Updates and View Maintenance in Soft Real-Time Database Systems. - Ben Kao; Kam-yiu Lam; Brad Adelberg; Reynold Cheng; Tony S. H. Lee (CIKM, 1999)

Disk Scheduling. - Ben Kao; Reynold Cheng (Real-Time Database Systems, 2001)

Evaluation of concurrency control strategies for mixed soft real-time database systems. - Kam-yiu Lam; Tei-Wei Kuo; Ben Kao; Tony S. H. Lee; Reynold Cheng (Inf. Syst., 2002)

Evaluating Probabilistic Queries over Imprecise Data. - Reynold Cheng; Dmitri V. Kalashnikov; Sunil Prabhakar 001 (SIGMOD Conference, 2003)

Managing uncertainty in sensor database. - Reynold Cheng; Sunil Prabhakar 001 (SIGMOD Rec., 2003)

Maintaining Temporal Consistency of Discrete Objects in Soft Real-Time Database Systems. - Ben Kao; Kam-yiu Lam; Brad Adelberg; Reynold Cheng; Tony S. H. Lee (IEEE Trans. Computers, 2003)

Sensor node selection for execution of continuous probabilistic queries in wireless sensor networks. - Kam-yiu Lam; Reynold Cheng; BiYu Liang; Jo Chau (VSSN@MM, 2004)

Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data. - Reynold Cheng; Yuni Xia; Sunil Prabhakar 001; Rahul Shah 001; Jeffrey Scott Vitter (VLDB, 2004)

Querying Imprecise Data in Moving Object Environments. - Reynold Cheng; Dmitri V. Kalashnikov; Sunil Prabhakar 001 (IEEE Trans. Knowl. Data Eng., 2004)

Sensors, Uncertainty Models, and Probabilistic Queries. - Reynold Cheng; Sunil Prabhakar 001 (Encyclopedia of Database Technologies and Applications, 2005)

Change Tolerant Indexing for Constantly Evolving Data. - Reynold Cheng; Yuni Xia; Sunil Prabhakar 001; Rahul Shah 001 (ICDE, 2005)

Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance. - Reynold Cheng; Ben Kao; Sunil Prabhakar 001; Alan Kwan; Yi-Cheng Tu (VLDB, 2005)

U-DBMS: A Database System for Managing Constantly-Evolving Data. - Reynold Cheng; Sarvjeet Singh; Sunil Prabhakar 001 (VLDB, 2005)

Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions. - Yufei Tao 001; Reynold Cheng; Xiaokui Xiao; Wang Kay Ngai; Ben Kao; Sunil Prabhakar 001 (VLDB, 2005)

Efficient join processing over uncertain data. - Reynold Cheng; Sarvjeet Singh; Sunil Prabhakar 001; Rahul Shah 001; Jeffrey Scott Vitter; Yuni Xia (CIKM, 2006)

Efficient Clustering of Uncertain Data. - Wang Kay Ngai; Ben Kao; Chun Kit Chui; Reynold Cheng; Michael Chau; Kevin Y. Yip (ICDM, 2006)

Uncertain Data Mining: An Example in Clustering Location Data. - Michael Chau; Reynold Cheng; Ben Kao; Jackey Ng (PAKDD, 2006)

Preserving User Location Privacy in Mobile Data Management Infrastructures. - Reynold Cheng; Yu Zhang; Elisa Bertino; Sunil Prabhakar 001 (Privacy Enhancing Technologies, 2006)

Efficient Evaluation of Imprecise Location-Dependent Queries. - Jinchuan Chen; Reynold Cheng (ICDE, 2007)

Reducing UK-Means to K-Means. - Sau Dan Lee; Ben Kao; Reynold Cheng (ICDM Workshops, 2007)

Energy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances. - Tobias Farrell; Reynold Cheng; Kurt Rothermel (IDEAS, 2007)

Evaluation of probabilistic queries over imprecise data in constantly-evolving environments. - Reynold Cheng; Dmitri V. Kalashnikov; Sunil Prabhakar 001 (Inf. Syst., 2007)

An efficient location update mechanism for continuous queries over moving objects. - Reynold Cheng; Kam-yiu Lam; Sunil Prabhakar 001; BiYu Liang (Inf. Syst., 2007)

A statistics-based sensor selection scheme for continuous probabilistic queries in sensor networks. - Song Han 002; Edward Chan; Reynold Cheng; Kam-yiu Lam (Real Time Syst., 2007)

Range search on multidimensional uncertain data. - Yufei Tao 001; Xiaokui Xiao; Reynold Cheng (ACM Trans. Database Syst., 2007)

Position transformation: a location privacy protection method for moving objects. - Dan Lin 001; Elisa Bertino; Reynold Cheng; Sunil Prabhakar 001 (SPRINGL, 2008)

Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data. - Reynold Cheng; Jinchuan Chen; Mohamed F. Mokbel; Chi-Yin Chow (ICDE, 2008)

Database Support for Probabilistic Attributes and Tuples. - Sarvjeet Singh; Chris Mayfield; Rahul Shah 001; Sunil Prabhakar 001; Susanne E. Hambrusch; Jennifer Neville; Reynold Cheng (ICDE, 2008)

Quality-Aware Probing of Uncertain Data with Resource Constraints. - Jinchuan Chen; Reynold Cheng (SSDBM, 2008)

Indexing continuously changing data with mean-variance tree. - Yuni Xia; Reynold Cheng; Sunil Prabhakar 001; Shan Lei; Rahul Shah 001 (Int. J. High Perform. Comput. Netw., 2008)

Cleaning uncertain data with quality guarantees. - Reynold Cheng; Jinchuan Chen; Xike Xie (Proc. VLDB Endow., 2008)

Spatial Data, Indexing Techniques. - Reynold Cheng (Encyclopedia of GIS, 2008)

Evaluating probability threshold k-nearest-neighbor queries over uncertain data. - Reynold Cheng; Lei Chen 002; Jinchuan Chen; Xike Xie (EDBT, 2009)

Naive Bayes Classification of Uncertain Data. - Jiangtao Ren; Sau Dan Lee; Xianlu Chen; Ben Kao; Reynold Cheng; David Wai-Lok Cheung (ICDM, 2009)

A Probabilistic Filter Protocol for Continuous Queries. - Jinchuan Chen; Reynold Cheng; Yinuo Zhang; Jian Jin (QuaCon, 2009)

Querying and Cleaning Uncertain Data. - Reynold Cheng (QuaCon, 2009)

Minimizing the communication cost for continuous skyline maintenance. - Zhenjie Zhang; Reynold Cheng; Dimitris Papadias; Anthony K. H. Tung (SIGMOD Conference, 2009)

Location Privacy in Moving-Object Environments. - Dan Lin 001; Elisa Bertino; Reynold Cheng; Sunil Prabhakar 001 (Trans. Data Priv., 2009)

Scalable processing of snapshot and continuous nearest-neighbor queries over one-dimensional uncertain data. - Jinchuan Chen; Reynold Cheng; Mohamed F. Mokbel; Chi-Yin Chow (VLDB J., 2009)

Probabilistic Spatial Queries. - Reynold Cheng; Jinchuan Chen (Encyclopedia of Database Systems, 2009)

Data Uncertainty Management in Sensor Networks. - Sunil Prabhakar 001; Reynold Cheng (Encyclopedia of Database Systems, 2009)

Accelerating probabilistic frequent itemset mining: a model-based approach. - Liang Wang; Reynold Cheng; Sau Dan Lee; David Wai-Lok Cheung (CIKM, 2010)

On-Line Preferential Nearest Neighbor Browsing in Large Attributed Graphs. - Jiefeng Cheng; Jeffrey Xu Yu; Reynold Cheng (DASFAA Workshops, 2010)

Evaluating Continuous Probabilistic Queries Over Imprecise Sensor Data. - Yinuo Zhang; Reynold Cheng; Jinchuan Chen (DASFAA (1), 2010)

Managing uncertainty of XML schema matching. - Reynold Cheng; Jian Gong; David W. Cheung (ICDE, 2010)

UV-diagram: A Voronoi diagram for uncertain data. - Reynold Cheng; Xike Xie; Man Lung Yiu; Jinchuan Chen; Liwen Sun (ICDE, 2010)

Mining uncertain data with probabilistic guarantees. - Liwen Sun; Reynold Cheng; David W. Cheung; Jiefeng Cheng (KDD, 2010)

Explore or Exploit? Effective Strategies for Disambiguating Large Databases. - Reynold Cheng; Eric Lo 001; Xuan S. Yang; Ming-Hay Luk; Xiang Li 067; Xike Xie (Proc. VLDB Endow., 2010)

Similarity Search and Mining in Uncertain Databases. - Matthias Renz; Reynold Cheng; Hans-Peter Kriegel; Andreas Züfle; Thomas Bernecker (Proc. VLDB Endow., 2010)

Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases. - Reynold Cheng; Michael Chau; Minos N. Garofalakis; Jeffrey Xu Yu (IEEE Trans. Knowl. Data Eng., 2010)

Filtering Data Streams for Entity-Based Continuous Queries. - Reynold Cheng; Benjamin C. M. Kao; Alan Kwan; Sunil Prabhakar 001; Yi-Cheng Tu (IEEE Trans. Knowl. Data Eng., 2010)

I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system. - Chun Kit Chui; Ben Kao; Eric Lo 001; Reynold Cheng (CIKM, 2011)

CubeLSI: An effective and efficient method for searching resources in social tagging systems. - Bin Bi; Sau Dan Lee; Ben Kao; Reynold Cheng (ICDE, 2011)

Metric and trigonometric pruning for clustering of uncertain data in 2D geometric space. - Wang Kay Ngai; Ben Kao; Reynold Cheng; Michael Chau; Sau Dan Lee; David W. Cheung; Kevin Y. Yip (Inf. Syst., 2011)

On Querying Historical Evolving Graph Sequences. - Chenghui Ren; Eric Lo 001; Ben Kao; Xinjie Zhu; Reynold Cheng (Proc. VLDB Endow., 2011)

On Link-based Similarity Join. - Liwen Sun; Reynold Cheng; Xiang Li 067; David W. Cheung; Jiawei Han 001 (Proc. VLDB Endow., 2011)

Processing Continuous Range Queries with Spatiotemporal Tolerance. - Tobias Farrell; Kurt Rothermel; Reynold Cheng (IEEE Trans. Mob. Comput., 2011)

A filter-based protocol for continuous queries over imprecise location data. - Yifan Jin; Reynold Cheng; Ben Kao; Kam-yiu Lam; Yinuo Zhang (CIKM, 2012)

DQR: a probabilistic approach to diversified query recommendation. - Ruirui Li; Ben Kao; Bin Bi; Reynold Cheng; Eric Lo 001 (CIKM, 2012)

A Framework for Conditioning Uncertain Relational Data. - Ruiming Tang; Reynold Cheng; Huayu Wu 001; Stéphane Bressan (DEXA (2), 2012)

Evaluating Probabilistic Queries over Uncertain Matching. - Reynold Cheng; Jian Gong; David W. Cheung; Jiefeng Cheng (ICDE, 2012)

Evaluating Trajectory Queries over Imprecise Location Data. - Xike Xie; Reynold Cheng; Man Lung Yiu (SSDBM, 2012)

Efficient Mining of Frequent Item Sets on Large Uncertain Databases. - Liang Wang; David Wai-Lok Cheung; Reynold Cheng; Sau Dan Lee; Xuan S. Yang (IEEE Trans. Knowl. Data Eng., 2012)

Efficient management of uncertainty in XML schema matching. - Jian Gong; Reynold Cheng; David W. Cheung (VLDB J., 2012)

Managing Quality of Probabilistic Databases. - Reynold Cheng (Handbook of Data Quality, 2013)

Fast evaluation of iceberg pattern-based aggregate queries. - Zhian He; Petrie Wong; Ben Kao; Eric Lo 001; Reynold Cheng (CIKM, 2013)

Optimizing plurality for human intelligence tasks. - Luyi Mo; Reynold Cheng; Ben Kao; Xuan S. Yang; Chenghui Ren; Siyu Lei; David W. Cheung; Eric Lo 001 (CIKM, 2013)

Cleaning uncertain data for top-k queries. - Luyi Mo; Reynold Cheng; Xiang Li 067; David W. Cheung; Xuan S. Yang (ICDE, 2013)

On incentive-based tagging. - Xuan S. Yang; Reynold Cheng; Luyi Mo; Ben Kao; David W. Cheung (ICDE, 2013)

Voronoi-based nearest neighbor search for multi-dimensional uncertain databases. - Peiwu Zhang; Reynold Cheng; Nikos Mamoulis; Matthias Renz; Andreas Züfle; Yu Tang 001; Tobias Emrich (ICDE, 2013)

Privacy Preserving Path Recommendation for Moving User on Location Based Service. - Yuqing Sun 001; Haoran Xu 001; Reynold Cheng (UIC/ATC, 2013)

Probabilistic filters: A stream protocol for continuous probabilistic queries. - Yinuo Zhang; Reynold Cheng (Inf. Syst., 2013)

Model-based probabilistic frequent itemset mining. - Thomas Bernecker; Reynold Cheng; David W. Cheung; Hans-Peter Kriegel; Sau Dan Lee; Matthias Renz; Florian Verhein; Liang Wang; Andreas Züfle (Knowl. Inf. Syst., 2013)

Earth Mover's Distance based Similarity Search at Scale. - Yu Tang 001; Leong Hou U; Yilun Cai; Nikos Mamoulis; Reynold Cheng (Proc. VLDB Endow., 2013)

UV-diagram: a voronoi diagram for uncertain spatial databases. - Xike Xie; Reynold Cheng; Man Lung Yiu; Liwen Sun; Jinchuan Chen (VLDB J., 2013)

Uncertain Data Classification. - Reynold Cheng; Yixiang Fang; Matthias Renz (Data Classification: Algorithms and Applications, 2014)

CLUDE: An Efficient Algorithm for LU Decomposition Over a Sequence of Evolving Graphs. - Chenghui Ren; Luyi Mo; Ben Kao; Reynold Cheng; David W. Cheung (EDBT, 2014)

Managing uncertainty in spatial and spatio-temporal data. - Reynold Cheng; Tobias Emrich; Hans-Peter Kriegel; Nikos Mamoulis; Matthias Renz; Goce Trajcevski; Andreas Züfle (ICDE, 2014)

iTag: Incentive-based tagging. - Siyu Lei; Xuan S. Yang; Luyi Mo; Silviu Maniu; Reynold Cheng (ICDE, 2014)

Evaluating multi-way joins over discounted hitting time. - Wangda Zhang; Reynold Cheng; Ben Kao (ICDE, 2014)

Scalable Evaluation of Trajectory Queries over Imprecise Location Data. - Xike Xie; Man Lung Yiu; Reynold Cheng; Hua Lu 001 (IEEE Trans. Knowl. Data Eng., 2014)

On Optimality of Jury Selection in Crowdsourcing. - Yudian Zheng; Reynold Cheng; Silviu Maniu; Luyi Mo (EDBT, 2015)

Online Influence Maximization. - Siyu Lei; Silviu Maniu; Luyi Mo; Reynold Cheng; Pierre Senellart (KDD, 2015)

QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. - Yudian Zheng; Jiannan Wang 001; Guoliang Li 001; Reynold Cheng; Jianhua Feng (SIGMOD Conference, 2015)

Efficient Top-k Subscription Matching for Location-Aware Publish/Subscribe. - Jiafeng Hu; Reynold Cheng; Dingming Wu 001; Beihong Jin (SSTD, 2015)

Discovering Meta-Paths in Large Heterogeneous Information Networks. - Changping Meng; Reynold Cheng; Silviu Maniu; Pierre Senellart; Wangda Zhang (WWW, 2015)

Online Influence Maximization (Extended Version). - Siyu Lei; Silviu Maniu; Luyi Mo; Reynold Cheng; Pierre Senellart (CoRR, 2015)

Guest Editorial: Special Issue on Databases and Crowdsourcing. - Reynold Cheng; Silviu Maniu; Pierre Senellart (Distributed Parallel Databases, 2015)

Special issue on spatial and temporal database management. - Mario A. Nascimento; Timos K. Sellis; Reynold Cheng (GeoInformatica, 2015)

On using broadcast index for efficient execution of shortest path continuous queries. - Chun Jiang Zhu; Kam-yiu Lam; Reynold C. K. Cheng; Chung Keung Poon (Inf. Syst., 2015)

Walking in the Cloud: Parallel SimRank at Scale. - Zhenguo Li; Yixiang Fang; Qin Liu 009; Jiefeng Cheng; Reynold Cheng; John C. S. Lui (Proc. VLDB Endow., 2015)

Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs. - Jiafeng Hu; Xiaowei Wu 001; Reynold Cheng; Siqiang Luo; Yixiang Fang (CIKM, 2016)

KB-Enabled Query Recommendation for Long-Tail Queries. - Zhipeng Huang 001; Bogdan Cautis; Reynold Cheng; Yudian Zheng (CIKM, 2016)

Crowdsourced POI labelling: Location-aware result inference and Task Assignment. - Huiqi Hu; Yudian Zheng; Zhifeng Bao; Guoliang Li 001; Jianhua Feng; Reynold Cheng (ICDE, 2016)

Meta Structure: Computing Relevance in Large Heterogeneous Information Networks. - Zhipeng Huang 001; Yudian Zheng; Reynold Cheng; Yizhou Sun; Nikos Mamoulis; Xiang Li 067 (KDD, 2016)

Fast and Semantic Measurements on Collaborative Tagging Quality. - Yuqing Sun 001; Haiqi Sun; Reynold Cheng (PAKDD (2), 2016)

SMe: explicit & implicit constrained-space probabilistic threshold range queries for moving objects. - Zhi-Jie Wang 009; Bin Yao 002; Reynold Cheng; Xiaofeng Gao 001; Lei Zou 001; Haibing Guan; Minyi Guo (GeoInformatica, 2016)

Effective Community Search for Large Attributed Graphs. - Yixiang Fang; Reynold Cheng; Siqiang Luo; Jiafeng Hu (Proc. VLDB Endow., 2016)

DOCS: Domain-Aware Crowdsourcing System. - Yudian Zheng; Guoliang Li 001; Reynold Cheng (Proc. VLDB Endow., 2016)

Managing uncertainty of large spatial databases. - Reynold Cheng (ACM SIGSPATIAL Special, 2016)

Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data. - Yixiang Fang; Reynold Cheng; Wenbin Tang; Silviu Maniu; Xuan S. Yang (IEEE Trans. Knowl. Data Eng., 2016)

Meta Paths and Meta Structures: Analysing Large Heterogeneous Information Networks. - Reynold Cheng; Zhipeng Huang 001; Yudian Zheng; Jing Yan; Ka Yu Wong; Eddie Ng (APWeb/WAIM (1), 2017)

On Embedding Uncertain Graphs. - Jiafeng Hu; Reynold Cheng; Zhipeng Huang 001; Yixiang Fang; Siqiang Luo (CIKM, 2017)

SEQ: Example-based Query for Spatial Objects. - Siqiang Luo; Jiafeng Hu; Reynold Cheng; Jing Yan; Ben Kao (CIKM, 2017)

Crowdsourced Data Management: Overview and Challenges. - Guoliang Li 001; Yudian Zheng; Ju Fan; Jiannan Wang 001; Reynold Cheng (SIGMOD Conference, 2017)

On Attributed Community Search. - Yixiang Fang; Reynold Cheng (MATES@VLDB, 2017)

Reliable Retrieval of Top-k Tags. - Yong Xu; Reynold Cheng; Yudian Zheng (WISE (1), 2017)

Uncertain Voronoi cell computation based on space decomposition. - Klaus Arthur Schmid; Andreas Züfle; Tobias Emrich; Matthias Renz; Reynold Cheng (GeoInformatica, 2017)

Efficient processing of shortest path queries in evolving graph sequences. - Chenghui Ren; Eric Lo 001; Ben Kao; Xinjie Zhu; Reynold Cheng; David W. Cheung (Inf. Syst., 2017)

C-Explorer: Browsing Communities in Large Graphs. - Yixiang Fang; Reynold Cheng; Siqiang Luo; Jiafeng Hu; Kai Huang (Proc. VLDB Endow., 2017)

Effective Community Search over Large Spatial Graphs. - Yixiang Fang; Reynold Cheng; Xiaodong Li 009; Siqiang Luo; Jiafeng Hu (Proc. VLDB Endow., 2017)

Truth Inference in Crowdsourcing: Is the Problem Solved? - Yudian Zheng; Guoliang Li 001; Yuanbing Li; Caihua Shan; Reynold Cheng (Proc. VLDB Endow., 2017)

Efficient Pattern-Based Aggregation on Sequence Data. - Zhian He; Petrie Wong; Ben Kao; Eric Lo 001; Reynold Cheng; Ziqiang Feng (IEEE Trans. Knowl. Data Eng., 2017)

On Minimal Steiner Maximum-Connected Subgraph Queries. - Jiafeng Hu; Xiaowei Wu 001; Reynold Cheng; Siqiang Luo; Yixiang Fang (IEEE Trans. Knowl. Data Eng., 2017)

An Indexing Framework for Queries on Probabilistic Graphs. - Silviu Maniu; Reynold Cheng; Pierre Senellart (ACM Trans. Database Syst., 2017)

Effective and efficient attributed community search. - Yixiang Fang; Reynold Cheng; Yankai Chen 001; Siqiang Luo; Jiafeng Hu (VLDB J., 2017)

Spatial Data, Indexing Techniques. - Reynold Cheng (Encyclopedia of GIS, 2017)

Maximizing Social Influence for the Awareness Threshold Model. - Haiqi Sun; Reynold Cheng; Xiaokui Xiao; Jing Yan; Yudian Zheng; Yuqiu Qian (DASFAA (1), 2018)

Scalable Evaluation of k-NN Queries on Large Uncertain Graphs. - Xiaodong Li 009; Reynold Cheng; Yixiang Fang; Jiafeng Hu; Silviu Maniu (EDBT, 2018)

On Spatial Pattern Matching. - Yixiang Fang; Reynold Cheng; Gao Cong; Nikos Mamoulis; Yun Li (ICDE, 2018)

SpaceKey: Exploring Patterns in Spatial Databases. - Yixiang Fang; Reynold Cheng; Jikun Wang; Lukito Budiman; Gao Cong; Nikos Mamoulis (ICDE, 2018)

T-Crowd: Effective Crowdsourcing for Tabular Data. - Caihua Shan; Nikos Mamoulis; Guoliang Li 001; Reynold Cheng; Zhipeng Huang 001; Yudian Zheng (ICDE, 2018)

Evaluating Top-k Meta Path Queries on Large Heterogeneous Information Networks. - Zichen Zhu; Reynold Cheng; Loc Do; Zhipeng Huang 001; Haoci Zhang (ICDM, 2018)

STEM: a suffix tree-based method for web data records extraction. - Yixiang Fang; Xiaoqin Xie; Xiaofeng Zhang 002; Reynold Cheng; Zhiqiang Zhang 010 (Knowl. Inf. Syst., 2018)

TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks. - Siqiang Luo; Ben Kao; Guoliang Li 001; Jiafeng Hu; Reynold Cheng; Yudian Zheng (Proc. VLDB Endow., 2018)

Entity-Based Query Recommendation for Long-Tail Queries. - Zhipeng Huang 001; Bogdan Cautis; Reynold Cheng; Yudian Zheng; Nikos Mamoulis; Jing Yan (ACM Trans. Knowl. Discov. Data, 2018)

Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads. - Chengcheng Dai; Sarana Nutanong; Chi-Yin Chow; Reynold Cheng (IEEE Trans. Serv. Comput., 2018)

Uncertain Spatial Data Management. - Reynold Cheng (Encyclopedia of Database Systems (2nd ed.), 2018)

Probabilistic Spatial Queries. - Reynold Cheng; Jinchuan Chen (Encyclopedia of Database Systems (2nd ed.), 2018)

Data Uncertainty Management in Sensor Networks. - Sunil Prabhakar 001; Reynold Cheng (Encyclopedia of Database Systems (2nd ed.), 2018)

Indexing Uncertain Data. - Sunil Prabhakar 001; Reynold Cheng (Encyclopedia of Database Systems (2nd ed.), 2018)

Exploring Communities in Large Profiled Graphs (Extended Abstract). - Yankai Chen 001; Yixiang Fang; Reynold Cheng; Yun Li; Xiaojun Chen 006; Jie Zhang 002 (ICDE, 2019)

Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). - Yixiang Fang; Zhongran Wang; Reynold Cheng; Hongzhi Wang 001; Jiafeng Hu (ICDE, 2019)

An Efficient Framework for Correctness-Aware kNN Queries on Road Networks. - Dan He; Sibo Wang 001; Xiaofang Zhou 001; Reynold Cheng (ICDE, 2019)

Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks. - Jiafeng Hu; Reynold Cheng; Kevin Chen-Chuan Chang; Aravind Sankar; Yixiang Fang; Brian Y. H. Lam (ICDE, 2019)

MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. - Siqiang Luo; Ben Kao; Xiaowei Wu 001; Reynold Cheng (ICDE, 2019)

Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows. - Amelie Chi Zhou; Yao Xiao; Bingsheng He; Shadi Ibrahim; Reynold Cheng (ICPP, 2019)

Detecting Data Errors with Statistical Constraints. - Jing Nathan Yan; Oliver Schulte; Jiannan Wang 001; Reynold Cheng (CoRR, 2019)

Efficient Algorithms for Densest Subgraph Discovery. - Yixiang Fang; Kaiqiang Yu; Reynold Cheng; Laks V. S. Lakshmanan; Xuemin Lin 001 (Proc. VLDB Endow., 2019)

LINC: A Motif Counting Algorithm for Uncertain Graphs. - Chenhao Ma 001; Reynold Cheng; Laks V. S. Lakshmanan; Tobias Grubenmann; Yixiang Fang; Xiaodong Li 009 (Proc. VLDB Endow., 2019)

Spatial pattern matching: a new direction for finding spatial objects. - Yun Li; Yixiang Fang; Reynold Cheng; Wenjie Zhang 001 (ACM SIGSPATIAL Special, 2019)

Exploring Communities in Large Profiled Graphs. - Yankai Chen 001; Yixiang Fang; Reynold Cheng; Yun Li; Xiaojun Chen 006; Jie Zhang 002 (IEEE Trans. Knowl. Data Eng., 2019)

On Spatial-Aware Community Search. - Yixiang Fang; Zheng Wang; Reynold Cheng; Xiaodong Li 009; Siqiang Luo; Jiafeng Hu; Xiaojun Chen 006 (IEEE Trans. Knowl. Data Eng., 2019)

Effective and Efficient Community Search Over Large Directed Graphs. - Yixiang Fang; Zhongran Wang; Reynold Cheng; Hongzhi Wang 001; Jiafeng Hu (IEEE Trans. Knowl. Data Eng., 2019)

Evaluating pattern matching queries for spatial databases. - Yixiang Fang; Yun Li; Reynold Cheng; Nikos Mamoulis; Gao Cong (VLDB J., 2019)

M-Cypher: A GQL Framework Supporting Motifs. - Xiaodong Li 009; Reynold Cheng; Matin Najafi; Kevin Chen-Chuan Chang; Xiaolin Han 002; Hongtai Cao (CIKM, 2020)

A Toolkit for Managing Multiple Crowdsourced Top-K Queries. - Caihua Shan; Leong Hou U; Nikos Mamoulis; Reynold Cheng (CIKM, 2020)

A General Early-Stopping Module for Crowdsourced Ranking. - Caihua Shan; Leong Hou U; Nikos Mamoulis; Reynold Cheng; Xiang Li 067 (DASFAA (2), 2020)

Traffic Incident Detection: A Trajectory-based Approach. - Xiaolin Han 002; Tobias Grubenmann; Reynold Cheng; Sze Chun Wong; Xiaodong Li 009; Wenya Sun (ICDE, 2020)

MC-Explorer: Analyzing and Visualizing Motif-Cliques on Large Networks. - Boxuan Li; Reynold Cheng; Jiafeng Hu; Yixiang Fang; Min Ou; Ruibang Luo; Kevin Chen-Chuan Chang; Xuemin Lin 001 (ICDE, 2020)

An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms. - Caihua Shan; Nikos Mamoulis; Reynold Cheng; Guoliang Li 001; Xiang Li 067; Yuqiu Qian (ICDE, 2020)

Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases. - Tien-Hsuan Wu; Ben Kao; Anne S. Y. Cheung; Michael M. K. Cheung; Chen Wang; Yongxi Chen; Guowen Yuan; Reynold Cheng (JURIX, 2020)

QUAD: Quadratic-Bound-based Kernel Density Visualization. - Tsz Nam Chan; Reynold Cheng; Man Lung Yiu (SIGMOD Conference, 2020)

Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs. - Chenhao Ma 001; Yixiang Fang; Reynold Cheng; Laks V. S. Lakshmanan; Wenjie Zhang 001; Xuemin Lin 001 (SIGMOD Conference, 2020)

SCODED: Statistical Constraint Oriented Data Error Detection. - Jing Nathan Yan; Oliver Schulte; Mohan Zhang; Jiannan Wang 001; Reynold Cheng (SIGMOD Conference, 2020)

TSA: A Truthful Mechanism for Social Advertising. - Tobias Grubenmann; Reynold C. K. Cheng; Laks V. S. Lakshmanan (WSDM, 2020)

Editorial of Special Issue of WISE 2019. - Reynold Cheng; Sibo Wang 001; Wen Hua; Xin Huang 001 (Data Sci. Eng., 2020)

An ML-Powered Human Behavior Management System. - Sihem Amer-Yahia; Reynold Cheng; Mohamed Bouadi; Abdelouahab Chibah; Mohammadreza Esfandiari; Jiangping Zhou; Nan Zhang; Eric Lau; Yuguo Li; Xiaolin Han 002; Shivansh Mittal (IEEE Data Eng. Bull., 2020)

Discriminative Streaming Network Embedding. - Yiyan Qi; Jiefeng Cheng; Xiaojun Chen 006; Reynold Cheng; Albert Bifet; Pinghui Wang (Knowl. Based Syst., 2020)

ROAM: A Fundamental Routing Query on Road Networks with Efficiency. - Siqiang Luo; Reynold Cheng; Ben Kao; Xiaokui Xiao; Shuigeng Zhou; Jiafeng Hu (IEEE Trans. Knowl. Data Eng., 2020)

A Crowdsourcing Framework for Collecting Tabular Data. - Caihua Shan; Nikos Mamoulis; Guoliang Li 001; Reynold Cheng; Zhipeng Huang 001; Yudian Zheng (IEEE Trans. Knowl. Data Eng., 2020)

A survey of community search over big graphs. - Yixiang Fang; Xin Huang 001; Lu Qin 001; Ying Zhang 001; Wenjie Zhang 001; Reynold Cheng; Xuemin Lin 001 (VLDB J., 2020)

Correction: A survey of community search over big graphs. - Yixiang Fang; Xin Huang 001; Lu Qin 001; Ying Zhang 001; Wenjie Zhang 001; Reynold Cheng; Xuemin Lin 001 (VLDB J., 2020)

Achieving low tail-latency and high scalability for serializable transactions in edge computing. - Xusheng Chen; Haoze Song; Jianyu Jiang; Chaoyi Ruan; Cheng Li 001; Sen Wang 004; Gong Zhang 001; Reynold Cheng; Heming Cui (EuroSys, 2021)

Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks. - Wentao Ning; Reynold Cheng; Jiajun Shen; Nur Al Hasan Haldar; Ben Kao; Nan Huo; Wai Kit Lam; Tian Li; Bo Tang 016 (CoRR, 2021)

On Analyzing Graphs with Motif-Paths. - Xiaodong Li 009; Reynold Cheng; Kevin Chen-Chuan Chang; Caihua Shan; Chenhao Ma 001; Hongtai Cao (Proc. VLDB Endow., 2021)

KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis. - Tsz Nam Chan; Pak Lon Ip; Leong Hou U; Weng Hou Tong; Shivansh Mittal; Ye Li 002; Reynold Cheng (Proc. VLDB Endow., 2021)

Fast Augmentation Algorithms for Network Kernel Density Visualization. - Tsz Nam Chan; Zhe Li 011; Leong Hou U; Jianliang Xu; Reynold Cheng (Proc. VLDB Endow., 2021)

Efficient Directed Densest Subgraph Discovery. - Chenhao Ma 001; Yixiang Fang; Reynold Cheng; Laks V. S. Lakshmanan; Wenjie Zhang 001; Xuemin Lin 001 (SIGMOD Rec., 2021)

GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries. - Dan He; Sibo Wang 001; Xiaofang Zhou 001; Reynold Cheng (IEEE Trans. Knowl. Data Eng., 2021)

On Directed Densest Subgraph Discovery. - Chenhao Ma 001; Yixiang Fang; Reynold Cheng; Laks V. S. Lakshmanan; Wenjie Zhang 001; Xuemin Lin 001 (ACM Trans. Database Syst., 2021)

Guest editorial: WWWJ special issue of the 20th international conference on Web information systems engineering (WISE 2019). - Reynold Cheng; Nikos Mamoulis; Xin Huang 001 (World Wide Web, 2021)

Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. - Wentao Ning; Reynold Cheng; Jiajun Shen; Nur Al Hasan Haldar; Ben Kao; Xiao Yan 002; Nan Huo; Wai Kit Lam; Tian Li; Bo Tang 016 (CIKM, 2022)

Modeling Long-Range Travelling Times with Big Railway Data. - Wenya Sun; Tobias Grubenmann; Reynold Cheng; Ben Kao; Wai-Ki Ching (DASFAA (3), 2022)

Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks. - Xiaolin Han 002; Reynold Cheng; Tobias Grubenmann; Silviu Maniu; Chenhao Ma 001; Xiaodong Li 009 (SDM, 2022)

A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery. - Chenhao Ma 001; Yixiang Fang; Reynold Cheng; Laks V. S. Lakshmanan; Xiaolin Han 002 (SIGMOD Conference, 2022)

Mobility Data Science (Dagstuhl Seminar 22021). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (Dagstuhl Reports, 2022)

DeepTEA: Effective and Efficient Online Time-dependent Trajectory Outlier Detection. - Xiaolin Han 002; Reynold Cheng; Chenhao Ma 001; Tobias Grubenmann (Proc. VLDB Endow., 2022)

Finding Locally Densest Subgraphs: A Convex Programming Approach. - Chenhao Ma 001; Reynold Cheng; Laks V. S. Lakshmanan; Xiaolin Han 002 (Proc. VLDB Endow., 2022)

The Social Technology and Research (STAR) Lab in the University of Hong Kong. - Reynold Cheng; Chenhao Ma 001; Xiaodong Li 009; Yixiang Fang; Ye Liu 014; Victor Y. L. Wong; Esther Lee; Tai Hing Lam; Sai Yin Ho; Man Ping Wang; Weijie Gong; Wentao Ning; et al. (SIGMOD Rec., 2022)

Efficient Algorithms for Kernel Aggregation Queries. - Tsz Nam Chan; Leong Hou U; Reynold Cheng; Man Lung Yiu; Shivansh Mittal (IEEE Trans. Knowl. Data Eng., 2022)

Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks. - Zichen Zhu; Tsz Nam Chan; Reynold Cheng; Loc Do; Zhipeng Huang 001; Haoci Zhang (IEEE Trans. Knowl. Data Eng., 2022)

Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach. - Amelie Chi Zhou; Weilin Xue; Yao Xiao; Bingsheng He; Shadi Ibrahim; Reynold Cheng (IEEE Trans. Parallel Distributed Syst., 2022)

A framework for differentially-private knowledge graph embeddings. - Xiaolin Han 002; Daniele Dell'Aglio; Tobias Grubenmann; Reynold Cheng; Abraham Bernstein (J. Web Semant., 2022)

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. - Jinyang Li 003; Binyuan Hui; Reynold Cheng; Bowen Qin; Chenhao Ma 001; Nan Huo; Fei Huang 002; Wenyu Du; Luo Si; Yongbin Li (AAAI, 2023)

Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. - Wentao Ning; Xiao Yan 002; Weiwen Liu; Reynold Cheng; Rui Zhang 003; Bo Tang 016 (CIKM, 2023)

Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications. - Tsz Nam Chan; Leong Hou U; Byron Choi; Jianliang Xu; Reynold Cheng (MDM, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Jiaxi Yang; Binhua Li; Bowen Li 002; Bailin Wang; Bowen Qin; Ruiying Geng; Nan Huo; Xuanhe Zhou; Chenhao Ma 001; et al. (NeurIPS, 2023)

Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities. - Tsz Nam Chan; Leong Hou U; Byron Choi; Jianliang Xu; Reynold Cheng (SIGMOD Conference Companion, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Binhua Li; Jiaxi Yang; Bowen Li 002; Bailin Wang; Bowen Qin; Rongyu Cao; Ruiying Geng; Nan Huo; Xuanhe Zhou; et al. (CoRR, 2023)

Towards Mobility Data Science (Vision Paper). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (CoRR, 2023)

Spatio-temporal flow patterns. - Chrysanthi Kosyfaki; Nikos Mamoulis; Reynold Cheng; Ben Kao (CoRR, 2023)

A Summary of ICDE 2022 Research Session Panels. - Zhifeng Bao; Panagiotis Bouros; Reynold Cheng; Byron Choi; Anton Dignös; Wei Ding 003; Yixiang Fang; Boyang Han; Jilin Hu; Arijit Khan 001; Wenqing Lin; Xuemin Lin 001; et al. (IEEE Data Eng. Bull., 2023)

Machine Learning for Subgraph Extraction: Methods, Applications and Challenges. - Kai Siong Yow; Ningyi Liao; Siqiang Luo; Reynold Cheng (Proc. VLDB Endow., 2023)

PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM. - Tsz Nam Chan; Zhe Li 011; Leong Hou U; Reynold Cheng (IEEE Trans. Knowl. Data Eng., 2023)

MOSER: Scalable Network Motif Discovery using Serial Test. - Mohammad Matin Najafi; Chenhao Ma 001; Xiaodong Li 009; Reynold Cheng; Laks V. S. Lakshmanan (Proc. VLDB Endow., 2023)

Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation. - Ge Qu; Jinyang Li 003; Bowen Li 002; Bowen Qin; Nan Huo; Chenhao Ma 001; Reynold Cheng (ACL (Findings), 2024)

Unlocking Continual Learning Abilities in Language Models. - Wenyu Du; Shuang Cheng; Tongxu Luo; Zihan Qiu; Zeyu Huang; Ka Chun Cheung; Reynold Cheng; Jie Fu 001 (EMNLP (Findings), 2024)

Large Subgraph Matching: A Comprehensive and Efficient Approach for Heterogeneous Graphs. - Hongtai Cao; Qihao Wang; Xiaodong Li 009; Matin Najafi; Kevin Chen-Chuan Chang; Reynold Cheng (ICDE, 2024)

PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract). - Tsz Nam Chan; Zhe Li 011; Leong Hou U; Reynold Cheng (ICDE, 2024)

From Motif to Path: Connectivity and Homophily. - Qihao Wang; Hongtai Cao; Xiaodong Li 009; Kevin Chen-Chuan Chang; Reynold Cheng (ICDE, 2024)

Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training. - Wenyu Du; Tongxu Luo; Zihan Qiu; Zeyu Huang; Yikang Shen; Reynold Cheng; Yike Guo; Jie Fu 001 (NeurIPS, 2024)

Debiasing Recommendation with Personal Popularity. - Wentao Ning; Reynold Cheng; Xiao Yan 002; Ben Kao; Nan Huo; Nur Al Hasan Haldar; Bo Tang 016 (WWW, 2024)

HINCare: An Intelligent Helper Recommender System for Elderly Care. - Carrie Wang; Wentao Ning; Xiaoman Wu; Reynold Cheng (WWW (Companion Volume), 2024)

A Survey on Knowledge Distillation of Large Language Models. - Xiaohan Xu; Ming Li; Chongyang Tao; Tao Shen 001; Reynold Cheng; Jinyang Li 003; Can Xu; Dacheng Tao; Tianyi Zhou 001 (CoRR, 2024)

Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. - Jinyang Li 003; Nan Huo; Yan Gao; Jiayi Shi; Yingxiu Zhao; Ge Qu; Yurong Wu; Chenhao Ma 001; Jian-Guang Lou; Reynold Cheng (CoRR, 2024)

FDM: Effective and efficient incident detection on sparse trajectory data. - Xiaolin Han 002; Tobias Grubenmann; Chenhao Ma 001; Xiaodong Li 009; Wenya Sun; Sze Chun Wong; Xuequn Shang 001; Reynold Cheng (Inf. Syst., 2024)

Multi-order graph clustering with adaptive node-level weight learning. - Ye Liu 014; Xuelei Lin; Yejia Chen; Reynold Cheng (Pattern Recognit., 2024)

Accelerating directed densest subgraph queries with software and hardware approaches. - Chenhao Ma 001; Yixiang Fang; Reynold Cheng; Laks V. S. Lakshmanan; Xiaolin Han 002; Xiaodong Li 009 (VLDB J., 2024)

ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model. - Nan Huo; Reynold Cheng; Ben Kao; Wentao Ning; Nur Al Hasan Haldar; Xiaodong Li 009; Jinyang Li 003; Mohammad Matin Najafi; Tian Li; Ge Qu (Proc. VLDB Endow., 2024)

Mobility Data Science: Perspectives and Challenges. - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (ACM Trans. Spatial Algorithms Syst., 2024)

A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs. - Yun Wang; Chrysanthi Kosyfaki; Sihem Amer-Yahia; Reynold Cheng (Proc. VLDB Endow., 2024)

Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning. - Nan Huo; Jinyang Li 003; Bowen Qin; Ge Qu; Xiaolong Li; Xiaodong Li 009; Chenhao Ma 001; Reynold Cheng (ACL (1), 2025)

SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL. - Ge Qu; Jinyang Li 003; Bowen Qin; Xiaolong Li; Nan Huo; Chenhao Ma 001; Reynold Cheng (ACL (1), 2025)

MuSha: Subgraph Matching by Multilevel Sharing. - Hongtai Cao; Qihao Wang; Xiaodong Li 009; Mohammad Matin Najafi; Kevin Chen-Chuan Chang; Reynold Cheng (ICDE, 2025)

Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management. - Ningyi Liao; Siqiang Luo; Xiaokui Xiao; Reynold Cheng (SIGMOD Conference Companion, 2025)

Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis. - Xu Wang 033; Yan Hu; Wenyu Du; Reynold Cheng; Benyou Wang; Difan Zou (CoRR, 2025)

On Aggregation Queries over Predicted Nearest Neighbors. - Carrie Wang; Sihem Amer-Yahia; Laks V. S. Lakshmanan; Reynold Cheng (CoRR, 2025)

Finding Locally Densest Subgraphs: Convex Programming with Edge and Triangle Density. - Yi Yang; Chenhao Ma 001; Reynold Cheng; Laks V. S. Lakshmanan; Xiaolin Han 002 (CoRR, 2025)

BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs. - Mohammad Matin Najafi; Xianju Zhu; Chrysanthi Kosyfaki; Laks V. S. Lakshmanan; Reynold Cheng (CoRR, 2025)

Hypergraph-Enhanced Multi-Granularity Stochastic Weight Completion in Sparse Road Networks. - Xiaolin Han 002; Yikun Zhang; Chenhao Ma 001; Xuequn Shang 001; Reynold Cheng; Tobias Grubenmann; Xiaodong Li 009 (ACM Trans. Knowl. Discov. Data, 2025)

SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications. - Jinyang Li 003; Xiaolong Li; Ge Qu; Per Jacobsson; Bowen Qin; Binyuan Hui; Shuzheng Si; Nan Huo; Xiaohan Xu; Yue Zhang; Ziwei Tang; Yuanshuai Li; et al. (CoRR, 2025)

Fast Maximum Common Subgraph Search: A Redundancy-Reduced Backtracking Approach. - Kaiqiang Yu; Kaixin Wang; Cheng Long 001; Laks V. S. Lakshmanan; Reynold Cheng (Proc. ACM Manag. Data, 2025)

Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents. - Haorui He; Yupeng Li 001; Dacheng Wen; Reynold Cheng; Francis C. M. Lau 001 (CoRR, 2025)

Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System. - Haorui He; Yupeng Li 001; Bin Benjamin Zhu; Dacheng Wen; Reynold Cheng; Francis C. M. Lau 001 (CoRR, 2025)