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Reynold Cheng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

113

Venues

27

Active years

1999–2026

Best venue rank

A*

Where they publish

Papers

113 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIFact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System.Haorui He, Yupeng Li, Bin Benjamin Zhu, Dacheng Wen, Reynold Cheng, Francis C. M. Lau
2026DASFAAEfficient Moving-Together-Patterns Discovery from Large-Scale Travel Data.Xiaolin Han, Tianwen Zhang, Niehao Chen, Reynold Cheng
2026ICDEOn Graph Rewiring with Motifs: A Find-and-Replace Approach.Qihao Wang, Hongtai Cao, Xiaodong Li, Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng
2026ICDE[Experiment, Analysis, and Benchmark] BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs.Xiangju Zhu, Mohammad Matin Najafi, Chrysanthi Kosyfaki, Xiaodong Li, Reynold Cheng, Laks V. S. Lakshmanan
2026MDMDiffusion-Based Discovery of Spatio-Temporal Flow Patterns.Niehao Chen, Reynold Cheng, Songyi Cui, Yong-Hong Kuo
2026WWWDebating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents.Haorui He, Yupeng Li, Dacheng Wen, Yang Chen, Reynold Cheng, Donglong Chen, Francis C. M. Lau
2025ACLMicro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning.Nan Huo, Jinyang Li, Bowen Qin, Ge Qu, Xiaolong Li, Xiaodong Li, Chenhao Ma, Reynold Cheng
2025ACLSHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL.Ge Qu, Jinyang Li, Bowen Qin, Xiaolong Li, Nan Huo, Chenhao Ma, Reynold Cheng
2025ICDEMuSha: Subgraph Matching by Multilevel Sharing.Hongtai Cao, Qihao Wang, Xiaodong Li, Mohammad Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng
2025ICMLAre Large Language Models Ready for Multi-Turn Tabular Data Analysis?Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2025ICMLTowards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis.Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2025KDDTempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks.Xiaolin Han, Yikun Zhang, Chenhao Ma, Lingyun Song, Reynold Cheng, Xuequn Shang
2025SIGMODAdvances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management.Ningyi Liao, Siqiang Luo, Xiaokui Xiao, Reynold Cheng
2025VLDBLightUL: An Efficient Recommendation Unlearning Framework.Wentao Ning, Haorui He, Reynold Cheng, Nur Al Hasan Haldar, Ben Kao, Nan Huo, Bo Tang, Yupeng Li
2024ACLBefore Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
2024EMNLPUnlocking Continual Learning Abilities in Language Models.Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu
2024ICDELarge Subgraph Matching: A Comprehensive and Efficient Approach for Heterogeneous Graphs.Hongtai Cao, Qihao Wang, Xiaodong Li, Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng
2024ICDEPLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract).Tsz Nam Chan, Zhe Li, Leong Hou U, Reynold Cheng
2024ICDEFrom Motif to Path: Connectivity and Homophily.Qihao Wang, Hongtai Cao, Xiaodong Li, Kevin Chen-Chuan Chang, Reynold Cheng
2024WWWDebiasing Recommendation with Personal Popularity.Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
2024WWWHINCare: An Intelligent Helper Recommender System for Elderly Care.Carrie Wang, Wentao Ning, Xiaoman Wu, Reynold Cheng
2023AAAIGraphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023CIKMMulti-domain Recommendation with Embedding Disentangling and Domain Alignment.Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
2023MDMKernel Density Visualization for Big Geospatial Data: Algorithms and Applications.Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
2023SIGMODLarge-scale Geospatial Analytics: Problems, Challenges, and Opportunities.Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
2022CIKMAutomatic Meta-Path Discovery for Effective Graph-Based Recommendation.Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2022DASFAAModeling Long-Range Travelling Times with Big Railway Data.Wenya Sun, Tobias Grubenmann, Reynold Cheng, Ben Kao, Wai-Ki Ching
2022SIGMODA Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery.Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han
2022SDMLeveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks.Xiaolin Han, Reynold Cheng, Tobias Grubenmann, Silviu Maniu, Chenhao Ma, Xiaodong Li
2021EuroSysAchieving low tail-latency and high scalability for serializable transactions in edge computing.Xusheng Chen, Haoze Song, Jianyu Jiang, Chaoyi Ruan, Cheng Li, Sen Wang, Gong Zhang, Reynold Cheng, Heming Cui
2020CIKMM-Cypher: A GQL Framework Supporting Motifs.Xiaodong Li, Reynold Cheng, Matin Najafi, Kevin Chen-Chuan Chang, Xiaolin Han, Hongtai Cao
2020CIKMA Toolkit for Managing Multiple Crowdsourced Top-K Queries.Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng
2020DASFAAA General Early-Stopping Module for Crowdsourced Ranking.Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li
2020ICDETraffic Incident Detection: A Trajectory-based Approach.Xiaolin Han, Tobias Grubenmann, Reynold Cheng, Sze Chun Wong, Xiaodong Li, Wenya Sun
2020ICDEMC-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
2020ICDEAn End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian
2020JURIXIntegrating 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
2020SIGMODQUAD: Quadratic-Bound-based Kernel Density Visualization.Tsz Nam Chan, Reynold Cheng, Man Lung Yiu
2020SIGMODEfficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs.Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Wenjie Zhang, Xuemin Lin
2020SIGMODSCODED: Statistical Constraint Oriented Data Error Detection.Jing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng
2019ICDEExploring Communities in Large Profiled Graphs (Extended Abstract).Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang
2019ICDEEffective and Efficient Community Search Over Large Directed Graphs (Extended Abstract).Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu
2019ICDEAn Efficient Framework for Correctness-Aware kNN Queries on Road Networks.Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng
2019ICDEDiscovering Maximal Motif Cliques in Large Heterogeneous Information Networks.Jiafeng Hu, Reynold Cheng, Kevin Chen-Chuan Chang, Aravind Sankar, Yixiang Fang, Brian Y. H. Lam
2019ICDEMPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks.Siqiang Luo, Ben Kao, Xiaowei Wu, Reynold Cheng
2019ICPPIncorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows.Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2018DASFAAMaximizing Social Influence for the Awareness Threshold Model.Haiqi Sun, Reynold Cheng, Xiaokui Xiao, Jing Yan, Yudian Zheng, Yuqiu Qian
2018EDBTScalable Evaluation of k-NN Queries on Large Uncertain Graphs.Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu
2018ICDEOn Spatial Pattern Matching.Yixiang Fang, Reynold Cheng, Gao Cong, Nikos Mamoulis, Yun Li
2018ICDESpaceKey: Exploring Patterns in Spatial Databases.Yixiang Fang, Reynold Cheng, Jikun Wang, Lukito Budiman, Gao Cong, Nikos Mamoulis
2018ICDET-Crowd: Effective Crowdsourcing for Tabular Data.Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2018ICDMEvaluating Top-k Meta Path Queries on Large Heterogeneous Information Networks.Zichen Zhu, Reynold Cheng, Loc Do, Zhipeng Huang, Haoci Zhang
2017APWEBMeta Paths and Meta Structures: Analysing Large Heterogeneous Information Networks.Reynold Cheng, Zhipeng Huang, Yudian Zheng, Jing Yan, Ka Yu Wong, Eddie Ng
2017CIKMOn Embedding Uncertain Graphs.Jiafeng Hu, Reynold Cheng, Zhipeng Huang, Yixiang Fang, Siqiang Luo
2017CIKMSEQ: Example-based Query for Spatial Objects.Siqiang Luo, Jiafeng Hu, Reynold Cheng, Jing Yan, Ben Kao
2017SIGMODCrowdsourced Data Management: Overview and Challenges.Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
2017VLDBOn Attributed Community Search.Yixiang Fang, Reynold Cheng
2017WISEReliable Retrieval of Top-k Tags.Yong Xu, Reynold Cheng, Yudian Zheng
2016CIKMKB-Enabled Query Recommendation for Long-Tail Queries.Zhipeng Huang, Bogdan Cautis, Reynold Cheng, Yudian Zheng
2016CIKMQuerying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs.Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang
2016ICDEScalable algorithms for nearest-neighbor joins on big trajectory data.Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan S. Yang
2016ICDECrowdsourced POI labelling: Location-aware result inference and Task Assignment.Huiqi Hu, Yudian Zheng, Zhifeng Bao, Guoliang Li, Jianhua Feng, Reynold Cheng
2016KDDMeta Structure: Computing Relevance in Large Heterogeneous Information Networks.Zhipeng Huang, Yudian Zheng, Reynold Cheng, Yizhou Sun, Nikos Mamoulis, Xiang Li
2016PAKDDFast and Semantic Measurements on Collaborative Tagging Quality.Yuqing Sun, Haiqi Sun, Reynold Cheng
2015EDBTOn Optimality of Jury Selection in Crowdsourcing.Yudian Zheng, Reynold Cheng, Silviu Maniu, Luyi Mo
2015KDDOnline Influence Maximization.Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart
2015WWWDiscovering Meta-Paths in Large Heterogeneous Information Networks.Changping Meng, Reynold Cheng, Silviu Maniu, Pierre Senellart, Wangda Zhang
2015SIGMODQASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications.Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng
2014EDBTCLUDE: An Efficient Algorithm for LU Decomposition Over a Sequence of Evolving Graphs.Chenghui Ren, Luyi Mo, Ben Kao, Reynold Cheng, David W. Cheung
2014ICDEManaging uncertainty in spatial and spatio-temporal data.Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Zfle
2014ICDEiTag: Incentive-based tagging.Siyu Lei, Xuan S. Yang, Luyi Mo, Silviu Maniu, Reynold Cheng
2014ICDEEvaluating multi-way joins over discounted hitting time.Wangda Zhang, Reynold Cheng, Ben Kao
2013CIKMFast evaluation of iceberg pattern-based aggregate queries.Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng
2013CIKMOptimizing plurality for human intelligence tasks.Luyi Mo, Reynold Cheng, Ben Kao, Xuan S. Yang, Chenghui Ren, Siyu Lei, David W. Cheung, Eric Lo
2013ICDECleaning uncertain data for top-k queries.Luyi Mo, Reynold Cheng, Xiang Li, David W. Cheung, Xuan S. Yang
2013ICDEOn incentive-based tagging.Xuan S. Yang, Reynold Cheng, Luyi Mo, Ben Kao, David W. Cheung
2013ICDEVoronoi-based nearest neighbor search for multi-dimensional uncertain databases.Peiwu Zhang, Reynold Cheng, Nikos Mamoulis, Matthias Renz, Andreas Zfle, Yu Tang, Tobias Emrich
2013UICPrivacy Preserving Path Recommendation for Moving User on Location Based Service.Yuqing Sun, Haoran Xu, Reynold Cheng
2012CIKMA filter-based protocol for continuous queries over imprecise location data.Yifan Jin, Reynold Cheng, Ben Kao, Kam-yiu Lam, Yinuo Zhang
2012CIKMDQR: a probabilistic approach to diversified query recommendation.Ruirui Li, Ben Kao, Bin Bi, Reynold Cheng, Eric Lo
2012DEXAA Framework for Conditioning Uncertain Relational Data.Ruiming Tang, Reynold Cheng, Huayu Wu, Stphane Bressan
2012ICDEEvaluating Probabilistic Queries over Uncertain Matching.Reynold Cheng, Jian Gong, David W. Cheung, Jiefeng Cheng
2012SSDBMEvaluating Trajectory Queries over Imprecise Location Data.Xike Xie, Reynold Cheng, Man Lung Yiu
2011CIKMI/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system.Chun Kit Chui, Ben Kao, Eric Lo, Reynold Cheng
2011ICDECubeLSI: An effective and efficient method for searching resources in social tagging systems.Bin Bi, Sau Dan Lee, Ben Kao, Reynold Cheng
2010CIKMAccelerating probabilistic frequent itemset mining: a model-based approach.Liang Wang, Reynold Cheng, Sau Dan Lee, David Wai-Lok Cheung
2010DASFAAOn-Line Preferential Nearest Neighbor Browsing in Large Attributed Graphs.Jiefeng Cheng, Jeffrey Xu Yu, Reynold Cheng
2010DASFAAEvaluating Continuous Probabilistic Queries Over Imprecise Sensor Data.Yinuo Zhang, Reynold Cheng, Jinchuan Chen
2010ICDEManaging uncertainty of XML schema matching.Reynold Cheng, Jian Gong, David W. Cheung
2010ICDEUV-diagram: A Voronoi diagram for uncertain data.Reynold Cheng, Xike Xie, Man Lung Yiu, Jinchuan Chen, Liwen Sun
2010KDDMining uncertain data with probabilistic guarantees.Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng
2009EDBTEvaluating probability threshold k-nearest-neighbor queries over uncertain data.Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie
2009ICDMNaive Bayes Classification of Uncertain Data.Jiangtao Ren, Sau Dan Lee, Xianlu Chen, Ben Kao, Reynold Cheng, David Wai-Lok Cheung
2009SIGMODMinimizing the communication cost for continuous skyline maintenance.Zhenjie Zhang, Reynold Cheng, Dimitris Papadias, Anthony K. H. Tung
2008ICDEProbabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data.Reynold Cheng, Jinchuan Chen, Mohamed F. Mokbel, Chi-Yin Chow
2008ICDEDatabase Support for Probabilistic Attributes and Tuples.Sarvjeet Singh, Chris Mayfield, Rahul Shah, Sunil Prabhakar, Susanne E. Hambrusch, Jennifer Neville, Reynold Cheng
2008SSDBMQuality-Aware Probing of Uncertain Data with Resource Constraints.Jinchuan Chen, Reynold Cheng
2007ICDEEfficient Evaluation of Imprecise Location-Dependent Queries.Jinchuan Chen, Reynold Cheng
2007ICDMReducing UK-Means to K-Means.Sau Dan Lee, Ben Kao, Reynold Cheng
2007IDEASEnergy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances.Tobias Farrell, Reynold Cheng, Kurt Rothermel
2006CIKMEfficient join processing over uncertain data.Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter, Yuni Xia
2006ICDMEfficient Clustering of Uncertain Data.Wang Kay Ngai, Ben Kao, Chun Kit Chui, Reynold Cheng, Michael Chau, Kevin Y. Yip
2006PAKDDUncertain Data Mining: An Example in Clustering Location Data.Michael Chau, Reynold Cheng, Ben Kao, Jackey Ng
2005ICDEChange Tolerant Indexing for Constantly Evolving Data.Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah
2005SACIndexing continuously changing data with mean-variance tree.Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng, Rahul Shah
2005VLDBAdaptive Stream Filters for Entity-based Queries with Non-Value Tolerance.Reynold Cheng, Ben Kao, Sunil Prabhakar, Alan Kwan, Yi-Cheng Tu
2005VLDBU-DBMS: A Database System for Managing Constantly-Evolving Data.Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar
2005VLDBIndexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions.Yufei Tao, Reynold Cheng, Xiaokui Xiao, Wang Kay Ngai, Ben Kao, Sunil Prabhakar
2005RTCSAA Statistics-Based Sensor Selection Scheme for Continuous Probabilistic Queries in Sensor Networks.Song Han, Edward Chan, Reynold Cheng, Kam-yiu Lam
2004VLDBEfficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data.Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter
2003ICDEQuerying Imprecise Data in Moving Object Environments.Reynold Cheng, Sunil Prabhakar, Dmitri V. Kalashnikov
2003SIGMODEvaluating Probabilistic Queries over Imprecise Data.Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
1999CIKMUpdates and View Maintenance in Soft Real-Time Database Systems.Ben Kao, Kam-yiu Lam, Brad Adelberg, Reynold Cheng, Tony S. H. Lee