Lei CHEN
Chair Professor
Director of HKUST Big Data Institute
Department of Computer Science and Engineering
Hong Kong University of Science and Technology
Clear Water Bay, Kowloon, Hong Kong
Lei Chen received his BS degree in Computer Science
at Tian Jin University ,P.R.China(BS 94), and an MA degree in computer science
at Asian Institute of Technology (AIT) Asian Institute of Technology (MS 97).
He received a Ph.D. degree in Computer Science at University of Waterloo.
Lei Chen is an IEEE Fellow and ACM Distinguished Scientist.
Research Interests
- Data-Driven Machine Learning
- Crowdsourcing-based Data Processing
- Uncertain and Probabilistic databases
- Web data management
- Multimedia and Time series databases
- Privacy
Awards
- SIGMOD Test-of-Time Award, SIGMOD 2015
- Excellent Demo Award, VLDB 2014
- Google Faculty Award, (2013)
- Best Paper Award, APWeb (2013)
- Best Paper Award, DASFAA 2010
- Best Paper Award, DASFAA 2009
- Best Student Paper Award Runner-Up, DASFAA 2012
- Best Paper Session, Percom 2007
- Outstanding Reviewer Award, ICDE 2010
Student Supervision Achievements
- Yongxin Tong, Microsoft Research Asia Fellowship, 2012
- Mingxuan Yuan, Best Student Runner-Up Award, DASFAA 2012
-
Xiang Lian, The HKIE Outstanding Paper Award for Young Engineers and
Researchers , Hong Kong Institution of Engineers (HKIE), Hong Kong, China, 2009
-
Professor Samuel Chanson Best Final Year Project Award 2008
(UG Students: Group 1: HO, Siu Pang,WONG, Pong Ching,WONG, Hiu Fai Frankie;
Group 2: CHING, Chi Chung, CHAN, Kwai Keung, WONG, Sze Wan)
Courses
Current Course:
Past Courses:
- COMP 4331 Data Mining (Spring 2020)
- MSCBD 5002 Knowledge Discovery and Data Mining (Spring 2020)
- COMP 4331 Data Mining ( Fall 2018)
- COMP 4331 Data Mining ( Spring 2018)
- COMP 3311 Database Management Systems ( (Fall 2017)
- COMP 4332 (RMBI 4310) Big Data Mining (Spring 2017)
- COMP 5331 Knowledge Discovery in Databases (Fall 2016)
- COMP 4332 (RMBI 4310) Big Data Mining (Spring 2016)
- COMP 5331 Knowledge Discovery in Databases (Fall 2015)
- COMP 4332 (RMBI 4310) Big Data Mining (Spring 2015)
- COMP 5331 Knowledge Discovery in Databases (Fall 2014)
- COMP 4332 (RMBI 4310) Big Data Mining (Spring 2014)
- FYTG 5101 Data-Driven Processing (Spring 2014)
- COMP 6311D Hot Topics on Big Data (Fall 2013)
- COMP 3311-Database Management Systems (Spring 2013)
- FYTG 5101 Data-Driven Processing (Fall 2012)
- COMP 2012-Object-Oriented Programming and Data Structures (Spring 2012)
- COMP 3311- Database Management Systems (Fall 2011)
- COMP 630Q- Management of Uncertain Data (Spring 2011)
- COMP 231- Database Management Systems (Fall 2010)
- COMP 231- Database Management Systems (Spring 2010)
- COMP 231- Database Management Systems (Spring 2009)
- COMP 630P- Financial Time Series Analysis (Spring 2009)
- COMP 231- Database Management Systems (Spring 2008)
- COMP 171- Data Structures and Algorithms (Fall 2007)
- COMP 530 Database System and Implementation (Spring 2007)
- COMP 171- Data Structures and Algorithms (Fall 2006)
- COMP 630J- Similarity Search Over Databases (Spring 2006)
Publications
[ My DBLP Entry ]
2020:
- Yingxia Shao, Bin Cui, Lei Chen:
Large-scale Graph Analysis: System, Algorithm and Optimization. Springer 2020, ISBN 978-981-15-3927-5, pp. 1-146
- Jiachuan Wang, Peng Cheng, Libin Zheng, Chao Feng, Lei Chen, Xuemin Lin, Zheng Wang:
Demand-Aware Route Planning for Shared Mobility Services. Proc. VLDB Endow. 13(7): 979-991 (2020)
- Xueling Lin, Haoyang Li, Hao Xin, Zijian Li, Lei Chen:
KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking. Proc. VLDB Endow. 13(7): 1035-1049 (2020)
- Xun Jian, Yue Wang, Lei Chen:
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks. Proc. VLDB Endow. 13(10): 1723-1736 (2020)
- Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen:
Stable Learned Bloom Filters for Data Streams. Proc. VLDB Endow. 13(11): 2355-2367 (2020)
- Zhao Chen, Peng Cheng, Lei Chen, Xuemin Lin, Cyrus Shahabi:
Fair Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 13(11): 2479-2492 (2020)
- Alexander Zhou, Yue Wang, Lei Chen:
Finding Large Diverse Communities on Networks: The Edge Maximum k*-Partite Clique. Proc. VLDB Endow. 13(11): 2576-2589 (2020)
- Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen:
Optimizing DNN Computation Graph using Graph Substitutions. Proc. VLDB Endow. 13(11): 2734-2746 (2020)
- Yuxiang Zeng, Yongxin Tong, Yuguang Song, Lei Chen:
The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries. Proc. VLDB Endow. 13(13): 3517-3530 (2020)
- Chen Jason Zhang, Lei Chen, H. V. Jagadish, Mengchen Zhang, Yongxin Tong:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. IEEE Trans. Knowl. Data Eng. 32(1): 135-151 (2020)
- Shaoxu Song, Yu Sun, Aoqian Zhang, Lei Chen, Jianmin Wang:
Enriching Data Imputation under Similarity Rule Constraints. IEEE Trans. Knowl. Data Eng. 32(2): 275-287 (2020)
- Dong Qin, Xiangmin Zhou, Lei Chen, Guangyan Huang, Yanchun Zhang:
Dynamic Connection-Based Social Group Recommendation. IEEE Trans. Knowl. Data Eng. 32(3): 453-467 (2020)
- Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 32(4): 700-713 (2020)
- Hao Huang, Qian Yan, Wei Lu, Huaizhong Lin, Yunjun Gao, Lei Chen:
LERI: Local Exploration for Rare-Category Identification. IEEE Trans. Knowl. Data Eng. 32(9): 1761-1772 (2020)
- Xin Miao, Yanrong Kang, Qiang Ma, Kebin Liu, Lei Chen:
Quality-aware Online Task Assignment in Mobile Crowdsourcing. ACM Trans. Sens. Networks 16(3): 30:1-30:21 (2020)
- Lei Chen, Sihem Amer-Yahia:
VLDB SI survey editorial. VLDB J. 29(1): 1-2 (2020)
- Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi:
Spatial crowdsourcing: a survey. VLDB J. 29(1): 217-250 (2020)
- Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen:
Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. DASFAA (2) 2020: 694-710
- Yurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan, Guoren Wang, Lei Chen:
Real-Time Cross Online Matching in Spatial Crowdsourcing. ICDE 2020: 1-12
- Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen:
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. ICDE 2020: 433-444
- Qian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu:
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. ICDE 2020: 517-528
- Zijian Li, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang, Yue Wang, Xun Jian, Lei Chen, Qiang Yan, Tiezheng Mao:
TransN: Heterogeneous Network Representation Learning by Translating Node Embeddings. ICDE 2020: 589-600
- Wangze Ni, Peng Cheng, Lei Chen, Xuemin Lin:
Task Allocation in Dependency-aware Spatial Crowdsourcing. ICDE 2020: 985-996
- Qiyu Liu, Libin Zheng, Lei Chen:
RIDE: A System for Generalized Region of Interest Discovery and Exploration. ICDE 2020: 1738-1741
- Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Lei Chen, Jianchun Song:
HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks. ICDE 2020: 1954-1957
- Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen:
Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms. IJCAI 2020: 1279-1287
- Ye Yuan, Delong Ma, Zhenyu Wen, Yuliang Ma, Guoren Wang, Lei Chen:
Efficient Graph Query Processing over Geo-Distributed Datacenters. SIGIR 2020: 619-628
- Xiaofei Zhang, M. Tamer Özsu, Lei Chen:
ELite: Cost-effective Approximation of Exploration-based Graph Analysis. GRADES-NDA@SIGMOD 2020: 6:1-6:10
- Wentao Zhang, Xupeng Miao, Yingxia Shao, Jiawei Jiang, Lei Chen, Olivier Ruas, Bin Cui:
Reliable Data Distillation on Graph Convolutional Network. SIGMOD Conference 2020: 1399-1414
- Yingxia Shao, Shiyue Huang, Xupeng Miao, Bin Cui, Lei Chen:
Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs. SIGMOD Conference 2020: 1797-1812
- Xun Jian, Yue Wang, Xiayu Lei, Libin Zheng, Lei Chen:
SPARQL Rewriting: Towards Desired Results. SIGMOD Conference 2020: 1979-1993
- Wangze Ni, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin, Lei Chen, Xin Lai, Xiao Zhang:
CoinMagic: A Differential Privacy Framework for Ring Signature Schemes. CoRR abs/2003.06826 (2020)
2019:
- Sihem Amer-Yahia, Lei Chen, Atsuyuki Morishima, Senjuti Basu Roy:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 42(4): 2 (2019)
- Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen:
Interaction Management in Crowdsourcing. IEEE Data Eng. Bull. 42(4): 23-34 (2019)
- Ria Mae Borromeo, Lei Chen, Abhishek Dubey, Sudeepa Roy, Saravanan Thirumuruganathan:
On Benchmarking for Crowdsourcing and Future of Work Platforms. IEEE Data Eng. Bull. 42(4): 46-54 (2019)
- Yuxiang Zeng, Yongxin Tong, Lei Chen:
Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees. Proc. VLDB Endow. 13(3): 320-333 (2019)
- Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao:
Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload. IEEE Trans. Knowl. Data Eng. 31(4): 670-685 (2019)
- Libin Zheng, Lei Chen:
DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks. IEEE Trans. Knowl. Data Eng. 31(5): 867-879 (2019)
- Peng Cheng, Xiang Lian, Xun Jian, Lei Chen:
FROG: A Fast and Reliable Crowdsourcing Framework. IEEE Trans. Knowl. Data Eng. 31(5): 894-908 (2019)
- Yi Yu, Suhua Tang, Francisco Raposo, Lei Chen:
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 15(1): 20:1-20:16 (2019)
- Ye Yuan, Xiang Lian, Lei Chen, Guoren Wang, Jeffrey Xu Yu, Yishu Wang, Yuliang Ma:
GCache: Neighborhood-Guided Graph Caching in a Distributed Environment. IEEE Trans. Parallel Distributed Syst. 30(11): 2463-2477 (2019)
- Yue Wang, Lei Chen, Yulin Che, Qiong Luo:
Accelerating pairwise SimRank estimation over static and dynamic graphs. VLDB J. 28(1): 99-122 (2019)
- Xiangmin Zhou, Dong Qin, Lei Chen, Yanchun Zhang:
Real-time context-aware social media recommendation. VLDB J. 28(2): 197-219 (2019)
- Sihem Amer-Yahia, Lei Chen, Renée J. Miller:
Thematic issue on data management for graphs. VLDB J. 28(3): 293-294 (2019)
- Qiyu Liu, Xiang Lian, Lei Chen:
Probabilistic Maximum Range-Sum Queries on Spatial Database. SIGSPATIAL/GIS 2019: 159-168
- Qiyu Liu, Yuxiang Zeng, Lei Chen, Xiuwen Zheng:
Social-Aware Optimal Electric Vehicle Charger Deployment on Road Network. SIGSPATIAL/GIS 2019: 398-407
- Zijian Li, Lei Chen, Yue Wang:
G*-Tree: An Efficient Spatial Index on Road Networks. ICDE 2019: 268-279
- Fangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng Wang:
Cohesive Group Nearest Neighbor Queries Over Road-Social Networks. ICDE 2019: 434-445
- Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen:
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. ICDE 2019: 614-625
- Ye Yuan, Xiang Lian, Guoren Wang, Lei Chen, Yuliang Ma, Yishu Wang:
Weight-Constrained Route Planning Over Time-Dependent Graphs. ICDE 2019: 914-925
- Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang:
Online Social Media Recommendation Over Streams. ICDE 2019: 938-949
- Xueling Lin, Lei Chen:
Canonicalization of Open Knowledge Bases with Side Information from the Source Text. ICDE 2019: 950-961
- Libin Zheng, Peng Cheng, Lei Chen:
Auction-Based Order Dispatch and Pricing in Ridesharing. ICDE 2019: 1034-1045
- Peng Cheng, Lei Chen, Jieping Ye:
Cooperation-Aware Task Assignment in Spatial Crowdsourcing. ICDE 2019: 1442-1453
- Zhao Chen, Peng Cheng, Yuxiang Zeng, Lei Chen:
Minimizing Maximum Delay of Task Assignment in Spatial Crowdsourcing. ICDE 2019: 1454-1465
- Peng Cheng, Chao Feng, Lei Chen, Zheng Wang:
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. ICDE 2019: 1622-1625
- Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. ICDE 2019: 1626-1629
- Libin Wang, Yongxin Tong, Chunming Hu, Lei Chen, Yiming Li:
Procrastination-Aware Scheduling: A Bipartite Graph Perspective. ICDE 2019: 1650-1653
- Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv:
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. ICDE 2019: 2133-2134
- Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren, Lei Chen:
I-CARS: An Interactive Context-Aware Recommender System. ICDM 2019: 1240-1245
- Shimin Di, Yanyan Shen, Lei Chen:
Relation Extraction via Domain-aware Transfer Learning. KDD 2019: 1348-1357
- Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen:
Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms. KDD 2019: 1643-1653
- Lei Chen, Xialiang Tong, Mingxuan Yuan, Jia Zeng, Lei Chen:
A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry. KDD 2019: 1762-1770
- Siyuan Han, Zihuan Xu, Yuxiang Zeng, Lei Chen:
Fluid: A Blockchain based Framework for Crowdsourcing. SIGMOD Conference 2019: 1921-1924
- Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang:
Online Social Media Recommendation over Streams. CoRR abs/1901.01003 (2019)
2018:
- Arijit Khan, Yuan Ye, Lei Chen:
On Uncertain Graphs. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2018
- Jun Xu, Junmei Yao, Lu Wang, Zhong Ming, Kaishun Wu, Lei Chen:
Narrowband Internet of Things: Evolutions, Technologies, and Open Issues. IEEE Internet Things J. 5(3): 1449-1462 (2018)
- Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Reasoning about attribute value equivalence in relational data. Inf. Syst. 75: 1-12 (2018)
- Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Relational data imputation with quality guarantee. Inf. Sci. 465: 305-322 (2018)
- Xueling Lin, Lei Chen:
Domain-Aware Multi-Truth Discovery from Conflicting Sources. Proc. VLDB Endow. 11(5): 635-647 (2018)
- Libin Zheng, Lei Chen, Jieping Ye:
Order Dispatch in Price-aware Ridesharing. Proc. VLDB Endow. 11(8): 853-865 (2018)
- Peng Cheng, Xun Jian, Lei Chen:
An Experimental Evaluation of Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 11(11): 1428-1440 (2018)
- Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Jieping Ye, Ke Xu:
A Unified Approach to Route Planning for Shared Mobility. Proc. VLDB Endow. 11(11): 1633-1646 (2018)
- Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv:
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 30(8): 1588-1601 (2018)
- Jun Xu, Junmei Yao, Lu Wang, Kaishun Wu, Lei Chen, Wei Lou:
Revolution of Self-Organizing Network for 5G MmWave Small Cell Management: From Reactive to Proactive. IEEE Wirel. Commun. 25(4): 66-73 (2018)
- Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu:
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. DASFAA (2) 2018: 301-317
- Zhao Chen, Peng Cheng, Chen Zhang, Lei Chen:
Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing. DASFAA (2) 2018: 386-394
- Zihuan Xu, Siyuan Han, Lei Chen:
CUB, a Consensus Unit-Based Storage Scheme for Blockchain System. ICDE 2018: 173-184
- Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou:
Latency-Oriented Task Completion via Spatial Crowdsourcing. ICDE 2018: 317-328
- Zheng Liu, Lei Chen, Yongxin Tong:
Realtime Traffic Speed Estimation with Sparse Crowdsourced Data. ICDE 2018: 329-340
- Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. ICDE 2018: 533-544
- Yue Wang, Xiang Lian, Lei Chen:
Efficient SimRank Tracking in Dynamic Graphs. ICDE 2018: 545-556
- Yurong Cheng, Lei Chen, Ye Yuan, Guoren Wang:
Rule-Based Graph Repairing: Semantic and Efficient Repairing Methods. ICDE 2018: 773-784
- Linnan Jiang, Lei Chen, Zhao Chen:
Knowledge Base Enhancement via Data Facts and Crowdsourcing. ICDE 2018: 1109-1119
- Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. ICDE 2018: 1248-1251
- Xun Jian, Xiang Lian, Lei Chen:
On Efficiently Detecting Overlapping Communities over Distributed Dynamic Graphs. ICDE 2018: 1328-1331
- Siyuan Han, Zihuan Xu, Lei Chen:
Jupiter: A Blockchain Platform for Mobile Devices. ICDE 2018: 1649-1652
- Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. ICDE 2018: 1753-1754
- Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen:
Transfer Learning via Feature Isomorphism Discovery. KDD 2018: 1301-1309
- Zheng Liu, Xing Xie, Lei Chen:
Context-aware Academic Collaborator Recommendation. KDD 2018: 1870-1879
- Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye:
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. SIGMOD Conference 2018: 773-788
- Hao Xin, Rui Meng, Lei Chen:
Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base. SIGMOD Conference 2018: 1349-1361
- Lei Chen:
Cost and Quality Trade-Offs in Crowdsourcing. Encyclopedia of Database Systems (2nd ed.) 2018
- Lei Chen:
Curse of Dimensionality. Encyclopedia of Database Systems (2nd ed.) 2018
- Lei Chen:
Video Content Modeling. Encyclopedia of Database Systems (2nd ed.) 2018
- Lei Chen, Xiaofang Zhou:
Two-Dimensional Shape Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018
- Xun Jian, Xiang Lian, Lei Chen:
On Efficiently Detecting Overlapping Communities over Distributed Dynamic Graphs. CoRR abs/1801.05946 (2018)
- Jiayang Tu, Peng Cheng, Lei Chen:
Quality-Assured Synchronized Task Assignment in Crowdsourcing. CoRR abs/1806.00637 (2018)
- Chen Jason Zhang, Lei Chen, H. V. Jagadish, Mengchen Zhang, Yongxin Tong:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. CoRR abs/1809.04017 (2018)
- Liang Li, Guoren Wang, Gang Wu, Ye Yuan, Lei Chen, Xiang Lian:
A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems. CoRR abs/1810.04915 (2018)
- Xun Jian, Yue Wang, Xiayu Lei, Lei Chen:
DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. CoRR abs/1810.05972 (2018)
- Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen:
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. CoRR abs/1812.06410 (2018)
2017:
- Xiaofei Zhang, Lei Chen:
Distance-Aware Selective Online Query Processing Over Large Distributed Graphs. Data Sci. Eng. 2(1): 2-21 (2017)
- Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu:
Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing. Data Sci. Eng. 2(2): 136-150 (2017)
- Zhanghui Wang, Yuhai Zhao, Ye Yuan, Guoren Wang, Lei Chen:
Extreme Learning Machine for large-scale graph classification based on MapReduce. Neurocomputing 261: 106-114 (2017)
- Yongxin Tong, Libin Wang, Zimu Zhou, Bolin Ding, Lei Chen, Jieping Ye, Ke Xu:
Flexible Online Task Assignment in Real-Time Spatial Data. Proc. VLDB Endow. 10(11): 1334-1345 (2017)
- Yongxin Tong, Lei Chen, Cyrus Shahabi:
Spatial Crowdsourcing: Challenges, Techniques, and Applications. Proc. VLDB Endow. 10(12): 1988-1991 (2017)
- Zheng Liu, Lei Chen:
Worker Recommendation for Crowdsourced Q&A Services: A Triple-Factor Aware Approach. Proc. VLDB Endow. 11(3): 380-392 (2017)
- Yihan Wang, Shaoxu Song, Lei Chen, Jeffrey Xu Yu, Hong Cheng:
Discovering Conditional Matching Rules. ACM Trans. Knowl. Discov. Data 11(4): 46:1-46:38 (2017)
- Rui Meng, Lei Chen, Yongxin Tong, Chen Jason Zhang:
Knowledge Base Semantic Integration Using Crowdsourcing. IEEE Trans. Knowl. Data Eng. 29(5): 1087-1100 (2017)
- Ye Yuan, Xiang Lian, Lei Chen, Jeffrey Xu Yu, Guoren Wang, Yongjiao Sun:
Keyword Search over Distributed Graphs with Compressed Signature. IEEE Trans. Knowl. Data Eng. 29(6): 1212-1225 (2017)
- Libin Zheng, Lei Chen:
Maximizing Acceptance in Rejection-Aware Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 29(9): 1943-1956 (2017)
- Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. IEEE Trans. Knowl. Data Eng. 29(10): 2210-2222 (2017)
- Gang Chen, Jingwen Zhao, Yunjun Gao, Lei Chen, Rui Chen:
Time-Aware Boolean Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 29(11): 2601-2614 (2017)
- Shaoxu Song, Lei Chen:
Response to "Differential Dependencies Revisited". ACM Trans. Database Syst. 42(1): 7:1-7:3 (2017)
- Weiguo Zheng, Lei Zou, Lei Chen, Dongyan Zhao:
Efficient SimRank-Based Similarity Join. ACM Trans. Database Syst. 42(3): 16:1-16:37 (2017)
- Shaoxu Song, Boge Liu, Hong Cheng, Jeffrey Xu Yu, Lei Chen:
Graph repairing under neighborhood constraints. VLDB J. 26(5): 611-635 (2017)
- Xiangmin Zhou, Lei Chen, Yanchun Zhang, Dong Qin, Longbing Cao, Guangyan Huang, Chen Wang:
Enhancing online video recommendation using social user interactions. VLDB J. 26(5): 637-656 (2017)
- Libin Zheng, Lei Chen:
Maximizing Acceptance in Rejection-aware Spatial Crowdsourcing. ICDE 2017: 71-72
- Yunfan Chen, Lei Chen, Chen Jason Zhang:
CrowdFusion: A Crowdsourced Approach on Data Fusion Refinement. ICDE 2017: 127-130
- Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang:
Complex Event-Participant Planning and Its Incremental Variant. ICDE 2017: 859-870
- Peng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi:
Prediction-Based Task Assignment in Spatial Crowdsourcing. ICDE 2017: 997-1008
- Tianshu Song, Yongxin Tong, Libin Wang, Jieying She, Bin Yao, Lei Chen, Ke Xu:
Trichromatic Online Matching in Real-Time Spatial Crowdsourcing. ICDE 2017: 1009-1020
- Caleb Chen Cao, Jiayang Tu, Zheng Liu, Lei Chen, H. V. Jagadish:
Tuning Crowdsourced Human Computation. ICDE 2017: 1021-1032
- Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv:
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms. KDD 2017: 1653-1662
- Jieying She, Yongxin Tong, Lei Chen, Tianshu Song:
Feedback-Aware Social Event-Participant Arrangement. SIGMOD Conference 2017: 851-865
- Peng Cheng, Hao Xin, Lei Chen:
Utility-Aware Ridesharing on Road Networks. SIGMOD Conference 2017: 1197-1210
- Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian:
Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10366, Springer 2017, ISBN 978-3-319-63578-1 [contents]
- Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian:
Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10367, Springer 2017, ISBN 978-3-319-63563-7 [contents]
- K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10177, Springer 2017, ISBN 978-3-319-55752-6 [contents]
- K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10178, Springer 2017, ISBN 978-3-319-55698-7 [contents]
- Yunfan Chen, Lei Chen, Chen Jason Zhang:
CrowdFusion: A Crowdsourced Approach on Data Fusion Refinement. CoRR abs/1702.00567 (2017)
- Rui Meng, Hao Xin, Lei Chen, Yangqiu Song:
Subjective Knowledge Acquisition and Enrichment Powered By Crowdsourcing. CoRR abs/1705.05720 (2017)
- Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. CoRR abs/1706.05476 (2017)
- Yi Yu, Suhua Tang, Francisco Raposo, Lei Chen:
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval. CoRR abs/1711.08976 (2017)
2016:
- Lei Chen, Cyrus Shahabi:
Spatial Crowdsourcing: Challenges and Opportunities. IEEE Data Eng. Bull. 39(4): 14-25 (2016)
- Ye Yuan, Guoren Wang, Lei Chen, Bo Ning:
Efficient pattern matching on big uncertain graphs. Inf. Sci. 339: 369-394 (2016)
- Zhaoqiang Chen, Qun Chen, Jiajun Li, Zhanhuai Li, Lei Chen:
A probabilistic ranking framework for web-based relational data imputation. Inf. Sci. 355-356: 152-168 (2016)
- Fei Gao, Shaoxu Song, Lei Chen, Jianmin Wang:
Efficient Set-Correlation Operator Inside Databases. J. Comput. Sci. Technol. 31(4): 683-701 (2016)
- Yurong Cheng, Ye Yuan, Jia-Yu Li, Lei Chen, Guoren Wang:
Keyword Query over Error-Tolerant Knowledge Bases. J. Comput. Sci. Technol. 31(4): 702-719 (2016)
- Yongxin Tong, Jieying She, Bolin Ding, Lei Chen, Tianyu Wo, Ke Xu:
Online Minimum Matching in Real-Time Spatial Data: Experiments and Analysis. Proc. VLDB Endow. 9(12): 1053-1064 (2016)
- Yihan Wang, Shaoxu Song, Lei Chen:
A Survey on Accessing Dataspaces. SIGMOD Rec. 45(2): 33-44 (2016)
- Xiang Lian, Lei Chen, Guoren Wang:
Quality-Aware Subgraph Matching Over Inconsistent Probabilistic Graph Databases. IEEE Trans. Knowl. Data Eng. 28(6): 1560-1574 (2016)
- Ye Yuan, Xiang Lian, Lei Chen, Yongjiao Sun, Guoren Wang:
RSkNN: kNN Search on Road Networks by Incorporating Social Influence. IEEE Trans. Knowl. Data Eng. 28(6): 1575-1588 (2016)
- Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao:
Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 28(8): 2201-2215 (2016)
- Anand Inasu Chittilappilly, Lei Chen, Sihem Amer-Yahia:
A Survey of General-Purpose Crowdsourcing Techniques. IEEE Trans. Knowl. Data Eng. 28(9): 2246-2266 (2016)
- Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao:
Conflict-Aware Event-Participant Arrangement and Its Variant for Online Setting. IEEE Trans. Knowl. Data Eng. 28(9): 2281-2295 (2016)
- Wei Gong, Haoxiang Liu, Lei Chen, Kebin Liu, Yunhao Liu:
Fast Composite Counting in RFID Systems. IEEE/ACM Trans. Netw. 24(5): 2756-2767 (2016)
- Kebin Liu, Lei Chen, Yunhao Liu, Wei Gong, Amiya Nayak:
Continuous Answering Holistic Queries over Sensor Networks. IEEE Trans. Parallel Distributed Syst. 27(2): 394-404 (2016)
- Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang, Christophe G. Giraud-Carrier, Yongjiao Sun:
DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs. IEEE Trans. Parallel Distributed Syst. 27(11): 3172-3185 (2016)
- Peng Peng, Lei Zou, M. Tamer Özsu, Lei Chen, Dongyan Zhao:
Processing SPARQL queries over distributed RDF graphs. VLDB J. 25(2): 243-268 (2016)
- Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao:
Answering subgraph queries over massive disk resident graphs. World Wide Web 19(3): 417-448 (2016)
- Yongxin Tong, Xiaofei Zhang, Lei Chen:
Tracking frequent items over distributed probabilistic data. World Wide Web 19(4): 579-604 (2016)
- Ting Wu, Chen Jason Zhang, Lei Chen, Pan Hui, Siyuan Liu:
Object identification with Pay-As-You-Go crowdsourcing. BigData 2016: 578-585
- Yanhui Li, Ye Yuan, Guoren Wang, Lei Chen, Jiajia Li:
Semantic-Aware Location Privacy Preservation on Road Networks. DASFAA (2) 2016: 314-331
- Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao:
Query Workload-based RDF Graph Fragmentation and Allocation. EDBT 2016: 377-388
- Yongxin Tong, Jieying She, Bolin Ding, Libin Wang, Lei Chen:
Online mobile Micro-Task Allocation in spatial crowdsourcing. ICDE 2016: 49-60
- Liu Zheng, Lei Chen:
Mutual benefit aware task assignment in a bipartite labor market. ICDE 2016: 73-84
- Klaus Arthur Schmid, Christian Frey, Fengchao Peng, Michael Weiler, Andreas Züfle, Lei Chen, Matthias Renz:
TrendTracker: Modelling the Motion of Trends in Space and Time. ICDM Workshops 2016: 1145-1152
- Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu:
Top-k Team Recommendation in Spatial Crowdsourcing. WAIM (1) 2016: 191-204
- Qinyi Wang, Jieying She, Tianshu Song, Yongxin Tong, Lei Chen, Ke Xu:
Adjustable Time-Window-Based Event Detection on Twitter. WAIM (2) 2016: 265-278
- Peng Cheng, Xun Jian, Lei Chen:
Task Assignment on Spatial Crowdsourcing (Technical Report). CoRR abs/1605.09675 (2016)
- Caleb Chen Cao, Zheng Liu, Lei Chen, H. V. Jagadish:
Tuning Crowdsourced Human Computation. CoRR abs/1610.04429 (2016)
- Peng Cheng, Xiang Lian, Xun Jian, Lei Chen:
FROG: A Fast and Reliable Crowdsourcing Framework (Technical Report). CoRR abs/1610.08411 (2016)
2015:
- Wei Wang, Lei Chen, Qian Zhang:
Outsourcing high-dimensional healthcare data to cloud with personalized privacy preservation. Comput. Networks 88: 136-148 (2015)
- Xiaofei Zhang, Yongxin Tong, Lei Chen, Min Wang, Shicong Feng:
Locality-aware allocation of multi-dimensional correlated files on the cloud platform. Distributed Parallel Databases 33(3): 353-380 (2015)
- Yongxin Tong, Lei Chen, Jieying She:
Mining Frequent Itemsets in Correlated Uncertain Databases. J. Comput. Sci. Technol. 30(4): 696-712 (2015)
- Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang:
Threshold-Based Shortest Path Query over Large Correlated Uncertain Graphs. J. Comput. Sci. Technol. 30(4): 762-780 (2015)
- Yongxin Tong, Jieying She, Lei Chen:
Towards Better Understanding of App Functions. J. Comput. Sci. Technol. 30(5): 1130-1140 (2015)
- Peiguang Lin, Lei Chen, Mingxuan Yuan, Peiyao Nie:
Discover the Misinformation Broadcasting in On-Line Social Networks. J. Inf. Sci. Eng. 31(3): 763-785 (2015)
- Ting Wu, Lei Chen, Pan Hui, Chen Jason Zhang, Weikai Li:
Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets. Proc. VLDB Endow. 8(5): 485-496 (2015)
- Yingxia Shao, Bin Cui, Lei Chen, Mingming Liu, Xing Xie:
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs. Proc. VLDB Endow. 8(8): 838-849 (2015)
- Peng Cheng, Xiang Lian, Zhao Chen, Rui Fu, Lei Chen, Jinsong Han, Jizhong Zhao:
Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers. Proc. VLDB Endow. 8(10): 1022-1033 (2015)
- Shaoxu Song, Aoqian Zhang, Lei Chen, Jianmin Wang:
Enriching Data Imputation with Extensive Similarity Neighbors. Proc. VLDB Endow. 8(11): 1286-1297 (2015)
- Xiaofei Zhang, Hong Cheng, Lei Chen:
Bonding Vertex Sets Over Distributed Graph: A Betweenness Aware Approach. Proc. VLDB Endow. 8(12): 1418-1429 (2015)
- Xueyang Hu, Mingxuan Yuan, Jianguo Yao, Yu Deng, Lei Chen, Qiang Yang, Haibing Guan, Jia Zeng:
Differential Privacy in Telco Big Data Platform. Proc. VLDB Endow. 8(12): 1692-1703 (2015)
- Arijit Khan, Lei Chen:
On Uncertain Graphs Modeling and Queries. Proc. VLDB Endow. 8(12): 2042-2043 (2015)
- Siyuan Liu, Qiang Qu, Lei Chen, Lionel M. Ni:
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. IEEE Trans. Big Data 1(2): 68-81 (2015)
- Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Parallel Processing of Distance Join Queries Over Distributed Graphs. IEEE Trans. Knowl. Data Eng. 27(3): 740-754 (2015)
- Xiang Lian, Lei Chen, Zi Huang:
Keyword Search Over Probabilistic RDF Graphs. IEEE Trans. Knowl. Data Eng. 27(5): 1246-1260 (2015)
- Xiping Liu, Lei Chen, Changxuan Wan:
LINQ: A Framework for Location-Aware Indexing and Query Processing. IEEE Trans. Knowl. Data Eng. 27(5): 1288-1300 (2015)
- Ning Xu, Bin Cui, Lei Chen, Zi Huang, Yingxia Shao:
Heterogeneous Environment Aware Streaming Graph Partitioning. IEEE Trans. Knowl. Data Eng. 27(6): 1560-1572 (2015)
- Xinglin Zhang, Zheng Yang, Longfei Shangguan, Yunhao Liu, Lei Chen:
Boosting Mobile Apps under Imbalanced Sensing Data. IEEE Trans. Mob. Comput. 14(6): 1151-1161 (2015)
- Yi Zhuang, Nan Jiang, Qing Li, Lei Chen, Chunhua Ju:
Progressive Batch Medical Image Retrieval Processing in Mobile Wireless Networks. ACM Trans. Internet Techn. 15(3): 9:1-9:27 (2015)
- Weixiong Rao, Roman Vitenberg, Lei Chen, Sasu Tarkoma:
MTAF: An Adaptive Design for Keyword-Based Content Dissemination on DHT Networks. IEEE Trans. Parallel Distributed Syst. 26(4): 1071-1084 (2015)
- Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Graph similarity search on large uncertain graph databases. VLDB J. 24(2): 271-296 (2015)
- Ye Yuan, Guoren Wang, Jeffery Yu Xu, Lei Chen:
Efficient distributed subgraph similarity matching. VLDB J. 24(3): 369-394 (2015)
- Weixiong Rao, Lei Chen, Ilaria Bartolini:
Ranked content advertising in online social networks. World Wide Web 18(3): 661-679 (2015)
- Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Privacy preserving graph publication in a distributed environment. World Wide Web 18(5): 1481-1517 (2015)
- Xudong Gong, Yan Xiong, Wenchao Huang, Lei Chen, Qiwei Lu, Yiqing Hu:
Fast Similarity Search of Multi-Dimensional Time Series via Segment Rotation. DASFAA (1) 2015: 108-124
- Daniel Nicoara, Shahin Kamali, Khuzaima Daudjee, Lei Chen:
Hermes: Dynamic Partitioning for Distributed Social Network Graph Databases. EDBT 2015: 25-36
- Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen:
Traffic prediction in a bike-sharing system. SIGSPATIAL/GIS 2015: 33:1-33:10
- Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang:
The Reachability Query over Distributed Uncertain Graphs. ICDCS 2015: 786-787
- Chen Jason Zhang, Lei Chen, Yongxin Tong, Zheng Liu:
Cleaning uncertain data with a noisy crowd. ICDE 2015: 6-17
- Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao:
Conflict-aware event-participant arrangement. ICDE 2015: 735-746
- Xuchuan Shen, Lei Zou, M. Tamer Özsu, Lei Chen, Youhuan Li, Shuo Han, Dongyan Zhao:
A graph-based RDF triple store. ICDE 2015: 1508-1511
- Lei Chen, Dongwon Lee, Tova Milo:
Data-driven crowdsourcing: Management, mining, and applications. ICDE 2015: 1527-1529
- Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao:
CrowdTC: Crowdsourced Taxonomy Construction. ICDM 2015: 913-918
- Xin Miao, Kebin Liu, Lei Chen, Yunhao Liu:
Quality-Aware Online Task Assignment in Mobile Crowdsourcing. MASS 2015: 127-135
- Weixiong Rao, Eiko Yoneki, Lei Chen:
L-Graph: A General Graph Analytic System on Continuous Computation. HotPlanet@MobiCom 2015: 19-24
- Chen Jason Zhang, Rui Meng, Lei Chen, Feida Zhu:
CrowdLink: An Error-Tolerant Model for Linking Complex Records. ExploreDB@SIGMOD/PODS 2015: 15-20
- Jieying She, Yongxin Tong, Lei Chen:
Utility-Aware Social Event-Participant Planning. SIGMOD Conference 2015: 1629-1643
- Xiangmin Zhou, Lei Chen, Yanchun Zhang, Longbing Cao, Guangyan Huang, Chen Wang:
Online Video Recommendation in Sharing Community. SIGMOD Conference 2015: 1645-1656
- Peng Peng, Lei Chen, Lei Zou, Dongyan Zhao:
Query Workload-based RDF Graph Fragmentation and Allocation. CoRR abs/1508.07845 (2015)
- Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao:
Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing. CoRR abs/1510.03149 (2015)
- Peng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi:
Prediction-Based Task Assignment on Spatial Crowdsourcing. CoRR abs/1512.08518 (2015)
2014:
- Lei Zou, Kun Xu, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Efficient processing of label-constraint reachability queries in large graphs. Inf. Syst. 40: 47-66 (2014)
- Shaoxu Song, Han Zhu, Lei Chen:
Probabilistic correlation-based similarity measure on text records. Inf. Sci. 289: 8-24 (2014)
- Lei Chen, Tianlin Zhu:
Packet Delay Estimation Algorithm Against FIFO Waiting For Asymmetric IEEE 1588 System. J. Comput. 9(9): 2075-2081 (2014)
- Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Protect You More Than Blank: Anti-Learning Sensitive User Information in the Social Networks. J. Comput. Sci. Technol. 29(5): 762-776 (2014)
- Shaoxu Song, Hong Cheng, Jeffrey Xu Yu, Lei Chen:
Repairing Vertex Labels under Neighborhood Constraints. Proc. VLDB Endow. 7(11): 987-998 (2014)
- Shaoxu Song, Lei Chen, Hong Cheng:
On Concise Set of Relative Candidate Keys. Proc. VLDB Endow. 7(12): 1179-1190 (2014)
- Zhao Chen, Rui Fu, Ziyuan Zhao, Zheng Liu, Leihao Xia, Lei Chen, Peng Cheng, Caleb Chen Cao, Yongxin Tong, Chen Jason Zhang:
gMission: A General Spatial Crowdsourcing Platform. Proc. VLDB Endow. 7(13): 1629-1632 (2014)
- Ning Xu, Lei Chen, Bin Cui:
LogGP: A Log-based Dynamic Graph Partitioning Method. Proc. VLDB Endow. 7(14): 1917-1928 (2014)
- Chen Jason Zhang, Yongxin Tong, Lei Chen:
Where To: Crowd-Aided Path Selection. Proc. VLDB Endow. 7(14): 2005-2016 (2014)
- Siyuan Liu, Lei Chen, Lionel M. Ni:
Anomaly Detection from Incomplete Data. ACM Trans. Knowl. Discov. Data 9(2): 11:1-11:22 (2014)
- Xiang Lian, Lei Chen:
Trip Planner Over Probabilistic Time-Dependent Road Networks. IEEE Trans. Knowl. Data Eng. 26(8): 2058-2071 (2014)
- Shaoxu Song, Lei Chen, Hong Cheng:
Efficient Determination of Distance Thresholds for Differential Dependencies. IEEE Trans. Knowl. Data Eng. 26(9): 2179-2192 (2014)
- Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
How to Conduct Distributed IncompletePattern Matching. IEEE Trans. Parallel Distributed Syst. 25(4): 982-992 (2014)
- Xinglin Zhang, Zheng Yang, Zimu Zhou, Haibin Cai, Lei Chen, Xiangyang Li:
Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing. IEEE Trans. Parallel Distributed Syst. 25(12): 3190-3200 (2014)
- Xiangmin Zhou, Lei Chen:
Event detection over twitter social media streams. VLDB J. 23(3): 381-400 (2014)
- Lei Zou, M. Tamer Özsu, Lei Chen, Xuchuan Shen, Ruizhe Huang, Dongyan Zhao:
gStore: a graph-based SPARQL query engine. VLDB J. 23(4): 565-590 (2014)
- Weixiong Rao, Lei Chen, Shudong Chen, Sasu Tarkoma:
Evaluating continuous top-k queries over document streams. World Wide Web 17(1): 59-83 (2014)
- Chen Jason Zhang, Lei Chen, Yongxin Tong:
MaC: A Probabilistic Framework for Query Answering with Machine-Crowd Collaboration. CIKM 2014: 11-20
- Ye Yuan, Guoren Wang, Lei Chen:
Pattern Match Query in a Large Uncertain Graph. CIKM 2014: 519-528
- Yongxin Tong, Xiaofei Zhang, Caleb Chen Cao, Lei Chen:
Efficient Probabilistic Supergraph Search Over Large Uncertain Graphs. CIKM 2014: 809-818
- Lin Zhang, Mingxuan Yuan, Yao Guo, Xiangqun Chen, Lei Chen:
Preserving Location-Related Privacy Collaboratively in Geo-social Networks. COMPSAC 2014: 584-589
- Haoxiang Liu, Kebin Liu, Wei Gong, Yunhao Liu, Lei Chen:
Wonder: Efficient Tag Identification for Large-Scale RFID Systems. DCOSS 2014: 127-134
- Haoxiang Liu, Wei Gong, Lei Chen, Wenbo He, Kebin Liu, Yunhao Liu:
Generic Composite Counting in RFID Systems. ICDCS 2014: 597-606
- Hao Huang, Yunjun Gao, Kevin Chiew, Lei Chen, Qinming He:
Towards effective and efficient mining of arbitrary shaped clusters. ICDE 2014: 28-39
- Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou:
CrowdPlanner: A crowd-based route recommendation system. ICDE 2014: 1144-1155
- Leihao Xia, Caleb Chen Cao, Lei Chen, Zhao Chen:
C-DMr: Crowd-powered Decision Maker for real world Knapsack Problems. ICDE 2014: 1174-1177
- Yongxin Tong, Caleb Chen Cao, Chen Jason Zhang, Yatao Li, Lei Chen:
CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing. ICDE 2014: 1182-1185
- Yongxin Tong, Caleb Chen Cao, Lei Chen:
TCS: efficient topic discovery over crowd-oriented service data. KDD 2014: 861-870
- Caleb Chen Cao, Lei Chen, H. V. Jagadish:
From labor to trader: opinion elicitation via online crowds as a market. KDD 2014: 1067-1076
- Lin Zhang, Yao Guo, Xiangqun Chen, Weizhong Shao, Lei Chen:
Topic Evolutions in Scientific Conferences. SEKE 2014: 507-510
- Yingxia Shao, Lei Chen, Bin Cui:
Efficient cohesive subgraphs detection in parallel. SIGMOD Conference 2014: 613-624
- Yingxia Shao, Bin Cui, Lei Chen, Lin Ma, Junjie Yao, Ning Xu:
Parallel subgraph listing in a large-scale graph. SIGMOD Conference 2014: 625-636
- Chen Jason Zhang, Ziyuan Zhao, Lei Chen, H. V. Jagadish, Caleb Chen Cao:
CrowdMatcher: crowd-assisted schema matching. SIGMOD Conference 2014: 721-724
- Jieying She, Lei Chen:
TOMOHA: TOpic model-based HAshtag recommendation on twitter. WWW (Companion Volume) 2014: 371-372
- Xiaofei Zhang, Lei Chen:
Efficient Join Query Processing on the Cloud. Cloud Computing and Digital Media 2014: 191-234
- Lei Chen, Yan Jia, Timos K. Sellis, Guanfeng Liu:
Web Technologies and Applications - 16th Asia-Pacific Web Conference, APWeb 2014, Changsha, China, September 5-7, 2014. Proceedings. Lecture Notes in Computer Science 8709, Springer 2014, ISBN 978-3-319-11115-5 [contents]
- Pablo Barceló, Lei Chen:
International Conference on Management of Data, SIGMOD 2014, Snowbird, Utah, USA, June 22, 2014, PhD Symposium. ACM 2014, ISBN 978-1-4503-2924-8 [contents]
- Peng Peng, Lei Zou, M. Tamer Özsu, Lei Chen, Dongyan Zhao:
Processing SPARQL Queries Over Linked Data-A Distributed Graph-based Approach. CoRR abs/1411.6763 (2014)
- Peng Cheng, Xiang Lian, Zhao Chen, Lei Chen, Jinsong Han, Jizhong Zhao:
Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers. CoRR abs/1412.0223 (2014)
2013:
- Shaoxu Song, Lei Chen:
Efficient discovery of similarity constraints for matching dependencies. Data Knowl. Eng. 87: 146-166 (2013)
- Mingxuan Yuan, Lei Chen, Hong Mei:
Graph publication when the protection algorithm is available. Data Knowl. Eng. 88: 267-285 (2013)
- Xiang Lian, Lei Chen:
Efficient processing of probabilistic group subspace skyline queries in uncertain databases. Inf. Syst. 38(3): 265-285 (2013)
- Xiang Lian, Lei Chen:
Probabilistic top-k dominating queries in uncertain databases. Inf. Sci. 226: 23-46 (2013)
- Xiping Liu, Lei Chen, Changxuan Wan, Dexi Liu, Naixue Xiong:
Exploiting structures in keyword queries for effective XML search. Inf. Sci. 240: 56-71 (2013)
- Dexi Liu, Changxuan Wan, Lei Chen, Xiping Liu, Jian-Yun Nie:
Weighting tags and paths in XML documents according to their topic generalization. Inf. Sci. 249: 48-66 (2013)
- Weiguo Zheng, Lei Zou, Yansong Feng, Lei Chen, Dongyan Zhao:
Efficient SimRank-based Similarity Join Over Large Graphs. Proc. VLDB Endow. 6(7): 493-504 (2013)
- Chen Jason Zhang, Lei Chen, H. V. Jagadish, Caleb Chen Cao:
Reducing Uncertainty of Schema Matching via Crowdsourcing. Proc. VLDB Endow. 6(9): 757-768 (2013)
- Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma:
Bitlist: New Full-text Index for Low Space Cost and Efficient Keyword Search. Proc. VLDB Endow. 6(13): 1522-1533 (2013)
- Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. Proc. VLDB Endow. 7(3): 205-216 (2013)
- Mingxuan Yuan, Lei Chen, Philip S. Yu, Ting Yu:
Protecting Sensitive Labels in Social Network Data Anonymization. IEEE Trans. Knowl. Data Eng. 25(3): 633-647 (2013)
- Tao Chen, Lei Chen, M. Tamer Özsu, Nong Xiao:
Optimizing Multi-Top-k Queries over Uncertain Data Streams. IEEE Trans. Knowl. Data Eng. 25(8): 1814-1829 (2013)
- Weixiong Rao, Lei Chen, Sasu Tarkoma:
Toward Efficient Filter Privacy-Aware Content-Based Pub/Sub Systems. IEEE Trans. Knowl. Data Eng. 25(11): 2644-2657 (2013)
- Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Keyword Search on Uncertain Graph Data. IEEE Trans. Knowl. Data Eng. 25(12): 2767-2779 (2013)
- Shaoxu Song, Lei Chen, Philip S. Yu:
Comparable dependencies over heterogeneous data. VLDB J. 22(2): 253-274 (2013)
- Shaoxu Song, Lei Chen:
Indexing dataspaces with partitions. World Wide Web 16(2): 141-170 (2013)
- Lei Chen, Ihab F. Ilyas, Christopher Ré, Xiaofang Zhou:
Probabilistic Web Data Management. World Wide Web 16(3): 271-272 (2013)
- Lei Chen:
Managing the Wisdom of Crowds on Social Media Services. APWeb 2013: 2
- Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Privacy Preserving Graph Publication in a Distributed Environment. APWeb 2013: 75-87
- Xiang Lian, Lei Chen:
Causality and responsibility: probabilistic queries revisited in uncertain databases. CIKM 2013: 349-358
- Weixiong Rao, Lei Chen, Mingxuan Yuan, Sasu Tarkoma, Hong Mei:
Subscription Privacy Protection in Topic-Based Pub/Sub. DASFAA (1) 2013: 361-376
- Leyla Kazemi, Cyrus Shahabi, Lei Chen:
GeoTruCrowd: trustworthy query answering with spatial crowdsourcing. SIGSPATIAL/GIS 2013: 304-313
- Lei Chen, Shuihai Hu, Kai Chen, Haitao Wu, Danny H. K. Tsang:
Towards minimal-delay deadline-driven data center TCP. HotNets 2013: 21:1-21:7
- Chuanfei Xu, Yu Gu, Lei Chen, Jianzhong Qiao, Ge Yu:
Interval reverse nearest neighbor queries on uncertain data with Markov correlations. ICDE 2013: 170-181
- Xiaofei Zhang, Lei Chen, Yongxin Tong, Min Wang:
EAGRE: Towards scalable I/O efficient SPARQL query evaluation on the cloud. ICDE 2013: 565-576
- Xiangmin Zhou, Lei Chen:
ASVTDECTOR: A practical near duplicate video retrieval system. ICDE 2013: 1348-1351
- Caleb Chen Cao, Yongxin Tong, Lei Chen, H. V. Jagadish:
WiseMarket: a new paradigm for managing wisdom of online social users. KDD 2013: 455-463
- Wuman Luo, Haoyu Tan, Lei Chen, Lionel M. Ni:
Finding time period-based most frequent path in big trajectory data. SIGMOD Conference 2013: 713-724
- Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Similarity Search on Uncertain Spatio-temporal Data. SISAP 2013: 43-49
- Lixing Wang, Lei Chen, Dimitris Papadias:
Query Processing in Wireless Sensor Networks. Managing and Mining Sensor Data 2013: 51-76
- Bonghee Hong, Xiaofeng Meng, Lei Chen, Werner Winiwarter, Wei Song:
Database Systems for Advanced Applications - 18th International Conference, DASFAA 2013, International Workshops: BDMA, SNSM, SeCoP, Wuhan, China, April 22-25, 2013. Proceedings. Lecture Notes in Computer Science 7827, Springer 2013, ISBN 978-3-642-40269-2 [contents]
- Lei Chen, Xin Luna Dong:
Proceedings of the 2013 SIGMOD/PODS Ph.D. Symposium, New York, NY, USA, June 23, 2013. ACM 2013, ISBN 978-1-4503-2155-6 [contents]
- Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. CoRR abs/1305.3407 (2013)
2012:
- Lei Chen, Xiang Lian:
Query Processing over Uncertain Databases. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2012, ISBN 9781608458929, pp. 1-101
- Weixiong Rao, Lei Chen:
Distributed top-k full-text content dissemination. Distributed Parallel Databases 30(3-4): 273-301 (2012)
- Xiaofeng Ding, Xiang Lian, Lei Chen, Hai Jin:
Continuous monitoring of skylines over uncertain data streams. Inf. Sci. 184(1): 196-214 (2012)
- Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases. Proc. VLDB Endow. 5(9): 800-811 (2012)
- Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Multi-way Theta-Join Processing Using MapReduce. Proc. VLDB Endow. 5(11): 1184-1195 (2012)
- Caleb Chen Cao, Jieying She, Yongxin Tong, Lei Chen:
Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services. Proc. VLDB Endow. 5(11): 1495-1506 (2012)
- Yongxin Tong, Lei Chen, Yurong Cheng, Philip S. Yu:
Mining Frequent Itemsets over Uncertain Databases. Proc. VLDB Endow. 5(11): 1650-1661 (2012)
- Xiang Lian, Lei Chen:
Subspace Similarity Search under Lp-Norm. IEEE Trans. Knowl. Data Eng. 24(2): 365-382 (2012)
- Hanhua Chen, Hai Jin, Lei Chen, Yunhao Liu, Lionel M. Ni:
Optimizing Bloom Filter Settings in Peer-to-Peer Multikeyword Searching. IEEE Trans. Knowl. Data Eng. 24(4): 692-706 (2012)
- Guoren Wang, Junchang Xin, Lei Chen, Yunhao Liu:
Energy-Efficient Reverse Skyline Query Processing over Wireless Sensor Networks. IEEE Trans. Knowl. Data Eng. 24(7): 1259-1275 (2012)
- Xiangmin Zhou, Lei Chen, Xiaofang Zhou:
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 14(4): 1220-1233 (2012)
- Yunhao Liu, Yiyang Zhao, Lei Chen, Jian Pei, Jinsong Han:
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. IEEE Trans. Parallel Distributed Syst. 23(11): 2138-2149 (2012)
- Lei Zou, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
Answering pattern match queries in large graph databases via graph embedding. VLDB J. 21(1): 97-120 (2012)
- Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya:
Efficient subsequence matching over large video databases. VLDB J. 21(4): 489-508 (2012)
- Lei Chen, Zhiguo Gong, Qing Li:
Guest Editorial: Web-based services and information systems. World Wide Web 15(5-6): 483-484 (2012)
- Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han, Divesh Srivastava, Katsumi Tanaka, Hwanjo Yu, Xiaofang Zhou:
Data Management Challenges and Opportunities in Cloud Computing. DASFAA (2) 2012: 323
- Lei Chen, Xiang Lian:
Query Processing over Uncertain and Probabilistic Databases. DASFAA (2) 2012: 326-327
- Mingxuan Yuan, Lei Chen:
Semi-Edge Anonymity: Graph Publication when the Protection Algorithm Is Available. DASFAA (1) 2012: 367-381
- Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter. ICDCS 2012: 122-131
- Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma:
MOVE: A Large Scale Keyword-Based Content Filtering and Dissemination System. ICDCS 2012: 445-454
- Yongxin Tong, Lei Chen, Bolin Ding:
Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data. ICDE 2012: 270-281
- Shaoxu Song, Lei Chen, Hong Cheng:
Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. ICDE 2012: 846-857
- Mingxuan Yuan, Lei Chen, Weixiong Rao, Hong Mei:
A General Framework for Publishing Privacy Protected and Utility Preserved Graph. ICDM 2012: 1182-1187
- Yongxin Tong, Lei Chen, Philip S. Yu:
UFIMT: an uncertain frequent itemset mining toolbox. KDD 2012: 1508-1511
- Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan:
Discovering areas of interest with geo-tagged images and check-ins. ACM Multimedia 2012: 589-598
- Xiaofei Zhang, Lei Chen, Min Wang:
Towards Efficient Join Processing over Large RDF Graph Using MapReduce. SSDBM 2012: 250-259
- Hong Gao, Lipyeow Lim, Wei Wang, Chuan Li, Lei Chen:
Web-Age Information Management - 13th International Conference, WAIM 2012, Harbin, China, August 18-20, 2012. Proceedings. Lecture Notes in Computer Science 7418, Springer 2012, ISBN 978-3-642-32280-8 [contents]
- Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases. CoRR abs/1205.6692 (2012)
- Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Multi-way Theta-Join Processing Using MapReduce. CoRR abs/1208.0081 (2012)
- Caleb Chen Cao, Jieying She, Yongxin Tong, Lei Chen:
Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services. CoRR abs/1208.0273 (2012)
- Yongxin Tong, Lei Chen, Yurong Cheng, Philip S. Yu:
Mining Frequent Itemsets over Uncertain Databases. CoRR abs/1208.0292 (2012)
2011:
- Xiang Lian, Lei Chen, Guoren Wang:
Finding the least influenced set in uncertain databases. Inf. Syst. 36(2): 359-385 (2011)
- Lei Zou, Jinghui Mo, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
gStore: Answering SPARQL Queries via Subgraph Matching. Proc. VLDB Endow. 4(8): 482-493 (2011)
- Ye Yuan, Guoren Wang, Haixun Wang, Lei Chen:
Efficient Subgraph Search over Large Uncertain Graphs. Proc. VLDB Endow. 4(11): 876-886 (2011)
- Ke Yi, Xiang Lian, Feifei Li, Lei Chen:
The World in a Nutshell: Concise Range Queries. IEEE Trans. Knowl. Data Eng. 23(1): 139-154 (2011)
- Shaoxu Song, Lei Chen, Jeffrey Xu Yu:
Answering Frequent Probabilistic Inference Queries in Databases. IEEE Trans. Knowl. Data Eng. 23(4): 512-526 (2011)
- Lei Zou, Lei Chen:
Pareto-Based Dominant Graph: An Efficient Indexing Structure to Answer Top-K Queries. IEEE Trans. Knowl. Data Eng. 23(5): 727-741 (2011)
- Xiang Lian, Lei Chen:
Similarity Join Processing on Uncertain Data Streams. IEEE Trans. Knowl. Data Eng. 23(11): 1718-1734 (2011)
- Xiping Liu, Changxuan Wan, Lei Chen:
Returning Clustered Results for Keyword Search on XML Documents. IEEE Trans. Knowl. Data Eng. 23(12): 1811-1825 (2011)
- Shaoxu Song, Lei Chen, Mingxuan Yuan:
Materialization and Decomposition of Dataspaces for Efficient Search. IEEE Trans. Knowl. Data Eng. 23(12): 1872-1887 (2011)
- Shaoxu Song, Lei Chen:
Differential dependencies: Reasoning and discovery. ACM Trans. Database Syst. 36(3): 16:1-16:41 (2011)
- Xiang Lian, Lei Chen:
Probabilistic inverse ranking queries in uncertain databases. VLDB J. 20(1): 107-127 (2011)
- Weixiong Rao, Lei Chen, Ada Wai-Chee Fu:
STAIRS: Towards efficient full-text filtering and dissemination in DHT environments. VLDB J. 20(6): 793-817 (2011)
- Xiang Lian, Lei Chen:
Shooting top-k stars in uncertain databases. VLDB J. 20(6): 819-840 (2011)
- Di Wu, Yiping Ke, Jeffrey Xu Yu, Philip S. Yu, Lei Chen:
Leadership discovery when data correlatively evolve. World Wide Web 14(1): 1-25 (2011)
- Weixiong Rao, Lei Chen:
A distributed full-text top-k document dissemination system in distributed hash tables. World Wide Web 14(5-6): 545-572 (2011)
- Xiaofei Zhang, Lei Chen:
Fault tolerance study for durable storage on the cloud. CDC 2011: 360-365
- Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Answering label-constraint reachability in large graphs. CIKM 2011: 1595-1600
- Xiang Lian, Yincheng Lin, Lei Chen:
Cost-efficient repair in inconsistent probabilistic databases. CIKM 2011: 1731-1736
- Guoqiong Liao, Jing Li, Lei Chen, Changxuan Wan:
KLEAP: an efficient cleaning method to remove cross-reads in RFID streams. CIKM 2011: 2209-2212
- Lei Chen:
Privacy-Preserved Network Data Publishing. DASFAA Workshops 2011: 1
- Mingxuan Yuan, Lei Chen:
Node Protection in Weighted Social Networks. DASFAA (1) 2011: 123-137
- Ye Yuan, Deke Guo, Guoren Wang, Lei Chen:
Removing Uncertainties from Overlay Network. DASFAA (1) 2011: 284-299
- Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Lei Chen, Xiang Lian, Nikos Mamoulis:
Managing uncertain spatio-temporal data. QUeST@GIS 2011: 16-20
- Jeffrey Xu Yu, Lei Chen, Sherif Sakr, Lei Zou:
Preface. ICDE Workshops 2011: 87
- Shaoxu Song, Lei Chen, Philip S. Yu:
On data dependencies in dataspaces. ICDE 2011: 470-481
- Siyuan Liu, Lei Chen, Lionel M. Ni, Jianping Fan:
CIM: categorical influence maximization. ICUIMC 2011: 124
- Xiangmin Zhou, Lei Chen, Xiaofang Zhou:
Structure tensor series-based matching for near-duplicate video retrieval. ACM Multimedia 2011: 1057-1060
- Xiang Lian, Lei Chen:
Efficient query answering in probabilistic RDF graphs. SIGMOD Conference 2011: 157-168
- Xiang Lian, Lei Chen:
Probabilistic Time Consistent Queries over Moving Objects. SSDBM 2011: 168-188
- Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao:
Subgraph Search over Massive Disk Resident Graphs. SSDBM 2011: 312-321
2010:
- Lei Chen, Mitchell Tseng, Xiang Lian:
Development of foundation models for Internet of Things. Frontiers Comput. Sci. China 4(3): 376-385 (2010)
- Yiming Zhang, Lei Chen, Xicheng Lu, Dongsheng Li:
Enabling routing control in a DHT. IEEE J. Sel. Areas Commun. 28(1): 28-38 (2010)
- Xiang Lian, Lei Chen:
Set Similarity Join on Probabilistic Data. Proc. VLDB Endow. 3(1): 650-659 (2010)
- Xiang Lian, Lei Chen:
A Generic Framework for Handling Uncertain Data with Local Correlations. Proc. VLDB Endow. 4(1): 12-21 (2010)
- Mingxuan Yuan, Lei Chen, Philip S. Yu:
Personalized Privacy Protection in Social Networks. Proc. VLDB Endow. 4(2): 141-150 (2010)
- Xiang Lian, Lei Chen:
Ranked Query Processing in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 22(3): 420-436 (2010)
- Lei Chen, Changliang Wang:
Continuous Subgraph Pattern Search over Certain and Uncertain Graph Streams. IEEE Trans. Knowl. Data Eng. 22(8): 1093-1109 (2010)
- Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Yanfeng Shu, Athman Bouguettaya, John A. Taylor:
Adaptive Subspace Symbolization for Content-Based Video Detection. IEEE Trans. Knowl. Data Eng. 22(10): 1372-1387 (2010)
- Xiang Lian, Lei Chen:
Reverse skyline search in uncertain databases. ACM Trans. Database Syst. 35(1): 3:1-3:49 (2010)
- Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Guoren Wang:
Optimal Resource Placement in Structured Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 21(7): 1011-1026 (2010)
- Cheqing Jin, Ke Yi, Lei Chen, Jeffrey Xu Yu, Xuemin Lin:
Sliding-window top-k queries on uncertain streams. VLDB J. 19(3): 411-435 (2010)
- Dexi Liu, Changxuan Wan, Naixue Xiong, Laurence Tianruo Yang, Lei Chen:
Two Novel Semantics of Top-k Queries Processing in Uncertain Database. CIT 2010: 651-659
- Shaoxu Song, Lei Chen:
Efficient set-correlation operator inside databases. CIKM 2010: 139-148
- Dexi Liu, Changxuan Wan, Lei Chen, Xiping Liu:
Automatically weighting tags in XML collection. CIKM 2010: 1289-1292
- Lei Zou, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
Dynamic Skyline Queries in Large Graphs. DASFAA (2) 2010: 62-78
- Ye Yuan, Lei Chen, Guoren Wang:
Efficiently Answering Probability Threshold-Based Shortest Path Queries over Uncertain Graphs. DASFAA (1) 2010: 155-170
- Di Wu, Yiping Ke, Jeffrey Xu Yu, Philip S. Yu, Lei Chen:
Detecting Leaders from Correlated Time Series. DASFAA (1) 2010: 352-367
- Liyi Zhang, Ting Liu, Yunshan Sun, Lei Chen:
Research on neural network blind equalization algorithm with structure optimized by genetic algorithm. ICNC 2010: 1451-1454
- Lei Chen, Liyi Zhang, Yanju Guo, Ting Liu, Qiang Li:
Sequential blind image extraction based on particle swarm optimization. ICNC 2010: 2697-2700
- Zhang Xiong, Wuman Luo, Lei Chen, Lionel M. Ni:
Data Vitalization: A New Paradigm for Large-Scale Dataset Analysis. ICPADS 2010: 251-258
- Xiangmin Zhou, Lei Chen:
Monitoring near duplicates over video streams. ACM Multimedia 2010: 521-530
- Xiang Lian, Lei Chen, Shaoxu Song:
Consistent query answers in inconsistent probabilistic databases. SIGMOD Conference 2010: 303-314
- Rui Li, Lei Chen, Wen-Syan Li:
Cloudweaver: Adaptive and Data-Driven Workload Manager for Generic Clouds. Handbook of Cloud Computing 2010: 219-236
- Xintao Wu, Xiaowei Ying, Kun Liu, Lei Chen:
A Survey of Privacy-Preservation of Graphs and Social Networks. Managing and Mining Graph Data 2010: 421-453
- Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao:
Web-Age Information Management, 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010. Proceedings. Lecture Notes in Computer Science 6184, Springer 2010, ISBN 978-3-642-14245-1 [contents]
- Lei Chen, Peter Triantafillou, Torsten Suel:
Web Information Systems Engineering - WISE 2010 - 11th International Conference, Hong Kong, China, December 12-14, 2010. Proceedings. Lecture Notes in Computer Science 6488, Springer 2010, ISBN 978-3-642-17615-9 [contents]
2009:
- Yi Yu, Kazuki Joe, Vincent Oria, Fabian Mörchen, J. Stephen Downie, Lei Chen:
Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping. Int. J. Semantic Comput. 3(2): 209-234 (2009)
- Lei Zou, Lei Chen, M. Tamer Özsu:
DistanceJoin: Pattern Match Query In a Large Graph Database. Proc. VLDB Endow. 2(1): 886-897 (2009)
- Lei Zou, Lei Chen, M. Tamer Özsu:
K-Automorphism: A General Framework For Privacy Preserving Network Publication. Proc. VLDB Endow. 2(1): 946-957 (2009)
- Lei Chen, Xiang Lian:
Efficient Processing of Metric Skyline Queries. IEEE Trans. Knowl. Data Eng. 21(3): 351-365 (2009)
- Xiang Lian, Lei Chen, Jeffrey Xu Yu, Jinsong Han, Jian Ma:
Multiscale Representations for Fast Pattern Matching in Stream Time Series. IEEE Trans. Knowl. Data Eng. 21(4): 568-581 (2009)
- Xiang Lian, Lei Chen:
General Cost Models for Evaluating Dimensionality Reduction in High-Dimensional Spaces. IEEE Trans. Knowl. Data Eng. 21(10): 1447-1460 (2009)
- Xiang Lian, Lei Chen:
Efficient Similarity Join over Multiple Stream Time Series. IEEE Trans. Knowl. Data Eng. 21(11): 1544-1558 (2009)
- Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya, Nong Xiao, John A. Taylor:
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points. IEEE Trans. Multim. 11(5): 879-891 (2009)
- Jie Lian, Yunhao Liu, Kshirasagar Naik, Lei Chen:
Virtual surrounding face geocasting in wireless ad hoc and sensor networks. IEEE/ACM Trans. Netw. 17(1): 200-211 (2009)
- Xiang Lian, Lei Chen:
Efficient processing of probabilistic reverse nearest neighbor queries over uncertain data. VLDB J. 18(3): 787-808 (2009)
- Xiping Liu, Changxuan Wan, Lei Chen:
Effective XML content and structure retrieval with relevance ranking. CIKM 2009: 147-156
- Xiang Lian, Lei Chen:
Efficient join processing on uncertain data streams. CIKM 2009: 857-866
- Shaoxu Song, Lei Chen:
Discovering matching dependencies. CIKM 2009: 1421-1424
- Xiang Lian, Lei Chen:
Probabilistic Inverse Ranking Queries over Uncertain Data. DASFAA 2009: 35-50
- Lei Zou, Lei Chen, Yansheng Lu:
Top-K Correlation Sub-graph Search in Graph Databases. DASFAA 2009: 168-185
- Junchang Xin, Guoren Wang, Lei Chen, Vincent Oria:
Energy-Efficient Evaluation of Multiple Skyline Queries over a Wireless Sensor Network. DASFAA 2009: 247-262
- Yi Zhuang, Qing Li, Lei Chen:
A Unified Indexing Structure for Efficient Cross-Media Retrieval. DASFAA 2009: 677-692
- Xiang Lian, Lei Chen:
Top-k dominating queries in uncertain databases. EDBT 2009: 660-671
- Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie:
Evaluating probability threshold k-nearest-neighbor queries over uncertain data. EDBT 2009: 672-683
- Weixiong Rao, Ada Wai-Chee Fu, Lei Chen, Hanhua Chen:
STAIRS: Towards Efficient Full-Text Filtering and Dissemination in a DHT Environment. ICDE 2009: 198-209
- Changliang Wang, Lei Chen:
Continuous Subgraph Pattern Search over Graph Streams. ICDE 2009: 393-404
- Ke Yi, Xiang Lian, Feifei Li, Lei Chen:
A Concise Representation of Range Queries. ICDE 2009: 1179-1182
- Yongzhen Zhuang, Lei Chen:
Max Regional Aggregate over Sensor Networks. ICDE 2009: 1295-1298
- Ting Liu, Bin Wang, Lei Chen, Yunshan Sun, Liyi Zhang:
An Adaptive Multi-user Detection Algorithm Based on Forward Neural Network. ICNC (2) 2009: 31-34
- Lei Chen, Liyi Zhang, Yanju Guo, Ting Liu:
Research of Blind Images Separation Algorithm Based on Kernel Space. ICNC (1) 2009: 556-559
- Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Hanhua Chen, Futai Zou:
On Efficient Content Matching in Distributed Pub/Sub Systems. INFOCOM 2009: 756-764
- Yingyi Bu, Lei Chen, Ada Wai-Chee Fu, Dawei Liu:
Efficient anomaly monitoring over moving object trajectory streams. KDD 2009: 159-168
- Yi Yu, Michel Crucianu, Vincent Oria, Lei Chen:
Local summarization and multi-level LSH for retrieving multi-variant audio tracks. ACM Multimedia 2009: 341-350
- Lei Chen, Chengfei Liu, Xiao Zhang, Shan Wang, Darijus Strasunskas, Stein L. Tomassen, Jinghai Rao, Wen-Syan Li, K. Selçuk Candan, Dickson K. W. Chiu, Yi Zhuang, Clarence A. Ellis, Kwang-Hoon Kim:
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2009 International Workshops: WCMT 2009, RTBI 2009, DBIR-ENQOIR 2009, PAIS 2009, Suzhou, China, April 2-4, 2009, Revised Selected Papers. Lecture Notes in Computer Science 5731, Springer 2009, ISBN 978-3-642-03995-9 [contents]
- Lei Chen, Chengfei Liu, Qing Liu, Ke Deng:
Database Systems for Advanced Applications, DASFAA 2009 International Workshops: BenchmarX, MCIS, WDPP, PPDA, MBC, PhD, Brisbane, Australia, April 20-23, 2009. Lecture Notes in Computer Science 5667, Springer 2009, ISBN 978-3-642-04204-1 [contents]
- M. Tamer Özsu, Yi Chen, Lei Chen:
Proceedings of the First International Workshop on Keyword Search on Structured Data, KEYS 2009, Providence, Rhode Island, USA, June 28, 2009. ACM 2009, ISBN 978-1-60558-570-3 [contents]
- Lei Chen:
Curse of Dimensionality. Encyclopedia of Database Systems 2009: 545-546
- Lei Chen:
Two-Dimensional Shape Retrieval. Encyclopedia of Database Systems 2009: 3202-3203
- Lei Chen:
Video Content Modeling. Encyclopedia of Database Systems 2009: 3276-3280
- Shaoxu Song, Lei Chen:
Discovering Matching Dependencies. CoRR abs/0903.3317 (2009)
2008:
- Bin Wang, Xiaochun Yang, Guoren Wang, Ge Yu, Lei Chen, Xiaoyang Sean Wang, Xuemin Lin:
Continually Answering Constraint k - NN Queries in Unstructured P2P Systems. J. Comput. Sci. Technol. 23(4): 538-556 (2008)
- Shaoliang Peng, Shanshan Li, Lei Chen, Yuxing Peng, Nong Xiao:
Scalable Base-Station Model-Based Multicast in Wireless Sensor Networks. J. Comput. Sci. Technol. 23(5): 780-791 (2008)
- Kebin Liu, Lei Chen, Yunhao Liu, Minglu Li:
Robust and Efficient Aggregate Query Processing in Wireless Sensor Networks. Mob. Networks Appl. 13(1-2): 212-227 (2008)
- Cheqing Jin, Ke Yi, Lei Chen, Jeffrey Xu Yu, Xuemin Lin:
Sliding-window top-k queries on uncertain streams. Proc. VLDB Endow. 1(1): 301-312 (2008)
- Yingyi Bu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Lei Chen, Jiuyong Li:
Privacy preserving serial data publishing by role composition. Proc. VLDB Endow. 1(1): 845-856 (2008)
- Xiang Lian, Lei Chen:
Efficient Similarity Search over Future Stream Time Series. IEEE Trans. Knowl. Data Eng. 20(1): 40-54 (2008)
- Yuhai Zhao, Jeffrey Xu Yu, Guoren Wang, Lei Chen, Bin Wang, Ge Yu:
Maximal Subspace Coregulated Gene Clustering. IEEE Trans. Knowl. Data Eng. 20(1): 83-98 (2008)
- Lei Chen, Xiang Lian:
Efficient Similarity Search in Nonmetric Spaces with Local Constant Embedding. IEEE Trans. Knowl. Data Eng. 20(3): 321-336 (2008)
- Xiang Lian, Lei Chen:
Probabilistic Group Nearest Neighbor Queries in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 20(6): 809-824 (2008)
- Mo Li, Yunhao Liu, Lei Chen:
Nonthreshold-Based Event Detection for 3D Environment Monitoring in Sensor Networks. IEEE Trans. Knowl. Data Eng. 20(12): 1699-1711 (2008)
- Mo Li, Lei Chen, Jizhong Zhao, Qian Zhang, Yunhao Liu:
Signature-File-Based Approach for Query Answering Over Wireless Sensor Networks. IEEE Trans. Veh. Technol. 57(5): 3146-3154 (2008)
- Qiang Wang, Rui Li, Lei Chen, Jie Lian, M. Tamer Özsu:
Speed up semantic search in p2p networks. CIKM 2008: 1341-1342
- Lei Zou, Lei Chen, Huaming Zhang, Yansheng Lu, Qiang Lou:
Summarization Graph Indexing: Beyond Frequent Structure-Based Approach. DASFAA 2008: 141-155
- Lei Zou, Lei Chen, Jeffrey Xu Yu, Yansheng Lu:
A novel spectral coding in a large graph database. EDBT 2008: 181-192
- Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen, Yi Yu:
Indexing high-dimensional data in dual distance spaces: a symmetrical encoding approach. EDBT 2008: 241-251
- Lei Chen, Xiang Lian:
Dynamic skyline queries in metric spaces. EDBT 2008: 333-343
- Xiang Lian, Lei Chen:
Probabilistic ranked queries in uncertain databases. EDBT 2008: 511-522
- Yi Zhuang, Qing Li, Lei Chen:
Multi-query Optimization for Distributed Similarity Query Processing. ICDCS 2008: 639-646
- Xiang Lian, Lei Chen:
Similarity Search in Arbitrary Subspaces Under Lp-Norm. ICDE 2008: 317-326
- Lei Zou, Lei Chen:
Dominant Graph: An Efficient Indexing Structure to Answer Top-K Queries. ICDE 2008: 536-545
- Zheng Liu, Jeffrey Xu Yu, Lei Chen, Di Wu:
Detection of Shape Anomalies: A Probabilistic Approach Using Hidden Markov Models. ICDE 2008: 1325-1327
- Xiang Lian, Lei Chen, Jeffrey Xu Yu:
Pattern Matching over Cloaked Time Series. ICDE 2008: 1462-1464
- Zheng Liu, Jeffrey Xu Yu, Yiping Ke, Xuemin Lin, Lei Chen:
Spotting Significant Changing Subgraphs in Evolving Graphs. ICDM 2008: 917-922
- Kebin Liu, Lei Chen, Minglu Li, Yunhao Liu:
Continuous answering holistic queries over sensor networks. IPDPS 2008: 1-11
- Shaoliang Peng, Shanshan Li, Lei Chen, Nong Xiao, Yuxing Peng:
SenCast: Scalable multicast in wireless sensor networks. IPDPS 2008: 1-9
- Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe:
Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs. ISM 2008: 302-309
- Yi Yu, J. Stephen Downie, Lei Chen, Vincent Oria, Kazuki Joe:
Searching musical audio datasets by a batch of multi-variant tracks. Multimedia Information Retrieval 2008: 121-127
- Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe, Vincent Oria:
COSIN: content-based retrieval system for cover songs. ACM Multimedia 2008: 987-988
- Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu:
Flexible Routing in Grouped DHTs. Peer-to-Peer Computing 2008: 109-118
- Xiang Lian, Lei Chen:
Monochromatic and bichromatic reverse skyline search over uncertain databases. SIGMOD Conference 2008: 213-226
- Hanhua Chen, Hai Jin, Jiliang Wang, Lei Chen, Yunhao Liu, Lionel M. Ni:
Efficient multi-keyword search over p2p web. WWW 2008: 989-998
2007:
- Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen:
Interactive high-dimensional index for large Chinese calligraphic character databases. ACM Trans. Asian Lang. Inf. Process. 6(2): 8 (2007)
- Jie Lian, Lei Chen, Kshirasagar Naik, Yunhao Liu, Gordon B. Agnew:
Gradient Boundary Detection for Time Series Snapshot Construction in Sensor Networks. IEEE Trans. Parallel Distributed Syst. 18(10): 1462-1475 (2007)
- Lei Zou, Lei Chen, Yansheng Lu:
Top-k subgraph matching query in a large graph. PIKM 2007: 139-146
- Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Yingyi Bu:
Optimal proactive caching in peer-to-peer network: analysis and application. CIKM 2007: 663-672
- Shaoxu Song, Lei Chen:
Probabilistic correlation-based similarity measure of unstructured records. CIKM 2007: 967-970
- Shaoxu Song, Lei Chen:
Similarity Joins of Text with Incomplete Information Formats. DASFAA 2007: 313-324
- Junchang Xin, Guoren Wang, Lei Chen, Xiaoyi Zhang, Zhenhua Wang:
Continuously Maintaining Sliding Window Skylines in a Sensor Network. DASFAA 2007: 509-521
- Xiang Lian, Lei Chen, Bin Wang:
Approximate Similarity Search over Multiple Stream Time Series. DASFAA 2007: 962-968
- Mo Li, Yunhao Liu, Lei Chen:
Non-Threshold based Event Detection for 3D Environment Monitoring in Sensor Networks. ICDCS 2007: 9
- Yongzhen Zhuang, Lei Chen, Xiaoyang Sean Wang, Jie Lian:
A Weighted Moving Average-based Approach for Cleaning Sensor Data. ICDCS 2007: 38
- Xiang Lian, Lei Chen:
A General Cost Model for Dimensionality Reduction in High Dimensional Spaces. ICDE 2007: 66-75
- Xiang Lian, Lei Chen, Jeffrey Xu Yu, Guoren Wang, Ge Yu:
Similarity Match Over High Speed Time-Series Streams. ICDE 2007: 1086-1095
- Rui Chu, Nong Xiao, Lei Chen, Xicheng Lu:
A push-based prefetching for cooperative caching RAM Grid. ICPADS 2007: 1-8
- Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu:
Collaborative Search in Large-scale Unstructured Peer-to-Peer Networks. ICPP 2007: 7
- Yunhao Liu, Lei Chen, Jian Pei, Qiuxia Chen, Yiyang Zhao:
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. PerCom 2007: 37-46
- Qiuxia Chen, Lei Chen, Xiang Lian, Yunhao Liu, Jeffrey Xu Yu:
Indexable PLA for Efficient Similarity Search. VLDB 2007: 435-446
- Kevin Chen-Chuan Chang, Wei Wang, Lei Chen, Clarence A. Ellis, Ching-Hsien Hsu, Ah Chung Tsoi, Haixun Wang:
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2007 International Workshops: DBMAN 2007, WebETrends 2007, PAIS 2007 and ASWAN 2007, Huang Shan, China, June 16-18, 2007, Proceedings. Lecture Notes in Computer Science 4537, Springer 2007, ISBN 978-3-540-72908-2 [contents]
2006:
- Jie Lian, Kshirasagar Naik, Gordon B. Agnew, Lei Chen, M. Tamer Özsu:
BBS: An Energy Efficient Localized Routing Scheme for Query Processing in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 2(1): 23-54 (2006)
- Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen:
Towards interactive indexing for large Chinese calligraphic character databases. CIKM 2006: 884-885
- Yongzhen Zhuang, Lei Chen:
In-network Outlier Cleaning for Data Collection in Sensor Networks. CleanDB 2006
- Bin Wang, Xiaochun Yang, Guoren Wang, Lei Chen, Xiaoyang Sean Wang, Xuemin Lin, Ge Yu:
Answering Constrained k-NN Queries in Unstructured P2P Systems. DBISP2P 2006: 397-405
- Yanli Cai, Jian Cao, Minglu Li, Lei Chen:
Portlet-based Portal Design for Grid Systems. GCC Workshops 2006: 571-575
- Xiaoming Chen, Zhoujun Li, Yongzhen Zhuang, Jinsong Han, Lei Chen:
HAND: An Overlay Optimization Algorithm in Peer-to-Peer Systems. HPCC 2006: 290-299
- Lei Chen, Sule Gündüz, M. Tamer Özsu:
Mixed Type Audio Classification with Support Vector Machine. ICME 2006: 781-784
- Jie Lian, Kshirasagar Naik, Yunhao Liu, Lei Chen:
Virtual Surrounding Face Geocasting with Guaranteed Message Delivery for Ad Hoc and Sensor Networks. ICNP 2006: 198-207
- Prima Chairunnanda, Vivekanand Gopalkrishnan, Lei Chen:
Enhancing Edit Distance on Real Sequences Filters using Histogram Distance on Fixed Reference Ordering. ICPR (3) 2006: 582-585
- Wenwei Xue, Qiong Luo, Lei Chen, Yunhao Liu:
Contour map matching for event detection in sensor networks. SIGMOD Conference 2006: 145-156
- Xiang Lian, Lei Chen:
Efficient Methods on Predictions for Similarity Search over Stream Time Series. SSDBM 2006: 241-250
2005:
- Jie Lian, Lei Chen, Kshirasagar Naik, M. Tamer Özsu, Gordon B. Agnew:
Localized routing trees for query processing in sensor networks. CIKM 2005: 259-260
- Lei Chen, M. Tamer Özsu, Vincent Oria:
Robust and Fast Similarity Search for Moving Object Trajectories. SIGMOD Conference 2005: 491-502
- Lei Chen, M. Tamer Özsu, Vincent Oria:
Using Multi-Scale Histograms to Answer Pattern Existence and Shape Match Queries. SSDBM 2005: 217-226
2004:
- Lei Chen, M. Tamer Özsu, Vincent Oria:
MINDEX: An efficient index structure for salient-object-based queries in video databases. Multim. Syst. 10(1): 56-71 (2004)
- Xinhua Lin, Xi-li Sun, Xinda Lu, Qianni Deng, Minglu Li, Hong Liu, Yang Qi, Lei Chen:
Recent Advances in CFD Grid Application Platform. IEEE SCC 2004: 588-591
- Lei Chen, M. Tamer Özsu:
Multi-Scale Histograms for Answering Queries over Time Series Data. ICDE 2004: 838
- Lei Chen, M. Tamer Özsu, Vincent Oria:
Symbolic representation and retrieval of moving object trajectories. Multimedia Information Retrieval 2004: 227-234
- Lei Chen, Raymond T. Ng:
On The Marriage of Lp-norms and Edit Distance. VLDB 2004: 792-803
2003:
- Lei Chen, M. Tamer Özsu, Vincent Oria:
Modeling Video Data for Content Based Queries: Extending the DISIMA Image Data Model. MMM 2003: 169-189
- Lei Chen, Shariq J. Rizvi, M. Tamer Özsu:
Incorporating Audio Cues into Dialog and Action Scene Extraction. Storage and Retrieval for Media Databases 2003: 252-263
2002:
- Lei Chen, M. Tamer Özsu:
Rule-based scene extraction from video. ICIP (2) 2002: 737-740
- Lei Chen, M. Tamer Özsu:
Modeling of video objects in a video databases. ICME (2) 2002: 217-220
- Lei Chen, Vincent Oria, M. Tamer Özsu:
A Multi-Level Index Structure for Video Databases. Multimedia Information Systems 2002: 28-37
Professional Services
VLDB Endowment Trustee
Journal Editor-in-Chief:
Journal Associate Editor-in-Chief:
- IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015-date
Journal Associate Editor:
- Distributed and Parallel Databases (DAPD), 2012 -date
PC Co-Chair:
PC Track Chair:
PC Member:
- IEEE International Conference on Data Engineering (ICDE’15, 14, 11, 10, 09, 08, 07)
- ACM International Conference on Management of Data (SIGMOD’16, 15, 13, 11, 10)
- International Conference on Very Large Data Base (VLDB’16, 15, 13, 12, 11, 10, 08)
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD’12, 10)
- International Conference on World Wide Web (WWW’09, 08)
- ACM International Conference on Multimedia (SIGMM'15, 12, 08)
- IEEE International Conference on Distributed Computing Systems (ICDCS’12, 07)
Group Members
Ph.D. Students:
- Linnan Jiang, Ph.D. Student (started in September, 2015)
- Anand INASU CHITTILAPPILLY, Ph.D. Student (started in September, 2015)
- Xun Jian, Ph.D. Student (started in September, 2016)
- Hao Xin, Ph.D. Student (started in September, 2016)
- Jingshu Peng, Ph.D. Student (started in September, 2016)
- Xueling Lin,Ph.D. Student (started in January, 2017)
- Yuxiang Zeng(started in September, 2017)
- Qiyu Liu (started in September, 2017)
- Chengmin Wu (started in September, 2018)
- Haoyang Li (started in September, 2018)
- Maocheng Li (started in September, 2019)
- Wangze Ni (started in September, 2019)
- Ruiling Li (started in September, 2019)
- Jia Li (started in September, 2019)
- Jiachuan Wang (started in September, 2019)
- Alex Zhou (started in September, 2019)
- Jiawei Zhou(started in September, 2019)
- Ge Lv (started in September, 2019)
- Yiming Li (started in September, 2019)
- Jingzhi Fang (started in September, 2019)
Mphil. Students:
Graduated:
- Zhao Chen, Ph.D. (Graduated August 2020)
- Zijian Li, Ph.D. (Graduated January 2020, now researcher at Huawei)
- Libin Zheng, Ph.D. (Graduated in November 2019, now Postdoc at HKUST)
- Yue Wang, Ph.D. (Graduated in September, 2019, now researcher at Shenzhen Institute of Computing Sciences )
- Konstantinos Giannakopoulos, Ph.D. (Graduated in September 2019)
- Zheng Liu, Ph.D. (Graduated in August 2018, now researcher at MSRA)
- Jiayang Tu (Graduated in August 2018s, now researcher at Lenovo, Hong Kong)
- Rui Meng, Ph.D. (Graduated in August, 2017, now Assistant Professor at BNU-HKBU)
- Peng Cheng, Ph.D. (Graduated in August, 2017, now Associate Professor at ECNU)
- Jieying She, Ph.D. (Graduated in January, 2017, now Data Analyst at Goldman Sachs Hong Kong)
- Yunfan Chen, Mphil. Student (Graduated in May 2017, now Software Engineer, Google)
- Jason Chen Zhang, Ph.D. Student (Graduated in August 2015, now Senior Manger of BDI, HKUST)
- Yongxin Tong, Ph.D. (Graduated in January 2014, Now Associate Professor in BeiHang University, China)
- Caleb Chen Cao, Ph.D. (Graduated in August 2014, Now Senior Researcher at Huawei)
- Xiaofei Zhang, Ph.D. (Graduated in June 2013, Now Assistant Professor at University of Memphis, U.S.A.)
- Mingxuan Yuan, Ph.D. (Graduated in January 2012, Now Researcher at Huawei Noah's Ark Lab, Hong Kong)
- Xiang Lian, Ph.D. (Graduated in August 2009, Now Assistant Professor at Kent State University, U.S.A.)
- Shaoxu Song, Ph.D. (Graduated in August 2010, Now Associate Professor at Tsinghua University, China)
- Cammy Yongzhen Zhuang, Ph.D. (Graduated in June 2008, Now at Ant Financial, China)
- Lei Zou, Visiting Scholar (Dec 2006- June 2007), Now Professor at Peking University, China)
- Weixiong Rao, Professor, Tongji University, Shanghai, China)
- Yatao Li, Mphil Student (Graduated in June 2014)
- Mengyu Li, Mphil Student (Graduated in June 2013)
- Yincheng Lin, Mphil Student (Graduated in August 2011)
- Louis Wong, Mphil. Student (Graduated in June 2010)
- Changliang Wang, Mphil. Student (Graduated in June 2009), Now at EMC, China)
