Reynold Cheng

260 papers A* 51A 19B 15C 3Misc 1Journal 126Unranked 33
YearRankTypeTitle / Venue / Authors
2026 A* conf
Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents.
WWW
Haorui He, Yupeng Li, Dacheng Wen, Yang Chen, Reynold Cheng, Donglong Chen, Francis C. M. Lau
2026 J jnl
Efficient and Effective Table-Centric Table Union Search in Data Lakes.
CoRR
Yongkang Sun, Zhihao Ding, Huiqiang Wang, Reynold Cheng, Jieming Shi
2026 A* conf
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System.
AAAI
Haorui He, Yupeng Li, Bin Benjamin Zhu, Dacheng Wen, Reynold Cheng, Francis C. M. Lau
2026 J jnl
Finding Locally Densest Subgraphs: Convex Programming with Edge and Triangle Density.
VLDB J.
Yi Yang, Chenhao Ma, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han
2025 — conf
Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management.
SIGMOD Conference Companion
Ningyi Liao, Siqiang Luo, Xiaokui Xiao, Reynold Cheng
2025 A* conf
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
ICML
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
2025 J jnl
BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs.
CoRR
Mohammad Matin Najafi, Xianju Zhu, Chrysanthi Kosyfaki, Laks V. S. Lakshmanan, Reynold Cheng
2025 J jnl
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions.
CoRR
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu, Chenhao Ma, Fatma Özcan, Yannis Papakonstantinou, Reynold Cheng
2025 J jnl
Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents.
CoRR
Haorui He, Yupeng Li, Dacheng Wen, Reynold Cheng, Francis C. M. Lau
2025 J jnl
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System.
CoRR
Haorui He, Yupeng Li, Bin Benjamin Zhu, Dacheng Wen, Reynold Cheng, Francis C. M. Lau
2025 J jnl
Fast Maximum Common Subgraph Search: A Redundancy-Reduced Backtracking Approach.
CoRR
Kaiqiang Yu, Kaixin Wang, Cheng Long, Laks V. S. Lakshmanan, Reynold Cheng
2025 J jnl
Fast Maximum Common Subgraph Search: A Redundancy-Reduced Backtracking Approach.
Proc. ACM Manag. Data
Kaiqiang Yu, Kaixin Wang, Cheng Long, Laks V. S. Lakshmanan, Reynold Cheng
2025 J jnl
Finding Locally Densest Subgraphs: Convex Programming with Edge and Triangle Density.
CoRR
Yi Yang, Chenhao Ma, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Matthias Boehm, Reynold Cheng, Xin Luna Dong, Themis Palpanas, Nesime Tatbul
2025 B conf
Generalized Origin-Destination-Time Flow Patterns.
SSTD
Chrysanthi Kosyfaki, Nikos Mamoulis, Reynold Cheng, Ben Kao
2025 J jnl
Hypergraph-Enhanced Multi-Granularity Stochastic Weight Completion in Sparse Road Networks.
ACM Trans. Knowl. Discov. Data
Xiaolin Han, Yikun Zhang, Chenhao Ma, Xuequn Shang, Reynold Cheng, Tobias Grubenmann, Xiaodong Li
2025 — conf
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning.
ACL (1)
Nan Huo, Jinyang Li, Bowen Qin, Ge Qu, Xiaolong Li, Xiaodong Li, Chenhao Ma, Reynold Cheng
2025 J jnl
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning.
CoRR
Nan Huo, Jinyang Li, Bowen Qin, Ge Qu, Xiaolong Li, Xiaodong Li, Chenhao Ma, Reynold Cheng
2025 A* conf
MuSha: Subgraph Matching by Multilevel Sharing.
ICDE
Hongtai Cao, Qihao Wang, Xiaodong Li, Mohammad Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng
2025 J jnl
Multi-granularity Spatiotemporal Flow Patterns.
CoRR
Chrysanthi Kosyfaki, Nikos Mamoulis, Reynold Cheng, Ben Kao
2025 J jnl
On Aggregation Queries over Predicted Nearest Neighbors.
CoRR
Carrie Wang, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Reynold Cheng
2025 — conf
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL.
ACL (1)
Ge Qu, Jinyang Li, Bowen Qin, Xiaolong Li, Nan Huo, Chenhao Ma, Reynold Cheng
2025 J jnl
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL.
CoRR
Ge Qu, Jinyang Li, Bowen Qin, Xiaolong Li, Nan Huo, Chenhao Ma, Reynold Cheng
2025 J jnl
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications.
CoRR
Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng
2025 — conf
TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks.
KDD (2)
Xiaolin Han, Yikun Zhang, Chenhao Ma, Lingyun Song, Reynold Cheng, Xuequn Shang
2025 A* conf
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis.
ICML
Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2025 J jnl
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis.
CoRR
Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou
2024 J jnl
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs.
CoRR
Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng
2024 J jnl
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs.
Proc. VLDB Endow.
Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng
2024 J jnl
A Survey on Knowledge Distillation of Large Language Models.
CoRR
Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou
2024 J jnl
Accelerating directed densest subgraph queries with software and hardware approaches.
VLDB J.
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han, Xiaodong Li
2024 — conf
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.
ACL (Findings)
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
2024 J jnl
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.
CoRR
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
2024 A* conf
Debiasing Recommendation with Personal Popularity.
WWW
Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
2024 J jnl
Debiasing Recommendation with Personal Popularity.
CoRR
Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
2024 J jnl
FDM: Effective and efficient incident detection on sparse trajectory data.
Inf. Syst.
Xiaolin Han, Tobias Grubenmann, Chenhao Ma, Xiaodong Li, Wenya Sun, Sze Chun Wong, Xuequn Shang, Reynold Cheng
2024 A* conf
From Motif to Path: Connectivity and Homophily.
ICDE
Qihao Wang, Hongtai Cao, Xiaodong Li, Kevin Chen-Chuan Chang, Reynold Cheng
2024 — conf
HINCare: An Intelligent Helper Recommender System for Elderly Care.
WWW (Companion Volume)
Carrie Wang, Wentao Ning, Xiaoman Wu, Reynold Cheng
2024 A* conf
Large Subgraph Matching: A Comprehensive and Efficient Approach for Heterogeneous Graphs.
ICDE
Hongtai Cao, Qihao Wang, Xiaodong Li, Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng
2024 J jnl
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst.
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2024 J jnl
Multi-order Graph Clustering with Adaptive Node-level Weight Learning.
CoRR
Ye Liu, Xuelei Lin, Yejia Chen, Reynold Cheng
2024 J jnl
Multi-order graph clustering with adaptive node-level weight learning.
Pattern Recognit.
Ye Liu, Xuelei Lin, Yejia Chen, Reynold Cheng
2024 A* conf
PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract).
ICDE
Tsz Nam Chan, Zhe Li, Leong Hou U, Reynold Cheng
2024 A* conf
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training.
NeurIPS
Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu
2024 J jnl
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training.
CoRR
Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu
2024 J jnl
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents.
CoRR
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2024 — conf
Unlocking Continual Learning Abilities in Language Models.
EMNLP (Findings)
Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu
2024 J jnl
Unlocking Continual Learning Abilities in Language Models.
CoRR
Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu
2024 J jnl
ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model.
Proc. VLDB Endow.
Nan Huo, Reynold Cheng, Ben Kao, Wentao Ning, Nur Al Hasan Haldar, Xiaodong Li, Jinyang Li, Mohammad Matin Najafi, Tian Li, Ge Qu
2023 J jnl
A Summary of ICDE 2022 Research Session Panels.
IEEE Data Eng. Bull.
Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
2023 A* conf
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
NeurIPS
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
CoRR
Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.
CoRR
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023 A* conf
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.
AAAI
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023 B conf
Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications.
MDM
Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
2023 — conf
Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities.
SIGMOD Conference Companion
Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
2023 J jnl
MOSER: Scalable Network Motif Discovery using Serial Test.
Proc. VLDB Endow.
Mohammad Matin Najafi, Chenhao Ma, Xiaodong Li, Reynold Cheng, Laks V. S. Lakshmanan
2023 J jnl
Machine Learning for Subgraph Extraction: Methods, Applications and Challenges.
Proc. VLDB Endow.
Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng
2023 A conf
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment.
CIKM
Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
2023 J jnl
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment.
CoRR
Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
2023 J jnl
PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM.
IEEE Trans. Knowl. Data Eng.
Tsz Nam Chan, Zhe Li, Leong Hou U, Reynold Cheng
2023 J jnl
Spatio-temporal flow patterns.
CoRR
Chrysanthi Kosyfaki, Nikos Mamoulis, Reynold Cheng, Ben Kao
2023 J jnl
Towards Mobility Data Science (Vision Paper).
CoRR
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2022 — conf
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery.
SIGMOD Conference
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han
2022 J jnl
A framework for differentially-private knowledge graph embeddings.
J. Web Semant.
Xiaolin Han, Daniele Dell'Aglio, Tobias Grubenmann, Reynold Cheng, Abraham Bernstein
2022 A conf
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation.
CIKM
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2022 J jnl
DeepTEA: Effective and Efficient Online Time-dependent Trajectory Outlier Detection.
Proc. VLDB Endow.
Xiaolin Han, Reynold Cheng, Chenhao Ma, Tobias Grubenmann
2022 J jnl
Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Zichen Zhu, Tsz Nam Chan, Reynold Cheng, Loc Do, Zhipeng Huang, Haoci Zhang
2022 J jnl
Efficient Algorithms for Kernel Aggregation Queries.
IEEE Trans. Knowl. Data Eng.
Tsz Nam Chan, Leong Hou U, Reynold Cheng, Man Lung Yiu, Shivansh Mittal
2022 J jnl
Finding Locally Densest Subgraphs: A Convex Programming Approach.
Proc. VLDB Endow.
Chenhao Ma, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han
2022 A conf
Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks.
SDM
Xiaolin Han, Reynold Cheng, Tobias Grubenmann, Silviu Maniu, Chenhao Ma, Xiaodong Li
2022 J jnl
Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2022 — conf
Modeling Long-Range Travelling Times with Big Railway Data.
DASFAA (3)
Wenya Sun, Tobias Grubenmann, Reynold Cheng, Ben Kao, Wai-Ki Ching
2022 J jnl
Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Weilin Xue, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2022 J jnl
The Social Technology and Research (STAR) Lab in the University of Hong Kong.
SIGMOD Rec.
Reynold Cheng, Chenhao Ma, Xiaodong Li, Yixiang Fang, Ye Liu, Victor Y. L. Wong, Esther Lee, Tai Hing Lam, Sai Yin Ho, Man Ping Wang, Weijie Gong, Wentao Ning, Ben Kao
2021 A conf
Achieving low tail-latency and high scalability for serializable transactions in edge computing.
EuroSys
Xusheng Chen, Haoze Song, Jianyu Jiang, Chaoyi Ruan, Cheng Li, Sen Wang, Gong Zhang, Reynold Cheng, Heming Cui
2021 J jnl
Efficient Directed Densest Subgraph Discovery.
SIGMOD Rec.
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Wenjie Zhang, Xuemin Lin
2021 J jnl
Fast Augmentation Algorithms for Network Kernel Density Visualization.
Proc. VLDB Endow.
Tsz Nam Chan, Zhe Li, Leong Hou U, Jianliang Xu, Reynold Cheng
2021 J jnl
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries.
IEEE Trans. Knowl. Data Eng.
Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng
2021 J jnl
Guest editorial: WWWJ special issue of the 20th international conference on Web information systems engineering (WISE 2019).
World Wide Web
Reynold Cheng, Nikos Mamoulis, Xin Huang
2021 J jnl
KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis.
Proc. VLDB Endow.
Tsz Nam Chan, Pak Lon Ip, Leong Hou U, Weng Hou Tong, Shivansh Mittal, Ye Li, Reynold Cheng
2021 J jnl
On Analyzing Graphs with Motif-Paths.
Proc. VLDB Endow.
Xiaodong Li, Reynold Cheng, Kevin Chen-Chuan Chang, Caihua Shan, Chenhao Ma, Hongtai Cao
2021 J jnl
On Directed Densest Subgraph Discovery.
ACM Trans. Database Syst.
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Wenjie Zhang, Xuemin Lin
2021 J jnl
Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks.
CoRR
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2020 J jnl
A Crowdsourcing Framework for Collecting Tabular Data.
IEEE Trans. Knowl. Data Eng.
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2020 — conf
A General Early-Stopping Module for Crowdsourced Ranking.
DASFAA (2)
Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li
2020 A conf
A Toolkit for Managing Multiple Crowdsourced Top-K Queries.
CIKM
Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng
2020 J jnl
A survey of community search over big graphs.
VLDB J.
Yixiang Fang, Xin Huang, Lu Qin, Ying Zhang, Wenjie Zhang, Reynold Cheng, Xuemin Lin
2020 A* conf
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.
ICDE
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian
2020 J jnl
An ML-Powered Human Behavior Management System.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Reynold Cheng, Mohamed Bouadi, Abdelouahab Chibah, Mohammadreza Esfandiari, Jiangping Zhou, Nan Zhang, Eric Lau, Yuguo Li, Xiaolin Han, Shivansh Mittal
2020 J jnl
Correction: A survey of community search over big graphs.
VLDB J.
Yixiang Fang, Xin Huang, Lu Qin, Ying Zhang, Wenjie Zhang, Reynold Cheng, Xuemin Lin
2020 J jnl
Discriminative Streaming Network Embedding.
Knowl. Based Syst.
Yiyan Qi, Jiefeng Cheng, Xiaojun Chen, Reynold Cheng, Albert Bifet, Pinghui Wang
2020 J jnl
Editorial of Special Issue of WISE 2019.
Data Sci. Eng.
Reynold Cheng, Sibo Wang, Wen Hua, Xin Huang
2020 — conf
Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs.
SIGMOD Conference
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Wenjie Zhang, Xuemin Lin
2020 C conf
Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases.
JURIX
Tien-Hsuan Wu, Ben Kao, Anne S. Y. Cheung, Michael M. K. Cheung, Chen Wang, Yongxi Chen, Guowen Yuan, Reynold Cheng
2020 A conf
M-Cypher: A GQL Framework Supporting Motifs.
CIKM
Xiaodong Li, Reynold Cheng, Matin Najafi, Kevin Chen-Chuan Chang, Xiaolin Han, Hongtai Cao
2020 A* conf
MC-Explorer: Analyzing and Visualizing Motif-Cliques on Large Networks.
ICDE
Boxuan Li, Reynold Cheng, Jiafeng Hu, Yixiang Fang, Min Ou, Ruibang Luo, Kevin Chen-Chuan Chang, Xuemin Lin
2020 — conf
QUAD: Quadratic-Bound-based Kernel Density Visualization.
SIGMOD Conference
Tsz Nam Chan, Reynold Cheng, Man Lung Yiu
2020 J jnl
ROAM: A Fundamental Routing Query on Road Networks with Efficiency.
IEEE Trans. Knowl. Data Eng.
Siqiang Luo, Reynold Cheng, Ben Kao, Xiaokui Xiao, Shuigeng Zhou, Jiafeng Hu
2020 — conf
SCODED: Statistical Constraint Oriented Data Error Detection.
SIGMOD Conference
Jing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng
2020 A* conf
Traffic Incident Detection: A Trajectory-based Approach.
ICDE
Xiaolin Han, Tobias Grubenmann, Reynold Cheng, Sze Chun Wong, Xiaodong Li, Wenya Sun
2019 J jnl
A General Early-Stopping Module for Crowdsourced Ranking.
CoRR
Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li
2019 J jnl
A Survey of Community Search Over Big Graphs.
CoRR
Yixiang Fang, Xin Huang, Lu Qin, Ying Zhang, Wenjie Zhang, Reynold Cheng, Xuemin Lin
2019 A* conf
An Efficient Framework for Correctness-Aware kNN Queries on Road Networks.
ICDE
Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng
2019 J jnl
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.
CoRR
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian
2019 J jnl
Detecting Data Errors with Statistical Constraints.
CoRR
Jing Nathan Yan, Oliver Schulte, Jiannan Wang, Reynold Cheng
2019 A* conf
Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks.
ICDE
Jiafeng Hu, Reynold Cheng, Kevin Chen-Chuan Chang, Aravind Sankar, Yixiang Fang, Brian Y. H. Lam
2019 A* conf
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract).
ICDE
Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu
2019 J jnl
Effective and Efficient Community Search Over Large Directed Graphs.
IEEE Trans. Knowl. Data Eng.
Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu
2019 J jnl
Efficient Algorithms for Densest Subgraph Discovery.
CoRR
Yixiang Fang, Kaiqiang Yu, Reynold Cheng, Laks V. S. Lakshmanan, Xuemin Lin
2019 J jnl
Efficient Algorithms for Densest Subgraph Discovery.
Proc. VLDB Endow.
Yixiang Fang, Kaiqiang Yu, Reynold Cheng, Laks V. S. Lakshmanan, Xuemin Lin
2019 J jnl
Evaluating pattern matching queries for spatial databases.
VLDB J.
Yixiang Fang, Yun Li, Reynold Cheng, Nikos Mamoulis, Gao Cong
2019 A* conf
Exploring Communities in Large Profiled Graphs (Extended Abstract).
ICDE
Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang
2019 J jnl
Exploring Communities in Large Profiled Graphs.
CoRR
Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang
2019 J jnl
Exploring Communities in Large Profiled Graphs.
IEEE Trans. Knowl. Data Eng.
Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang
2019 B conf
Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows.
ICPP
Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2019 J jnl
LINC: A Motif Counting Algorithm for Uncertain Graphs.
Proc. VLDB Endow.
Chenhao Ma, Reynold Cheng, Laks V. S. Lakshmanan, Tobias Grubenmann, Yixiang Fang, Xiaodong Li
2019 A* conf
MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks.
ICDE
Siqiang Luo, Ben Kao, Xiaowei Wu, Reynold Cheng
2019 J jnl
On Spatial-Aware Community Search.
IEEE Trans. Knowl. Data Eng.
Yixiang Fang, Zheng Wang, Reynold Cheng, Xiaodong Li, Siqiang Luo, Jiafeng Hu, Xiaojun Chen
2019 J jnl
Spatial pattern matching: a new direction for finding spatial objects.
ACM SIGSPATIAL Special
Yun Li, Yixiang Fang, Reynold Cheng, Wenjie Zhang
2019 B ed.
Web Information Systems Engineering - WISE 2019 - 20th International Conference, Hong Kong, China, November 26-30, 2019, Proceedings
WISE
Reynold Cheng, Nikos Mamoulis, Yizhou Sun, Xin Huang
2018 — ch.
Data Uncertainty Management in Sensor Networks.
Encyclopedia of Database Systems (2nd ed.)
Sunil Prabhakar, Reynold Cheng
2018 J jnl
Entity-Based Query Recommendation for Long-Tail Queries.
ACM Trans. Knowl. Discov. Data
Zhipeng Huang, Bogdan Cautis, Reynold Cheng, Yudian Zheng, Nikos Mamoulis, Jing Yan
2018 J jnl
Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads.
IEEE Trans. Serv. Comput.
Chengcheng Dai, Sarana Nutanong, Chi-Yin Chow, Reynold Cheng
2018 A* conf
Evaluating Top-k Meta Path Queries on Large Heterogeneous Information Networks.
ICDM
Zichen Zhu, Reynold Cheng, Loc Do, Zhipeng Huang, Haoci Zhang
2018 — ch.
Indexing Uncertain Data.
Encyclopedia of Database Systems (2nd ed.)
Sunil Prabhakar, Reynold Cheng
2018 — conf
Maximizing Social Influence for the Awareness Threshold Model.
DASFAA (1)
Haiqi Sun, Reynold Cheng, Xiaokui Xiao, Jing Yan, Yudian Zheng, Yuqiu Qian
2018 A* conf
On Spatial Pattern Matching.
ICDE
Yixiang Fang, Reynold Cheng, Gao Cong, Nikos Mamoulis, Yun Li
2018 — ch.
Probabilistic Spatial Queries.
Encyclopedia of Database Systems (2nd ed.)
Reynold Cheng, Jinchuan Chen
2018 J jnl
STEM: a suffix tree-based method for web data records extraction.
Knowl. Inf. Syst.
Yixiang Fang, Xiaoqin Xie, Xiaofeng Zhang, Reynold Cheng, Zhiqiang Zhang
2018 B conf
Scalable Evaluation of k-NN Queries on Large Uncertain Graphs.
EDBT
Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu
2018 A* conf
SpaceKey: Exploring Patterns in Spatial Databases.
ICDE
Yixiang Fang, Reynold Cheng, Jikun Wang, Lukito Budiman, Gao Cong, Nikos Mamoulis
2018 A* conf
T-Crowd: Effective Crowdsourcing for Tabular Data.
ICDE
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2018 J jnl
TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks.
Proc. VLDB Endow.
Siqiang Luo, Ben Kao, Guoliang Li, Jiafeng Hu, Reynold Cheng, Yudian Zheng
2018 — ch.
Uncertain Spatial Data Management.
Encyclopedia of Database Systems (2nd ed.)
Reynold Cheng
2017 J jnl
An Indexing Framework for Queries on Probabilistic Graphs.
ACM Trans. Database Syst.
Silviu Maniu, Reynold Cheng, Pierre Senellart
2017 J jnl
C-Explorer: Browsing Communities in Large Graphs.
Proc. VLDB Endow.
Yixiang Fang, Reynold Cheng, Siqiang Luo, Jiafeng Hu, Kai Huang
2017 — conf
Crowdsourced Data Management: Overview and Challenges.
SIGMOD Conference
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
2017 J jnl
Effective Community Search over Large Spatial Graphs.
Proc. VLDB Endow.
Yixiang Fang, Reynold Cheng, Xiaodong Li, Siqiang Luo, Jiafeng Hu
2017 J jnl
Effective and efficient attributed community search.
VLDB J.
Yixiang Fang, Reynold Cheng, Yankai Chen, Siqiang Luo, Jiafeng Hu
2017 J jnl
Efficient Pattern-Based Aggregation on Sequence Data.
IEEE Trans. Knowl. Data Eng.
Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng, Ziqiang Feng
2017 J jnl
Efficient processing of shortest path queries in evolving graph sequences.
Inf. Syst.
Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng, David W. Cheung
2017 — conf
Meta Paths and Meta Structures: Analysing Large Heterogeneous Information Networks.
APWeb/WAIM (1)
Reynold Cheng, Zhipeng Huang, Yudian Zheng, Jing Yan, Ka Yu Wong, Eddie Ng
2017 — conf
On Attributed Community Search.
MATES@VLDB
Yixiang Fang, Reynold Cheng
2017 A conf
On Embedding Uncertain Graphs.
CIKM
Jiafeng Hu, Reynold Cheng, Zhipeng Huang, Yixiang Fang, Siqiang Luo
2017 J jnl
On Minimal Steiner Maximum-Connected Subgraph Queries.
IEEE Trans. Knowl. Data Eng.
Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang
2017 — conf
Reliable Retrieval of Top-k Tags.
WISE (1)
Yong Xu, Reynold Cheng, Yudian Zheng
2017 A conf
SEQ: Example-based Query for Spatial Objects.
CIKM
Siqiang Luo, Jiafeng Hu, Reynold Cheng, Jing Yan, Ben Kao
2017 — ch.
Spatial Data, Indexing Techniques.
Encyclopedia of GIS
Reynold Cheng
2017 J jnl
T-Crowd: Effective Crowdsourcing for Tabular Data.
CoRR
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2017 J jnl
Truth Inference in Crowdsourcing: Is the Problem Solved?
Proc. VLDB Endow.
Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng
2017 J jnl
Uncertain Voronoi cell computation based on space decomposition.
GeoInformatica
Klaus Arthur Schmid, Andreas Züfle, Tobias Emrich, Matthias Renz, Reynold Cheng
2016 A* conf
Crowdsourced POI labelling: Location-aware result inference and Task Assignment.
ICDE
Huiqi Hu, Yudian Zheng, Zhifeng Bao, Guoliang Li, Jianhua Feng, Reynold Cheng
2016 J jnl
DOCS: Domain-Aware Crowdsourcing System.
Proc. VLDB Endow.
Yudian Zheng, Guoliang Li, Reynold Cheng
2016 J jnl
Effective Community Search for Large Attributed Graphs.
Proc. VLDB Endow.
Yixiang Fang, Reynold Cheng, Siqiang Luo, Jiafeng Hu
2016 — conf
Fast and Semantic Measurements on Collaborative Tagging Quality.
PAKDD (2)
Yuqing Sun, Haiqi Sun, Reynold Cheng
2016 A conf
KB-Enabled Query Recommendation for Long-Tail Queries.
CIKM
Zhipeng Huang, Bogdan Cautis, Reynold Cheng, Yudian Zheng
2016 J jnl
Managing uncertainty of large spatial databases.
ACM SIGSPATIAL Special
Reynold Cheng
2016 A* conf
Meta Structure: Computing Relevance in Large Heterogeneous Information Networks.
KDD
Zhipeng Huang, Yudian Zheng, Reynold Cheng, Yizhou Sun, Nikos Mamoulis, Xiang Li
2016 A conf
Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs.
CIKM
Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang
2016 J jnl
SMe: explicit & implicit constrained-space probabilistic threshold range queries for moving objects.
GeoInformatica
Zhi-Jie Wang, Bin Yao, Reynold Cheng, Xiaofeng Gao, Lei Zou, Haibing Guan, Minyi Guo
2016 J jnl
Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data.
IEEE Trans. Knowl. Data Eng.
Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan S. Yang
2016 A* conf
Scalable algorithms for nearest-neighbor joins on big trajectory data.
ICDE
Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan S. Yang
2015 A* conf
Discovering Meta-Paths in Large Heterogeneous Information Networks.
WWW
Changping Meng, Reynold Cheng, Silviu Maniu, Pierre Senellart, Wangda Zhang
2015 B conf
Efficient Top-k Subscription Matching for Location-Aware Publish/Subscribe.
SSTD
Jiafeng Hu, Reynold Cheng, Dingming Wu, Beihong Jin
2015 J jnl
Guest Editorial: Special Issue on Databases and Crowdsourcing.
Distributed Parallel Databases
Reynold Cheng, Silviu Maniu, Pierre Senellart
2015 B conf
On Optimality of Jury Selection in Crowdsourcing.
EDBT
Yudian Zheng, Reynold Cheng, Silviu Maniu, Luyi Mo
2015 J jnl
Online Influence Maximization (Extended Version).
CoRR
Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart
2015 A* conf
Online Influence Maximization.
KDD
Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart
2015 — conf
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications.
SIGMOD Conference
Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng
2015 J jnl
Special issue on spatial and temporal database management.
GeoInformatica
Mario A. Nascimento, Timos K. Sellis, Reynold Cheng
2015 B conf
Uncertain Voronoi Cell Computation Based on Space Decomposition.
SSTD
Tobias Emrich, Klaus Arthur Schmid, Andreas Züfle, Matthias Renz, Reynold Cheng
2015 J jnl
Walking in the Cloud: Parallel SimRank at Scale.
Proc. VLDB Endow.
Zhenguo Li, Yixiang Fang, Qin Liu, Jiefeng Cheng, Reynold Cheng, John C. S. Lui
2015 C ed.
Web Technologies and Applications - 17th Asia-PacificWeb Conference, APWeb 2015, Guangzhou, China, September 18-20, 2015, Proceedings
APWeb
Reynold Cheng, Bin Cui, Zhenjie Zhang, Ruichu Cai, Jia Xu
2014 B conf
CLUDE: An Efficient Algorithm for LU Decomposition Over a Sequence of Evolving Graphs.
EDBT
Chenghui Ren, Luyi Mo, Ben Kao, Reynold Cheng, David W. Cheung
2014 A* conf
Evaluating multi-way joins over discounted hitting time.
ICDE
Wangda Zhang, Reynold Cheng, Ben Kao
2014 A* conf
Managing uncertainty in spatial and spatio-temporal data.
ICDE
Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Züfle
2014 J jnl
Scalable Evaluation of Trajectory Queries over Imprecise Location Data.
IEEE Trans. Knowl. Data Eng.
Xike Xie, Man Lung Yiu, Reynold Cheng, Hua Lu
2014 — ch.
Uncertain Data Classification.
Data Classification: Algorithms and Applications
Reynold Cheng, Yixiang Fang, Matthias Renz
2014 A* conf
iTag: Incentive-based tagging.
ICDE
Siyu Lei, Xuan S. Yang, Luyi Mo, Silviu Maniu, Reynold Cheng
2013 B ed.
Advances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Munich, Germany, August 21-23, 2013. Proceedings
SSTD
Mario A. Nascimento, Timos K. Sellis, Reynold Cheng, Jörg Sander, Yu Zheng, Hans-Peter Kriegel, Matthias Renz, Christian Sengstock
2013 A* conf
Cleaning uncertain data for top-k queries.
ICDE
Luyi Mo, Reynold Cheng, Xiang Li, David W. Cheung, Xuan S. Yang
2013 J jnl
Earth Mover's Distance based Similarity Search at Scale.
Proc. VLDB Endow.
Yu Tang, Leong Hou U, Yilun Cai, Nikos Mamoulis, Reynold Cheng
2013 A conf
Fast evaluation of iceberg pattern-based aggregate queries.
CIKM
Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng
2013 — ch.
Managing Quality of Probabilistic Databases.
Handbook of Data Quality
Reynold Cheng
2013 J jnl
Model-based probabilistic frequent itemset mining.
Knowl. Inf. Syst.
Thomas Bernecker, Reynold Cheng, David W. Cheung, Hans-Peter Kriegel, Sau Dan Lee, Matthias Renz, Florian Verhein, Liang Wang, Andreas Züfle
2013 A* conf
On incentive-based tagging.
ICDE
Xuan S. Yang, Reynold Cheng, Luyi Mo, Ben Kao, David W. Cheung
2013 A conf
Optimizing plurality for human intelligence tasks.
CIKM
Luyi Mo, Reynold Cheng, Ben Kao, Xuan S. Yang, Chenghui Ren, Siyu Lei, David W. Cheung, Eric Lo
2013 — conf
Privacy Preserving Path Recommendation for Moving User on Location Based Service.
UIC/ATC
Yuqing Sun, Haoran Xu, Reynold Cheng
2013 J jnl
Probabilistic filters: A stream protocol for continuous probabilistic queries.
Inf. Syst.
Yinuo Zhang, Reynold Cheng
2013 — ed.
Proceedings of the First VLDB Workshop on Databases and Crowdsourcing, DBCrowd 2013, Riva del Garda, Trento, Italy, August 26, 2013
DBCrowd
Reynold Cheng, Anish Das Sarma, Silviu Maniu, Pierre Senellart
2013 J jnl
UV-diagram: a voronoi diagram for uncertain spatial databases.
VLDB J.
Xike Xie, Reynold Cheng, Man Lung Yiu, Liwen Sun, Jinchuan Chen
2013 A* conf
Voronoi-based nearest neighbor search for multi-dimensional uncertain databases.
ICDE
Peiwu Zhang, Reynold Cheng, Nikos Mamoulis, Matthias Renz, Andreas Züfle, Yu Tang, Tobias Emrich
2012 — conf
A Framework for Conditioning Uncertain Relational Data.
DEXA (2)
Ruiming Tang, Reynold Cheng, Huayu Wu, Stéphane Bressan
2012 A conf
A filter-based protocol for continuous queries over imprecise location data.
CIKM
Yifan Jin, Reynold Cheng, Ben Kao, Kam-yiu Lam, Yinuo Zhang
2012 A conf
DQR: a probabilistic approach to diversified query recommendation.
CIKM
Ruirui Li, Ben Kao, Bin Bi, Reynold Cheng, Eric Lo
2012 J jnl
Efficient Mining of Frequent Item Sets on Large Uncertain Databases.
IEEE Trans. Knowl. Data Eng.
Liang Wang, David Wai-Lok Cheung, Reynold Cheng, Sau Dan Lee, Xuan S. Yang
2012 J jnl
Efficient management of uncertainty in XML schema matching.
VLDB J.
Jian Gong, Reynold Cheng, David W. Cheung
2012 A* conf
Evaluating Probabilistic Queries over Uncertain Matching.
ICDE
Reynold Cheng, Jian Gong, David W. Cheung, Jiefeng Cheng
2012 B conf
Evaluating Trajectory Queries over Imprecise Location Data.
SSDBM
Xike Xie, Reynold Cheng, Man Lung Yiu
2011 A* conf
CubeLSI: An effective and efficient method for searching resources in social tagging systems.
ICDE
Bin Bi, Sau Dan Lee, Ben Kao, Reynold Cheng
2011 A conf
I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system.
CIKM
Chun Kit Chui, Ben Kao, Eric Lo, Reynold Cheng
2011 J jnl
Metric and trigonometric pruning for clustering of uncertain data in 2D geometric space.
Inf. Syst.
Wang Kay Ngai, Ben Kao, Reynold Cheng, Michael Chau, Sau Dan Lee, David W. Cheung, Kevin Y. Yip
2011 J jnl
On Link-based Similarity Join.
Proc. VLDB Endow.
Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han
2011 J jnl
On Querying Historical Evolving Graph Sequences.
Proc. VLDB Endow.
Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng
2011 J jnl
Processing Continuous Range Queries with Spatiotemporal Tolerance.
IEEE Trans. Mob. Comput.
Tobias Farrell, Kurt Rothermel, Reynold Cheng
2010 A conf
Accelerating probabilistic frequent itemset mining: a model-based approach.
CIKM
Liang Wang, Reynold Cheng, Sau Dan Lee, David Wai-Lok Cheung
2010 — conf
Evaluating Continuous Probabilistic Queries Over Imprecise Sensor Data.
DASFAA (1)
Yinuo Zhang, Reynold Cheng, Jinchuan Chen
2010 J jnl
Explore or Exploit? Effective Strategies for Disambiguating Large Databases.
Proc. VLDB Endow.
Reynold Cheng, Eric Lo, Xuan S. Yang, Ming-Hay Luk, Xiang Li, Xike Xie
2010 J jnl
Filtering Data Streams for Entity-Based Continuous Queries.
IEEE Trans. Knowl. Data Eng.
Reynold Cheng, Benjamin C. M. Kao, Alan Kwan, Sunil Prabhakar, Yi-Cheng Tu
2010 J jnl
Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases.
IEEE Trans. Knowl. Data Eng.
Reynold Cheng, Michael Chau, Minos N. Garofalakis, Jeffrey Xu Yu
2010 A* conf
Managing uncertainty of XML schema matching.
ICDE
Reynold Cheng, Jian Gong, David W. Cheung
2010 A* conf
Mining uncertain data with probabilistic guarantees.
KDD
Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng
2010 — conf
On-Line Preferential Nearest Neighbor Browsing in Large Attributed Graphs.
DASFAA Workshops
Jiefeng Cheng, Jeffrey Xu Yu, Reynold Cheng
2010 J jnl
Similarity Search and Mining in Uncertain Databases.
Proc. VLDB Endow.
Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, Andreas Züfle, Thomas Bernecker
2010 A* conf
UV-diagram: A Voronoi diagram for uncertain data.
ICDE
Reynold Cheng, Xike Xie, Man Lung Yiu, Jinchuan Chen, Liwen Sun
2009 — conf
A Probabilistic Filter Protocol for Continuous Queries.
QuaCon
Jinchuan Chen, Reynold Cheng, Yinuo Zhang, Jian Jin
2009 — ch.
Data Uncertainty Management in Sensor Networks.
Encyclopedia of Database Systems
Sunil Prabhakar, Reynold Cheng
2009 B conf
Evaluating probability threshold k-nearest-neighbor queries over uncertain data.
EDBT
Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie
2009 J jnl
Location Privacy in Moving-Object Environments.
Trans. Data Priv.
Dan Lin, Elisa Bertino, Reynold Cheng, Sunil Prabhakar
2009 — conf
Minimizing the communication cost for continuous skyline maintenance.
SIGMOD Conference
Zhenjie Zhang, Reynold Cheng, Dimitris Papadias, Anthony K. H. Tung
2009 A* conf
Naive Bayes Classification of Uncertain Data.
ICDM
Jiangtao Ren, Sau Dan Lee, Xianlu Chen, Ben Kao, Reynold Cheng, David Wai-Lok Cheung
2009 — ch.
Probabilistic Spatial Queries.
Encyclopedia of Database Systems
Reynold Cheng, Jinchuan Chen
2009 — conf
Querying and Cleaning Uncertain Data.
QuaCon
Reynold Cheng
2009 J jnl
Scalable processing of snapshot and continuous nearest-neighbor queries over one-dimensional uncertain data.
VLDB J.
Jinchuan Chen, Reynold Cheng, Mohamed F. Mokbel, Chi-Yin Chow
2008 J jnl
Cleaning uncertain data with quality guarantees.
Proc. VLDB Endow.
Reynold Cheng, Jinchuan Chen, Xike Xie
2008 A* conf
Database Support for Probabilistic Attributes and Tuples.
ICDE
Sarvjeet Singh, Chris Mayfield, Rahul Shah, Sunil Prabhakar, Susanne E. Hambrusch, Jennifer Neville, Reynold Cheng
2008 J jnl
Indexing continuously changing data with mean-variance tree.
Int. J. High Perform. Comput. Netw.
Yuni Xia, Reynold Cheng, Sunil Prabhakar, Shan Lei, Rahul Shah
2008 — conf
Position transformation: a location privacy protection method for moving objects.
SPRINGL
Dan Lin, Elisa Bertino, Reynold Cheng, Sunil Prabhakar
2008 A* conf
Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data.
ICDE
Reynold Cheng, Jinchuan Chen, Mohamed F. Mokbel, Chi-Yin Chow
2008 B conf
Quality-Aware Probing of Uncertain Data with Resource Constraints.
SSDBM
Jinchuan Chen, Reynold Cheng
2008 — ch.
Spatial Data, Indexing Techniques.
Encyclopedia of GIS
Reynold Cheng
2007 J jnl
A statistics-based sensor selection scheme for continuous probabilistic queries in sensor networks.
Real Time Syst.
Song Han, Edward Chan, Reynold Cheng, Kam-yiu Lam
2007 J jnl
An efficient location update mechanism for continuous queries over moving objects.
Inf. Syst.
Reynold Cheng, Kam-yiu Lam, Sunil Prabhakar, Biyu Liang
2007 A* conf
Efficient Evaluation of Imprecise Location-Dependent Queries.
ICDE
Jinchuan Chen, Reynold Cheng
2007 C conf
Energy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances.
IDEAS
Tobias Farrell, Reynold Cheng, Kurt Rothermel
2007 J jnl
Evaluation of probabilistic queries over imprecise data in constantly-evolving environments.
Inf. Syst.
Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
2007 J jnl
Range search on multidimensional uncertain data.
ACM Trans. Database Syst.
Yufei Tao, Xiaokui Xiao, Reynold Cheng
2007 — conf
Reducing UK-Means to K-Means.
ICDM Workshops
Sau Dan Lee, Ben Kao, Reynold Cheng
2006 A* conf
Efficient Clustering of Uncertain Data.
ICDM
Wang Kay Ngai, Ben Kao, Chun Kit Chui, Reynold Cheng, Michael Chau, Kevin Y. Yip
2006 A conf
Efficient join processing over uncertain data.
CIKM
Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter, Yuni Xia
2006 A conf
Preserving User Location Privacy in Mobile Data Management Infrastructures.
Privacy Enhancing Technologies
Reynold Cheng, Yu Zhang, Elisa Bertino, Sunil Prabhakar
2006 B conf
Uncertain Data Mining: An Example in Clustering Location Data.
PAKDD
Michael Chau, Reynold Cheng, Ben Kao, Jackey Ng
2005 B conf
A Statistics-Based Sensor Selection Scheme for Continuous Probabilistic Queries in Sensor Networks.
RTCSA
Song Han, Edward Chan, Reynold Cheng, Kam-yiu Lam
2005 A* conf
Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance.
VLDB
Reynold Cheng, Ben Kao, Sunil Prabhakar, Alan Kwan, Yi-Cheng Tu
2005 A* conf
Change Tolerant Indexing for Constantly Evolving Data.
ICDE
Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah
2005 A* conf
Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions.
VLDB
Yufei Tao, Reynold Cheng, Xiaokui Xiao, Wang Kay Ngai, Ben Kao, Sunil Prabhakar
2005 Misc conf
Indexing continuously changing data with mean-variance tree.
SAC
Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng, Rahul Shah
2005 — ch.
Sensors, Uncertainty Models, and Probabilistic Queries.
Encyclopedia of Database Technologies and Applications
Reynold Cheng, Sunil Prabhakar
2005 A* conf
U-DBMS: A Database System for Managing Constantly-Evolving Data.
VLDB
Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar
2004 A* conf
Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data.
VLDB
Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter
2004 J jnl
Querying Imprecise Data in Moving Object Environments.
IEEE Trans. Knowl. Data Eng.
Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
2004 — conf
Sensor node selection for execution of continuous probabilistic queries in wireless sensor networks.
VSSN@MM
Kam-yiu Lam, Reynold Cheng, Biyu Liang, Jo Chau
2003 — conf
Evaluating Probabilistic Queries over Imprecise Data.
SIGMOD Conference
Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
2003 J jnl
Maintaining Temporal Consistency of Discrete Objects in Soft Real-Time Database Systems.
IEEE Trans. Computers
Ben Kao, Kam-yiu Lam, Brad Adelberg, Reynold Cheng, Tony S. H. Lee
2003 J jnl
Managing uncertainty in sensor database.
SIGMOD Rec.
Reynold Cheng, Sunil Prabhakar
2003 A* conf
Querying Imprecise Data in Moving Object Environments.
ICDE
Reynold Cheng, Sunil Prabhakar, Dmitri V. Kalashnikov
2002 J jnl
Evaluation of concurrency control strategies for mixed soft real-time database systems.
Inf. Syst.
Kam-yiu Lam, Tei-Wei Kuo, Ben Kao, Tony S. H. Lee, Reynold Cheng
2001 — conf
Disk Scheduling.
Real-Time Database Systems
Ben Kao, Reynold Cheng
1999 A conf
Updates and View Maintenance in Soft Real-Time Database Systems.
CIKM
Ben Kao, Kam-yiu Lam, Brad Adelberg, Reynold Cheng, Tony S. H. Lee