analytics Applications in Gaming and Entertainment. (in press, Read more)
TBD
Conference
Hu, J., Li, J., Zeng, Y., Yang, D., Liang, D., Meng, H., and Ma, X. (2024). Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening. In Proc. CHI2024. HTML
Huang, Z., Cao, X., Zhang, Y. and Ma, X. (2024). Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills. In Proc. CHI2024. HTML
Ma, S., Wang, X., Lei, Y., Shi, C., Yin, M. and Ma, X. (2024). "Are You Really Sure?'' Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making. In Proc. CHI2024. HTML
Li, J., He, C., Hu, J., Jia, B., Halevy, A., and Ma, X. (2024). DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study. In Proc. CHI2024. HTML
Zheng, C., Yuan, K., Guo, B., Mogavi, R.H., Peng, Z., Ma, S. and Ma, X. (2024). Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students. In Proc. CHI2024. HTML
Zhu, Q., Wang, Z., Zeng, W., Wai, T., Lin, W. and Ma, X. (2024). Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments. In Proc. CHI2024. HTML
Sun, Y., Yi, Z., Ma, X., Mao, J., and Tong, X. (2024). Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions. In Proc. CHI2024. (Best Paper Award).HTML
Xiong, Z., Fu, S., Zhu, Y., Zhu, C., Ma, X. and Fan, M. (2024). "It is hard to remove from my eye": Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers. In Proc. CHI2024. (Honorable Mention Award).HTML
Xiao, S., Wang, L., Ma, X. and Zeng, W. (2024). TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation. In Proc. CHI2024. HTML
Lyu, H., Bai, Y., Liang, X., Das, U., Shi, C., Gong, L., Li, Y., Sun, M., Ge, M. and Ma, X. (2024). FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers’ Preference Elicitation. In Proc. IUI2024. pp. 344-369. HTML
Yuan, K., Lin, H., Cao, S., Peng, Z., Guo, Q., and Ma, X. (2023). CriTrainer: An Adaptive Training Tool for Critical Paper Reading. In Proc. UIST2023. 17 pages. HTML
Peng, Z., Wang, X., Han, Q., Zhu, J., Ma, X., and Qu, H. (2023). Storyfier: Exploring Vocabulary Learning Support with Text Generation Models. In Proc. UIST2023. 16 pages. HTML
Ma, S., Lei, Y., Wang, X., Zheng, C., Shi, C., Yin, M. & Ma, X. (2023). Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making. In Proc. CHI2023. 20 pages. HTML
Zheng, C., Wu, Y., Shi, C., Ma, S., Luo, J. & Ma, X. (2023). Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making. In Proc. CHI2023. 19 pages. HTML
Liu, C., Zhou, S., Liu, D., Li, J., Huang, Z., & Ma, X. (2023). CoArgue: Fostering Lurkers’ Contribution to Collective Arguments in Community-based QA Platforms. In Proc. CHI2023. 27 pages. HTML
Guo, Q., Zhang, C., Lyu, H., Peng, Z. and Ma, X. (2023). What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and their Interactions. In Proc. CHI2023. 17 pages. HTML
Shi, C., Hu, Y., Wang, S., Ma, S., Zheng, C., Ma, X. & Luo, Q. (2023). RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning. In Proc. CHI2023. 20 pages. HTML
Wang, S., Petridis, S., Kwon, T., Ma, X. & Chilton, L.B. (2023). PopBlends: Strategies for Conceptual Blending with Large Language Models. In Proc. CHI2023. 19 pages. HTML
Jiang, Y., Ding, X., Ma, X., Sun, Z., & Gu, N. (2023). IntimaSea: Exploring Shared Stress Display in Close Relationships. In Proc. CHI2023. 19 pages. HTML
Guo, Q., Zhou, S., Wu, Y., Peng, Z., & Ma, X. (2022). Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns. In Proc. CHI2022. 20 pages. HTML
Ma, S., Zhou, T., Nie, F., & Ma, X. (2022). Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes. In Proc. CHI2022. 25 pages. HTML
Yang, W., Wu, Z., Mok, N. Y., & Ma, X. (2022). How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19. In Proc. CHI2022. 18 pages. HTML
Shi, C., Jiang, Z., Ma, X., & Luo, Q. (2022). A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects. In Proc. CHI2022. 18 pages. HTML
Zheng, C., Wang, D., Wang, A. Y., & Ma, X. (2022). Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work. In Proc. CHI2022. 20 pages. HTML
Ding, Z., Kang, J., HO, T. O. T., Wong, K. H., Fung, H. H., Meng, H., & Ma, X. (2022). TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening. In Proc. CHI2022. 19 pages. HTML
Xie, L., Wu, Z., Xu, P., Li, W., Ma, X., & Li, Q. (2022). RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics. In Proc. CHI2022. 17 pages. HTML
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 Proc. ACL2022. pages 5073–5085. HTML
TBD
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 Proc. ACL2022. pages 447-460. HTML
TBD
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. AAAI ICWSM2022. 12 pages. PDF
TBD
Hadi Mogavi, R., Guo, B., Zhang, Y., Haq, E. U., Hui, P., & Ma, X. (2022). When Gamification Spoils Your Learning: A Qualitative Case Study of Gamification Misuse in a Language-Learning App. In Proc. ACM L@S2022. pages 175-188. (Honorable Mention Award).PDF
TBD
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. In Proc. ACM DIS2022. 15 pages.
TBD
ZLu, Z., Tan, P., Ji, Y., and Ma, X. (2022). The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design. In Proc. ACM DIS2022. 13 pages.
TBD
Zheng., C. and Ma, X. (2022). Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story. In Proc. IEEE PacificVis2022. 12 pages. HTML
Peng, Z., Ma, X., Yang, D., Tsang, K.W., and Guo, Q. (2021). Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities. In Proc. CHI2021. 18 pages. HTML
TBD
Kang, Y.*, Sun, Z.*, Wang, S., Huang, Z., Wu, Z., and Ma, X. (2021). MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration. In Proc. CHI2021. 22 pages. (*equal contribution) HTML
TBD
Han, F.*, Cheng, Y.*, Strachan, M., and Ma, X. (2021). Hybrid Paper-Digital Interfaces: A Systematic Literature Review. In Proc. Designing Interactive Systems (DIS) 2021. (*equal contribution)
TBD
Wu, Z.*, Xu, Q.*, Liu, Y.*, Peng, Z., Xu, Y., and Ma, X. (2021). Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design. In Proc. ACM International Conference on Mobile Human-Computer Interaction (MobileHCI) 2021. (*equal contribution, to appear)
TBD
Zhao, Z., Sun, M., and Ma, X. (2021). Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games. In Proc. ACL Workshop on Meta Learning for NLP (MetaNLP).
TBD
Zhao, Z. and Ma, X. (2021). Meta-learning for Task-oriented Household Text Games. In Proc. ACL Workshop on Meta Learning for NLP (MetaNLP).
TBD
Mogavi, R.H., Zhao, Y., Haq, E.U., Hui, P. and Ma, X. (2021). Student Barriers to Active Learning in Synchronous Online Classes: Characterization, Reflections, and Suggestions. In Proc. Learning at Scale (L@Scale) 2021.
TBD
Peng, Z., Guo, Q., Tsang, K.W., and Ma, X. (2020). Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community. In Proc. CHI2020. PDF
TBD
Wu, Z., Jiang, Y., Liu, Y., and Ma, X. (2020). Predicting and Diagnosing User Engagement with Mobile UI Animation via a Data-Driven Approach. In Proc. CHI2020. PDF
TBD
Lin, C., Cheng, T.Y., and Ma, X. (2020). ARchitect: Building Interactive Virtual Experiences from Physical Affordances by Bringing Human-in-the-Loop. In Proc. CHI2020. PDF
TBD
Fu, X., Zhu, Y., Xiao, Z., Xu, Y., and Ma, X. (2020). RestoreVR: Generating Embodied Knowledge and Situated Experience of Dunhuang Mural Conservation via Interactive Virtual Reality. In Proc. CHI2020. PDF
TBD
Li, Q., Lin, H., Wei, X., Huang, Y., Fan, L., Du, J., Ma., X., Chen, T. (2020). MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon. In Proc. CHI2020. PDF
TBD
Wang, X., Zeng, H., Wang, Y., Wu, A., Sun, Z., Ma, X., and Qu, H. (2020). VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking. In Proc. CHI2020. PDF
TBD
Shi, Y., Cao, N., Ma., X., Chen, S., and Liu, P. (2020). EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding. In Proc. CHI2020. PDF
TBD
Ding, X., Gui, X., Ma., X., Ding, Z., and Chen, Y. (2020). Getting the Healthcare We Want: the Use of Online "Ask the Doctor" Platforms in Practice. In Proc. CHI2020 (Honourable Mention Award). PDF
TBD
Peng, Z., Mo, K., Zhu, X., Chen, J., Chen, Z., Xu, Q., and Ma, X. (2020). Understanding User Perceptions of Robot's Delay, Voice Quality-Speed Trade-off and GUI during Conversation. In Proc. CHI2020 EA. PDF
TBD
Xia, M., Xu, M., Cheng, T., Lin, C., Qu, H., and Ma, X. (2020). SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics. In Proc. EuroVis2020. PDF
TBD
Sun, Z., Wang, S., Yang, W., Yürüten, O, Shi, C., and Ma, X. (2020). "A Postcard from Your Food Journey in the Past": Promoting Self-Reflection on Social Food Posting. In Proc. DIS2020. PDF
TBD
Zhao, Z, Papalexakis, E., and Ma, X. (2020). Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. In Proc. EMNLP 2020. PDF
TBD
Xia, M., Asano, Y., Williams, J.J., Qu, H., and Ma, X. (2020). Using Information Visualization to Promote Students’ Reflection on “Gaming the system” in Online Learning. In Proc. Learning at Scale (L@S2020). PDF
TBD
Liu, Q., Li, Q., Tang, C., Lin, H., Ma, X., and Chen, T. (2020). A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands. In Proc. IEEE VIS 2020 Short Paper. PDF
TBD
Zhao, Z. and Ma, X. (2020). Situated Learning of Soft Skills with an Interactive Agent in Virtual Reality via Multimodal Feedback. In Proc. UIST 2020 EA. PDF
TBD
Zhao, Z. and Ma, X. (2019). Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach. In Proc. EMNLP-IJCNLP 2019. (iii.b) PDF
TBD
Zhao, Z., Cattle, A., Papalexakis, E., and Ma, X. (2019). Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. In Proc. EMNLP-IJCNLP 2019. (iii.b) PDF
TBD
Sun, M. and Ma, X. (2019). Adversarial Imitation Learning from Incomplete Demonstrations. In Proc. IJCAI2019. (iii.b) PDF
TBD
Wang, L., Geng, X., Ma, X., Liu, F., and Yang, Q. (2019). Cross-City Transfer Learning for Deep Spatio-Temporal Prediction. In Proc. IJCAI2019. (i.c, iv.a) PDF
TBD
Peng, Z., Kwon, Y., Lu, J., Wu, Z., and Ma, X. (2019). Design and Evaluation of Service Robot’s Proactivity in Decision-Making Support Process. In Proc. CHI2019. PDF
TBD
Wu, Z., Kim, T., Li, Q., and Ma, X. (2019). Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs. In Proc. CHI2019. (ii.a, iv.c) PDF
TBD
Xia, M., Sun, M., Wei, H., Chen, Q., Wang, Y., Shi, L., Qu, H., and Ma., X. (2019). PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool. In Proc. CHI2019. (ii.b, iv.a) PDF
TBD
Ma, X.*, Yang, E.*, and Fung, P. (2019). Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges. In Proc. WWW2019. (iii.a) PDF
TBD
Trimponias, G.*, Ma, X.*, and Yang, Q. (2019). Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective. In Proc. WWW2019. (ii.b) PDF
TBD
Wu, Z.*, Guo, J.*, Zhang, S., Zhao, C. and Ma, X. (2019). An AR Benchmark System for Indoor Planar Object Tracking. In 2019 IEEE International Conference on Multimedia and Expo (ICME). (ii.b) PDF
TBD
Peng, Z., Kim, T., and Ma, X. (2019). GremoBot: Exploring Emotion Regulation in Group Chat. In Conference Companion Publication of CSCW2019. (iii.b) PDF
TBD
Yan, Y., Yu, C., Ma, X., Huang, S., Iqbal, H., and Shi, Y. (2018). Eyes-Free Target Acquisition in Interaction Space around the Body for Virtual Reality. In Proc. CHI2018. (ii.a, iv.b) PDF
TBD
Yan, Y., Yu, C., Ma, X., Yi, X., Ke, S., and Shi, Y. (2018). VirtualGrasp: Leveraging Experience of Interacting with Physical Objects to Facilitate Digital Object Retrieval. In Proc. CHI2018. (ii.a, iv.b) PDF
TBD
Li, Q., Njotoprawiro, K.S., Haleem, H., Chen, Q., Yi, C., and Ma, X. (2018). EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection. In Proc. IEEE VAST2018. (iv.a) PDF
TBD
Wang, L., Qin, G., Yang, D., Han, X., and Ma, X. (2018). Geographic Differential Privacy for Mobile Crowd Coverage Maximization. In Proc. AAAI2018. (ii.b, iv.c) PDF
TBD
Bahng, H., Yoo, S., Cho, W., Park, D. K., Wu, Z., Ma, X., & Choo, J. (2018). Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation. In Proc. ECCV2018. (iii.a, iv.b) Read more
TBD
Li, Q., Wu, Z., Xu, P., Qu, H., and Ma, X. (2018). A Multi-Phased Co-design of an Interactive Analytics System for MOBA Game Occurrences. In Proc. DIS2018. (iv.a) Read more
TBD
Cattle, A. and Ma, X. (2018). Recognizing Humour using Word Associations and Humour Anchor Extraction. In Proc. COLING2018. (ii.b) PDF
TBD
Sun, Z., Han, F., and Ma, X. (2018). Exploring the Effects of Scale in Augmented Reality-Empowered Visual Analytics. In Proc. CHI2018 EA. (i.c, ii.a)
TBD
Shi, Y., Yan, X. Ma, X., Lou, Y., and Cao, N. (2018). Designing Emotional Expressions of Conversational States for Voice Assistants: Modality and Engagement. In Proc. CHI2018 EA. (iii.a, iv.b)
TBD
Sun, M., Zhao, Z., and Ma, X. (2017). Sensing and Handling Engagement Dynamics in Human-Robot Interaction Involving Peripheral Computing Devices. In Proc. CHI2017. (i.a, iii) PDF
TBD
Zhu, Y., Wang, Y., Yu, C., Shi, S., Zhang, Y., He, S., Zhao, P., Ma, X., and Shi, Y. (2017). ViVo: Video-Augmented Dictionary for Vocabulary Learning. In Proc. CHI2017. (iv.c) PDF
TBD
Ma, X. and Cao, N. (2017). Video-based Evanescent, Anonymous, Asynchronous Social Interaction: Motivation and Adaption to Medium. In Proc. CSCW2017. (ii.b) PDF
TBD
Sun, Z., Cao, N., and Ma, X. (2017). Attention, Comprehension, Execution: Effects of Different Designs of Biofeedback Display. In Proc. CHI2017 EA. (i.b, iv.a)
TBD
Wu, Z. and Ma, X. (2017). Money as a Social Currency to Manage Group Dynamics: Red Packet Gifting in Chinese Online Communities. In Proc. CHI2017 EA. (i.c, ii.b)
TBD
Yang, Y., Ma, X., and Fung, P. (2017). Perceived Emotional Intelligence in Virtual Agents. In Proc. CHI2017 EA. (i.a, i.c, iii.a)
TBD
Zhu, F., Fang, K., and Ma, X. (2017). Exploring the Effects of Strategy and Arousal of Cueing in Computer-Human Persuasion. In Proc. CHI2017 EA. (i.b, ii.a, iii, iv.c)
TBD
Wang, L., Yang, D., Han, X., Wang, T., Zhang, D., and Ma., X. (2017). Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation. In Proc. WWW2017. (ii.b)
TBD
Cattle, A. and Ma, X. (2017). Predicting Word Association Strengths. In Proc. EMNLP2017. (ii.b) PDF
TBD
Li, Q., Shen, Q., Ming, Y., Xu, P., Wang, Y., Ma., X., and Qu, H. (2017). A Visual Analytics Approach for Understanding Egocentric Intimacy Network Evolution and Impact Propagation in MMORPGs. In Proc. PacificVis2017. (i.c, iv.a) Read more
TBD
Yue, Y., Ma, X., and Jiang, Z. (2016). Influence of Content Layout and Motivation on Users' Herd Behavior in Social Discovery. In Proc. CHI2016. (i.c, iv.c) HTML
TBD
Yun, W., Ma, X., Luo, Q., and Qu, H. (2016). Data Edibilization: Representing Data with Food. In Proc. CHI2016 alt.chi. (ii.a, iv.a, iv.b) HTML
TBD
Chen, L., Zhang, D., Wang, L, Yang, D., Ma, X., Li, S., Wu, Z., Pan, G., Nguyen, T., and Jakubowicz, J. (2016). Dynamic Cluster-Based Over-Demand Prediction in Bike Sharing Systems. In Proc. Ubicomp2016. (Honorable Mention Award).PDF
TBD
Wang, L., Zhang, D., Yang, D., Lim, B., and Ma, X. (2016). Differential Location Privacy for Sparse Mobile Crowdsensing. In Proc. ICDM2016. (ii.a, iv.c) PDF
TBD
Ma, X., Fang, K., and Zhu, F. (2016). From Breakage to Icebreaker: Inspiration for Designing Technological Support for Human-Human Interaction. In Proc. DIS2016. (ii, iv.c) PDF
TBD
Silpasuwanchai, C., Ma, X., Shigemasu, H., and Ren, X. (2016). Developing a Comprehensive Engagement Framework of Gamification for Reflective Learning. In Proc. DIS2016. (i, ii.a, iv.c)
TBD
Cattle, A. and Ma, X. (2016). Effects of Semantic Relatedness between Setups and Punchlines in Twitter Hashtag Games. In Proc. PEOPLES 2016. (ii.b)
TBD
Sun, Z., Cao, N., and Ma, X. (2016). VideoForest: interactive visual summarization of video streams based on danmu data. In Proc. SIGGRAPH ASIA 2016 Symposium on Visualization. (ii, iv.b)
TBD
Wang, Y., Chen, Z., Ma, X., Luo, Q., and Qu, H. (2016). Animated narrative visualization for video clickstream data. In Proc. SIGGRAPH ASIA 2016 Symposium on Visualization. (ii.a, iv.b)
TBD
Ma, X., Yu, L., Forlizzi, J., and Dow, S. (2015). Exiting the Design Studio: Leveraging Online Participants for Early-Stage Design Feedback. In Proc. CSCW2015. (ii.b, iv.c) PDF
TBD
Cheng, S., Sun, Z., Ma, X., Forlizzi, J., Hudson, S. and Dey, A. (2015). Social Eye Tracking: Gaze Recall with Online Crowds. In Proc. CSCW2015. (Honorable Mention Award).HTML
TBD
Yue, Y., Ma, X., and Jiang, Z. (equal contribution) (2014). Share your View: Impact of Co-Navigation Support and Status Composition in Collaborative Online Shopping. In Proc. CHI2014. (i.b, i.c, iv.c) PDF
TBD
Wei, J., Ma, X., and Zhao, S. (2014). Food Messaging: Using an Edible Medium for Social Messaging. In Proc. CHI2014. (ii, iv.b)
TBD
Chen, L., Zhang, D., Pan, G., Wang, L, Ma, X., Chen, C., and Li, S. (2014). Container Throughput Estimation Leveraging Ship GPS Traces and Open Data. In Proc. Ubicomp2014. (ii.a)
TBD
Chen, C., Zhang, D., Wang, L, Ma, X., Han, X., and Sha, E. (2014). TaxiExp: A Novel Framework for Inner-City Package Express via Taxi CrowdSourcing. In Proc. UIC2014. (ii.a, iv.c)
TBD
Ma, X., Forlizzi, J. and Dow, S. (2012). Guidelines for Depicting Emotions in Storyboard Scenarios. In Proc. 8th International Conference on Design & Emotion. (ii.b, iv.a)
TBD
Jianqiang, D.S., Ma, X., Zhao, S., Khoo, J.T., Bay, S.L. and Jiang, Z. (2011). Farmer's Tale: a Facebook Game to Promote Volunteerism. In Proc. CHI2011. (ii.b, iv.c)
TBD
Ma, X., Fellbaum, C. and Cook, P. (2010). SoundNet: Investigating a Language Composed of Environmental Sounds. In Proc. CHI2010. (Honorable Mention Award).PDF
TBD
Nikolova, S., Ma, X., Tremaine, M., and Cook, P. (2010). Vocabulary navigation made easier In Proc. IUI2010. (ii.a, iv.b)
TBD
Ma, X., Nikolova, S., and Cook, P. (2009). W2ANE: When Words Are Not Enough - Online Multimedia Language Assistant for People with Aphasia. In Proc. ACM Multimedia2009. (ii.a, iv.b) PDF
TBD
Ma, X. and Cook, P. (2009). How Well do Visual Verbs Work in Daily Communication for Young and Old Adults? In Proc. CHI2009. (ii.a, iv.b) PDF
TBD
Ma, X., Boyd-Graber, J., Nikolova, S. and Cook, P. (2009). Speaking Through Pictures: Images vs. Icons. In Proc. ASSETS2009. (ii.a, iv.b) PDF
