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Reynold Cheng
Reynold C. K. Cheng
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- affiliation: University of Hong Kong
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2020 – today
- 2024
- [j87]Xiaolin Han
, Tobias Grubenmann, Chenhao Ma, Xiaodong Li, Wenya Sun, Sze Chun Wong, Xuequn Shang, Reynold Cheng:
FDM: Effective and efficient incident detection on sparse trajectory data. Inf. Syst. 125: 102418 (2024) - [j86]Ye Liu
Multi-order graph clustering with adaptive node-level weight learning. Pattern Recognit. 156: 110843 (2024) - [j85]Nan Huo, Reynold Cheng, Ben Kao, Wentao Ning, Nur Al Hasan Haldar, Xiaodong Li, Jinyang Li, Mohammad Matin Najafi, Tian Li, Ge Qu:
ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model. Proc. VLDB Endow. 17(7): 1765-1774 (2024) - [j84]Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng:
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs. Proc. VLDB Endow. 17(11): 3192-3200 (2024) - [j83]Mohamed F. Mokbel
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024) - [j82]Chenhao Ma
Accelerating directed densest subgraph queries with software and hardware approaches. VLDB J. 33(1): 207-230 (2024) - [c109]Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng:
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation. ACL (Findings) 2024: 5456-5471 - [c108]Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu:
Unlocking Continual Learning Abilities in Language Models. EMNLP (Findings) 2024: 6503-6522 - [c107]Qihao Wang, Hongtai Cao, Xiaodong Li, Kevin Chen-Chuan Chang, Reynold Cheng:
From Motif to Path: Connectivity and Homophily. ICDE 2024: 2751-2764 - [c106]Hongtai Cao, Qihao Wang, Xiaodong Li, Matin Najafi, Kevin Chen-Chuan Chang, Reynold Cheng:
Large Subgraph Matching: A Comprehensive and Efficient Approach for Heterogeneous Graphs. ICDE 2024: 2972-2985 - [c105]Tsz Nam Chan, Zhe Li, Leong Hou U, Reynold Cheng:
PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract). ICDE 2024: 5685-5686 - [c104]Carrie Wang
HINCare: An Intelligent Helper Recommender System for Elderly Care. WWW (Companion Volume) 2024: 1007-1010 - [c103]Wentao Ning
Debiasing Recommendation with Personal Popularity. WWW 2024: 3400-3409 - [i23]Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang:
Debiasing Recommendation with Personal Popularity. CoRR abs/2402.07425 (2024) - [i22]Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou:
A Survey on Knowledge Distillation of Large Language Models. CoRR abs/2402.13116 (2024) - [i21]Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng:
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR abs/2403.05307 (2024) - [i20]Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng:
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs. CoRR abs/2403.13286 (2024) - [i19]Ye Liu, Xuelei Lin, Yejia Chen, Reynold Cheng:
Multi-order Graph Clustering with Adaptive Node-level Weight Learning. CoRR abs/2405.12183 (2024) - [i18]Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng:
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation. CoRR abs/2405.15307 (2024) - [i17]Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu:
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training. CoRR abs/2405.15319 (2024) - [i16]Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu:
Unlocking Continual Learning Abilities in Language Models. CoRR abs/2406.17245 (2024) - 2023
- [j81]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:
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46(4): 4-17 (2023) - [j80]Kai Siong Yow
Machine Learning for Subgraph Extraction: Methods, Applications and Challenges. Proc. VLDB Endow. 16(12): 3864-3867 (2023) - [j79]Mohammad Matin Najafi, Chenhao Ma, Xiaodong Li, Reynold Cheng, Laks V. S. Lakshmanan:
MOSER: Scalable Network Motif Discovery using Serial Test. Proc. VLDB Endow. 17(3): 591-603 (2023) - [j78]Tsz Nam Chan
PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM. IEEE Trans. Knowl. Data Eng. 35(10): 9985-9997 (2023) - [c102]Jinyang Li, Binyuan Hui, Reynold Cheng
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI 2023: 13076-13084 - [c101]Wentao Ning
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CIKM 2023: 1917-1927 - [c100]Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng:
Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications. MDM 2023: 231-234 - [c99]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:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS 2023 - [c98]Tsz Nam Chan
Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities. SIGMOD Conference Companion 2023: 21-29 - [i15]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR abs/2301.07507 (2023) - [i14]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:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR abs/2305.03111 (2023) - [i13]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-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - [i12]Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang:
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CoRR abs/2308.05508 (2023) - [i11]Chrysanthi Kosyfaki, Nikos Mamoulis, Reynold Cheng, Ben Kao:
Spatio-temporal flow patterns. CoRR abs/2310.04069 (2023) - 2022
- [j77]Xiaolin Han, Reynold Cheng, Chenhao Ma
DeepTEA: Effective and Efficient Online Time-dependent Trajectory Outlier Detection. Proc. VLDB Endow. 15(7): 1493-1505 (2022) - [j76]Chenhao Ma
Finding Locally Densest Subgraphs: A Convex Programming Approach. Proc. VLDB Endow. 15(11): 2719-2732 (2022) - [j75]Reynold Cheng
The Social Technology and Research (STAR) Lab in the University of Hong Kong. SIGMOD Rec. 51(2): 63-68 (2022) - [j74]Tsz Nam Chan
Efficient Algorithms for Kernel Aggregation Queries. IEEE Trans. Knowl. Data Eng. 34(6): 2726-2739 (2022) - [j73]Zichen Zhu
Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 34(9): 4172-4185 (2022) - [j72]Amelie Chi Zhou
Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach. IEEE Trans. Parallel Distributed Syst. 33(1): 231-248 (2022) - [j71]Xiaolin Han
A framework for differentially-private knowledge graph embeddings. J. Web Semant. 72: 100696 (2022) - [c97]Wentao Ning
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. CIKM 2022: 1563-1572 - [c96]Wenya Sun, Tobias Grubenmann, Reynold Cheng
Modeling Long-Range Travelling Times with Big Railway Data. DASFAA (3) 2022: 443-454 - [c95]Xiaolin Han, Reynold Cheng
Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks. SDM 2022: 64-72 - [c94]Chenhao Ma
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery. SIGMOD Conference 2022: 845-859 - [i10]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-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j70]Xiaodong Li, Reynold Cheng
On Analyzing Graphs with Motif-Paths. Proc. VLDB Endow. 14(6): 1111-1123 (2021) - [j69]Tsz Nam Chan, Zhe Li, Leong Hou U
Fast Augmentation Algorithms for Network Kernel Density Visualization. Proc. VLDB Endow. 14(9): 1503-1516 (2021) - [j68]Tsz Nam Chan, Pak Lon Ip, Leong Hou U
KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis. Proc. VLDB Endow. 14(12): 2655-2658 (2021) - [j67]Chenhao Ma
Efficient Directed Densest Subgraph Discovery. SIGMOD Rec. 50(1): 33-40 (2021) - [j66]Dan He
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries. IEEE Trans. Knowl. Data Eng. 33(4): 1554-1566 (2021) - [j65]Chenhao Ma
On Directed Densest Subgraph Discovery. ACM Trans. Database Syst. 46(4): 13:1-13:45 (2021) - [j64]Reynold Cheng, Nikos Mamoulis, Xin Huang
Guest editorial: WWWJ special issue of the 20th international conference on Web information systems engineering (WISE 2019). World Wide Web 24(1): 347-349 (2021) - [c93]Xusheng Chen, Haoze Song, Jianyu Jiang, Chaoyi Ruan, Cheng Li, Sen Wang, Gong Zhang, Reynold Cheng
Achieving low tail-latency and high scalability for serializable transactions in edge computing. EuroSys 2021: 210-227 - [i9]Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar
Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks. CoRR abs/2112.12845 (2021) - 2020
- [j63]Reynold Cheng, Sibo Wang
Editorial of Special Issue of WISE 2019. Data Sci. Eng. 5(3): 205-206 (2020) - [j62]Sihem Amer-Yahia, Reynold Cheng, Mohamed Bouadi, Abdelouahab Chibah, Mohammadreza Esfandiari, Jiangping Zhou, Nan Zhang, Eric Lau, Yuguo Li, Xiaolin Han, Shivansh Mittal:
An ML-Powered Human Behavior Management System. IEEE Data Eng. Bull. 43(3): 53-64 (2020) - [j61]Yiyan Qi, Jiefeng Cheng, Xiaojun Chen, Reynold Cheng, Albert Bifet
Discriminative Streaming Network Embedding. Knowl. Based Syst. 190: 105138 (2020) - [j60]Siqiang Luo
ROAM: A Fundamental Routing Query on Road Networks with Efficiency. IEEE Trans. Knowl. Data Eng. 32(8): 1595-1609 (2020) - [j59]Caihua Shan
A Crowdsourcing Framework for Collecting Tabular Data. IEEE Trans. Knowl. Data Eng. 32(11): 2060-2074 (2020) - [j58]Yixiang Fang
A survey of community search over big graphs. VLDB J. 29(1): 353-392 (2020) - [j57]Yixiang Fang
Correction: A survey of community search over big graphs. VLDB J. 29(5): 1219 (2020) - [c92]Xiaodong Li, Reynold Cheng, Matin Najafi, Kevin Chen-Chuan Chang, Xiaolin Han, Hongtai Cao:
M-Cypher: A GQL Framework Supporting Motifs. CIKM 2020: 3433-3436 - [c91]Caihua Shan, Leong Hou U
A Toolkit for Managing Multiple Crowdsourced Top-K Queries. CIKM 2020: 3453-3456 - [c90]Caihua Shan, Leong Hou U
A General Early-Stopping Module for Crowdsourced Ranking. DASFAA (2) 2020: 314-330 - [c89]Caihua Shan, Nikos Mamoulis, Reynold Cheng
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms. ICDE 2020: 49-60 - [c88]Boxuan Li, Reynold Cheng
MC-Explorer: Analyzing and Visualizing Motif-Cliques on Large Networks. ICDE 2020: 1722-1725 - [c87]Xiaolin Han, Tobias Grubenmann, Reynold Cheng, Sze Chun Wong, Xiaodong Li, Wenya Sun:
Traffic Incident Detection: A Trajectory-based Approach. ICDE 2020: 1866-1869 - [c86]Tien-Hsuan Wu
Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases. JURIX 2020: 174-183 - [c85]Tsz Nam Chan
QUAD: Quadratic-Bound-based Kernel Density Visualization. SIGMOD Conference 2020: 35-50 - [c84]Jing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng
SCODED: Statistical Constraint Oriented Data Error Detection. SIGMOD Conference 2020: 845-860 - [c83]Chenhao Ma
Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs. SIGMOD Conference 2020: 1051-1066 - [c82]Tobias Grubenmann, Reynold C. K. Cheng
TSA: A Truthful Mechanism for Social Advertising. WSDM 2020: 214-222
2010 – 2019
- 2019
- [j56]Yixiang Fang
Efficient Algorithms for Densest Subgraph Discovery. Proc. VLDB Endow. 12(11): 1719-1732 (2019) - [j55]Chenhao Ma
LINC: A Motif Counting Algorithm for Uncertain Graphs. Proc. VLDB Endow. 13(2): 155-168 (2019) - [j54]Yun Li
Spatial pattern matching: a new direction for finding spatial objects. ACM SIGSPATIAL Special 11(1): 3-12 (2019) - [j53]Yixiang Fang
On Spatial-Aware Community Search. IEEE Trans. Knowl. Data Eng. 31(4): 783-798 (2019) - [j52]Yankai Chen
Exploring Communities in Large Profiled Graphs. IEEE Trans. Knowl. Data Eng. 31(8): 1624-1629 (2019) - [j51]Yixiang Fang
Effective and Efficient Community Search Over Large Directed Graphs. IEEE Trans. Knowl. Data Eng. 31(11): 2093-2107 (2019) - [j50]Yixiang Fang
Evaluating pattern matching queries for spatial databases. VLDB J. 28(5): 649-673 (2019) - [c81]Jiafeng Hu, Reynold Cheng
Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks. ICDE 2019: 746-757 - [c80]Dan He, Sibo Wang
An Efficient Framework for Correctness-Aware kNN Queries on Road Networks. ICDE 2019: 1298-1309 - [c79]Siqiang Luo
MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. ICDE 2019: 1310-1321 - [c78]Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu:
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). ICDE 2019: 2157-2158 - [c77]Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang:
Exploring Communities in Large Profiled Graphs (Extended Abstract). ICDE 2019: 2159-2160 - [c76]Amelie Chi Zhou, Yao Xiao, Bingsheng He
Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows. ICPP 2019: 6:1-6:10 - [e4]Reynold Cheng, Nikos Mamoulis, Yizhou Sun, Xin Huang
Web Information Systems Engineering - WISE 2019 - 20th International Conference, Hong Kong, China, November 26-30, 2019, Proceedings. Lecture Notes in Computer Science 11881, Springer 2019, ISBN 978-3-030-34222-7 [contents] - [i8]Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang:
Exploring Communities in Large Profiled Graphs. CoRR abs/1901.05451 (2019) - [i7]Jing Nathan Yan, Oliver Schulte, Jiannan Wang, Reynold Cheng:
Detecting Data Errors with Statistical Constraints. CoRR abs/1902.09711 (2019) - [i6]Yixiang Fang, Xin Huang, Lu Qin, Ying Zhang, Wenjie Zhang, Reynold Cheng, Xuemin Lin:
A Survey of Community Search Over Big Graphs. CoRR abs/1904.12539 (2019) - [i5]Yixiang Fang, Kaiqiang Yu, Reynold Cheng, Laks V. S. Lakshmanan, Xuemin Lin:
Efficient Algorithms for Densest Subgraph Discovery. CoRR abs/1906.00341 (2019) - [i4]Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian:
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms. CoRR abs/1911.01030 (2019) - [i3]Caihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li:
A General Early-Stopping Module for Crowdsourced Ranking. CoRR abs/1911.01042 (2019) - 2018
- [j49]Yixiang Fang
STEM: a suffix tree-based method for web data records extraction. Knowl. Inf. Syst. 55(2): 305-331 (2018) - [j48]Siqiang Luo, Ben Kao, Guoliang Li, Jiafeng Hu, Reynold Cheng
TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks. Proc. VLDB Endow. 11(5): 594-606 (2018) - [j47]Zhipeng Huang, Bogdan Cautis, Reynold Cheng
Entity-Based Query Recommendation for Long-Tail Queries. ACM Trans. Knowl. Discov. Data 12(6): 64:1-64:24 (2018) - [j46]Chengcheng Dai
Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads. IEEE Trans. Serv. Comput. 11(3): 507-520 (2018) - [c75]Haiqi Sun, Reynold Cheng, Xiaokui Xiao
Maximizing Social Influence for the Awareness Threshold Model. DASFAA (1) 2018: 491-510 - [c74]Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu
Scalable Evaluation of k-NN Queries on Large Uncertain Graphs. EDBT 2018: 181-192 - [c73]Yixiang Fang
On Spatial Pattern Matching. ICDE 2018: 293-304 - [c72]Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng:
T-Crowd: Effective Crowdsourcing for Tabular Data. ICDE 2018: 1316-1319 - [c71]Yixiang Fang
SpaceKey: Exploring Patterns in Spatial Databases. ICDE 2018: 1577-1580 - [c70]Zichen Zhu, Reynold Cheng, Loc Do, Zhipeng Huang, Haoci Zhang:
Evaluating Top-k Meta Path Queries on Large Heterogeneous Information Networks. ICDM 2018: 1470-1475 - [r9]Reynold Cheng:
Uncertain Spatial Data Management. Encyclopedia of Database Systems (2nd ed.) 2018 - [r8]Reynold Cheng, Jinchuan Chen:
Probabilistic Spatial Queries. Encyclopedia of Database Systems (2nd ed.) 2018 - [r7]Sunil Prabhakar
Data Uncertainty Management in Sensor Networks. Encyclopedia of Database Systems (2nd ed.) 2018 - [r6]Sunil Prabhakar
Indexing Uncertain Data. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j45]Klaus Arthur Schmid
Uncertain Voronoi cell computation based on space decomposition. GeoInformatica 21(4): 797-827 (2017) - [j44]Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng
Efficient processing of shortest path queries in evolving graph sequences. Inf. Syst. 70: 18-31 (2017) - [j43]Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng
Truth Inference in Crowdsourcing: Is the Problem Solved? Proc. VLDB Endow. 10(5): 541-552 (2017) - [j42]Yixiang Fang
Effective Community Search over Large Spatial Graphs. Proc. VLDB Endow. 10(6): 709-720 (2017) - [j41]Yixiang Fang
C-Explorer: Browsing Communities in Large Graphs. Proc. VLDB Endow. 10(12): 1885-1888 (2017) - [j40]Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng
Efficient Pattern-Based Aggregation on Sequence Data. IEEE Trans. Knowl. Data Eng. 29(2): 286-299 (2017) - [j39]Jiafeng Hu, Xiaowei Wu
On Minimal Steiner Maximum-Connected Subgraph Queries. IEEE Trans. Knowl. Data Eng. 29(11): 2455-2469 (2017) - [j38]Silviu Maniu
An Indexing Framework for Queries on Probabilistic Graphs. ACM Trans. Database Syst. 42(2): 13:1-13:34 (2017) - [j37]Yixiang Fang
Effective and efficient attributed community search. VLDB J. 26(6): 803-828 (2017) - [c69]Reynold Cheng
Meta Paths and Meta Structures: Analysing Large Heterogeneous Information Networks. APWeb/WAIM (1) 2017: 3-7 - [c68]Jiafeng Hu, Reynold Cheng, Zhipeng Huang, Yixiang Fang
On Embedding Uncertain Graphs. CIKM 2017: 157-166 - [c67]Siqiang Luo
SEQ: Example-based Query for Spatial Objects. CIKM 2017: 2179-2182 - [c66]Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference 2017: 1711-1716 - [c65]Yixiang Fang
On Attributed Community Search. MATES@VLDB 2017: 1-21 - [c64]Yong Xu, Reynold Cheng
Reliable Retrieval of Top-k Tags. WISE (1) 2017: 330-346 - [r5]Reynold Cheng
Spatial Data, Indexing Techniques. Encyclopedia of GIS 2017: 1992-2002 - [i2]Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng:
T-Crowd: Effective Crowdsourcing for Tabular Data. CoRR abs/1708.02125 (2017) - 2016
- [j36]Zhi-Jie Wang, Bin Yao, Reynold Cheng
SMe: explicit & implicit constrained-space probabilistic threshold range queries for moving objects. GeoInformatica 20(1): 19-58 (2016) - [j35]Yixiang Fang
Effective Community Search for Large Attributed Graphs. Proc. VLDB Endow. 9(12): 1233-1244 (2016) - [j34]Yudian Zheng, Guoliang Li, Reynold Cheng
DOCS: Domain-Aware Crowdsourcing System. Proc. VLDB Endow. 10(4): 361-372 (2016) - [j33]Reynold Cheng:
Managing uncertainty of large spatial databases. ACM SIGSPATIAL Special 8(2): 11-17 (2016) - [j32]Yixiang Fang
Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data. IEEE Trans. Knowl. Data Eng. 28(3): 785-800 (2016) - [c63]Jiafeng Hu, Xiaowei Wu
Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs. CIKM 2016: 1241-1250 - [c62]Zhipeng Huang, Bogdan Cautis, Reynold Cheng, Yudian Zheng:
KB-Enabled Query Recommendation for Long-Tail Queries. CIKM 2016: 2107-2112 - [c61]Huiqi Hu, Yudian Zheng, Zhifeng Bao
Crowdsourced POI labelling: Location-aware result inference and Task Assignment. ICDE 2016: 61-72 - [c60]Yixiang Fang
Scalable algorithms for nearest-neighbor joins on big trajectory data. ICDE 2016: 1528-1529 - [c59]Zhipeng Huang, Yudian Zheng, Reynold Cheng
Meta Structure: Computing Relevance in Large Heterogeneous Information Networks. KDD 2016: 1595-1604 - [c58]Yuqing Sun, Haiqi Sun, Reynold Cheng
Fast and Semantic Measurements on Collaborative Tagging Quality. PAKDD (2) 2016: 363-375 - 2015
- [j31]Reynold Cheng, Silviu Maniu
Guest Editorial: Special Issue on Databases and Crowdsourcing. Distributed Parallel Databases 33(1): 1-2 (2015) - [j30]Mario A. Nascimento, Timos K. Sellis
Special issue on spatial and temporal database management. GeoInformatica 19(2): 297-298 (2015) - [j29]Chun Jiang Zhu
On using broadcast index for efficient execution of shortest path continuous queries. Inf. Syst. 49: 142-162 (2015) - [j28]Zhenguo Li, Yixiang Fang, Qin Liu
Walking in the Cloud: Parallel SimRank at Scale. Proc. VLDB Endow. 9(1): 24-35 (2015) - [c57]Yudian Zheng, Reynold Cheng
On Optimality of Jury Selection in Crowdsourcing. EDBT 2015: 193-204 - [c56]Siyu Lei, Silviu Maniu
Online Influence Maximization. KDD 2015: 645-654 - [c55]Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. SIGMOD Conference 2015: 1031-1046 - [c54]Tobias Emrich, Klaus Arthur Schmid, Andreas Züfle, Matthias Renz, Reynold Cheng
Uncertain Voronoi Cell Computation Based on Space Decomposition. SSTD 2015: 98-116 - [c53]Jiafeng Hu, Reynold Cheng, Dingming Wu, Beihong Jin:
Efficient Top-k Subscription Matching for Location-Aware Publish/Subscribe. SSTD 2015: 333-351 - [c52]Changping Meng, Reynold Cheng
Discovering Meta-Paths in Large Heterogeneous Information Networks. WWW 2015: 754-764 - [e3]Reynold Cheng, Bin Cui, Zhenjie Zhang, Ruichu Cai, Jia Xu:
Web Technologies and Applications - 17th Asia-PacificWeb Conference, APWeb 2015, Guangzhou, China, September 18-20, 2015, Proceedings. Lecture Notes in Computer Science 9313, Springer 2015, ISBN 978-3-319-25254-4 [contents] - [i1]Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart:
Online Influence Maximization (Extended Version). CoRR abs/1506.01188 (2015) - 2014
- [j27]Xike Xie, Man Lung Yiu
Scalable Evaluation of Trajectory Queries over Imprecise Location Data. IEEE Trans. Knowl. Data Eng. 26(8): 2029-2044 (2014) - [c51]Chenghui Ren, Luyi Mo, Ben Kao, Reynold Cheng
CLUDE: An Efficient Algorithm for LU Decomposition Over a Sequence of Evolving Graphs. EDBT 2014: 319-330 - [c50]Wangda Zhang, Reynold Cheng
Evaluating multi-way joins over discounted hitting time. ICDE 2014: 724-735 - [c49]Siyu Lei, Xuan S. Yang, Luyi Mo, Silviu Maniu
iTag: Incentive-based tagging. ICDE 2014: 1186-1189 - [c48]Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Züfle:
Managing uncertainty in spatial and spatio-temporal data. ICDE 2014: 1302-1305 - [p2]Reynold Cheng, Yixiang Fang, Matthias Renz:
Uncertain Data Classification. Data Classification: Algorithms and Applications 2014: 417-444 - 2013
- [j26]Yinuo Zhang, Reynold Cheng
Probabilistic filters: A stream protocol for continuous probabilistic queries. Inf. Syst. 38(1): 132-154 (2013) - [j25]Thomas Bernecker, Reynold Cheng
Model-based probabilistic frequent itemset mining. Knowl. Inf. Syst. 37(1): 181-217 (2013) - [j24]Yu Tang, Leong Hou U, Yilun Cai, Nikos Mamoulis, Reynold Cheng:
Earth Mover's Distance based Similarity Search at Scale. Proc. VLDB Endow. 7(4): 313-324 (2013) - [j23]Xike Xie, Reynold Cheng
UV-diagram: a voronoi diagram for uncertain spatial databases. VLDB J. 22(3): 319-344 (2013) - [c47]Luyi Mo, Reynold Cheng, Ben Kao, Xuan S. Yang, Chenghui Ren, Siyu Lei, David W. Cheung, Eric Lo
Optimizing plurality for human intelligence tasks. CIKM 2013: 1929-1938 - [c46]Zhian He, Petrie Wong, Ben Kao, Eric Lo
Fast evaluation of iceberg pattern-based aggregate queries. CIKM 2013: 2219-2224 - [c45]Luyi Mo, Reynold Cheng, Xiang Li, David W. Cheung, Xuan S. Yang:
Cleaning uncertain data for top-k queries. ICDE 2013: 134-145 - [c44]Peiwu Zhang, Reynold Cheng
Voronoi-based nearest neighbor search for multi-dimensional uncertain databases. ICDE 2013: 158-169 - [c43]Xuan S. Yang, Reynold Cheng, Luyi Mo, Ben Kao, David W. Cheung:
On incentive-based tagging. ICDE 2013: 685-696 - [c42]Yuqing Sun
Privacy Preserving Path Recommendation for Moving User on Location Based Service. UIC/ATC 2013: 33-40 - [p1]Reynold Cheng
Managing Quality of Probabilistic Databases. Handbook of Data Quality 2013: 271-291 - [e2]Reynold Cheng, Anish Das Sarma, Silviu Maniu, Pierre Senellart:
Proceedings of the First VLDB Workshop on Databases and Crowdsourcing, DBCrowd 2013, Riva del Garda, Trento, Italy, August 26, 2013. CEUR Workshop Proceedings 1025, CEUR-WS.org 2013 [contents] - [e1]Mario A. Nascimento, Timos K. Sellis
Advances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Munich, Germany, August 21-23, 2013. Proceedings. Lecture Notes in Computer Science 8098, Springer 2013, ISBN 978-3-642-40234-0 [contents] - 2012
- [j22]Liang Wang, David Wai-Lok Cheung, Reynold Cheng
Efficient Mining of Frequent Item Sets on Large Uncertain Databases. IEEE Trans. Knowl. Data Eng. 24(12): 2170-2183 (2012) - [j21]Jian Gong, Reynold Cheng
Efficient management of uncertainty in XML schema matching. VLDB J. 21(3): 385-409 (2012) - [c41]Ruirui Li, Ben Kao, Bin Bi, Reynold Cheng, Eric Lo
DQR: a probabilistic approach to diversified query recommendation. CIKM 2012: 16-25 - [c40]Yifan Jin, Reynold Cheng
A filter-based protocol for continuous queries over imprecise location data. CIKM 2012: 365-374 - [c39]Ruiming Tang
A Framework for Conditioning Uncertain Relational Data. DEXA (2) 2012: 71-87 - [c38]Reynold Cheng
Evaluating Probabilistic Queries over Uncertain Matching. ICDE 2012: 1096-1107 - [c37]Xike Xie, Reynold Cheng
Evaluating Trajectory Queries over Imprecise Location Data. SSDBM 2012: 56-74 - 2011
- [j20]Wang Kay Ngai, Ben Kao, Reynold Cheng
Metric and trigonometric pruning for clustering of uncertain data in 2D geometric space. Inf. Syst. 36(2): 476-497 (2011) - [j19]Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han:
On Link-based Similarity Join. Proc. VLDB Endow. 4(11): 714-725 (2011) - [j18]Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng:
On Querying Historical Evolving Graph Sequences. Proc. VLDB Endow. 4(11): 726-737 (2011) - [j17]Tobias Farrell, Kurt Rothermel, Reynold Cheng
Processing Continuous Range Queries with Spatiotemporal Tolerance. IEEE Trans. Mob. Comput. 10(3): 320-334 (2011) - [c36]Chun Kit Chui, Ben Kao, Eric Lo
I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system. CIKM 2011: 1619-1628 - [c35]Bin Bi, Sau Dan Lee, Ben Kao, Reynold Cheng
CubeLSI: An effective and efficient method for searching resources in social tagging systems. ICDE 2011: 27-38 - 2010
- [j16]Reynold Cheng, Eric Lo, Xuan S. Yang, Ming-Hay Luk, Xiang Li, Xike Xie:
Explore or Exploit? Effective Strategies for Disambiguating Large Databases. Proc. VLDB Endow. 3(1): 815-825 (2010) - [j15]Matthias Renz, Reynold Cheng
Similarity Search and Mining in Uncertain Databases. Proc. VLDB Endow. 3(2): 1653-1654 (2010) - [j14]Reynold Cheng, Benjamin C. M. Kao, Alan Kwan, Sunil Prabhakar
Filtering Data Streams for Entity-Based Continuous Queries. IEEE Trans. Knowl. Data Eng. 22(2): 234-248 (2010) - [j13]Reynold Cheng
Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases. IEEE Trans. Knowl. Data Eng. 22(9): 1201-1202 (2010) - [c34]Liang Wang, Reynold Cheng
Accelerating probabilistic frequent itemset mining: a model-based approach. CIKM 2010: 429-438 - [c33]Jiefeng Cheng, Jeffrey Xu Yu, Reynold Cheng
On-Line Preferential Nearest Neighbor Browsing in Large Attributed Graphs. DASFAA Workshops 2010: 2-19 - [c32]Yinuo Zhang, Reynold Cheng, Jinchuan Chen:
Evaluating Continuous Probabilistic Queries Over Imprecise Sensor Data. DASFAA (1) 2010: 535-549 - [c31]Reynold Cheng
Managing uncertainty of XML schema matching. ICDE 2010: 297-308 - [c30]Reynold Cheng
UV-diagram: A Voronoi diagram for uncertain data. ICDE 2010: 796-807 - [c29]Liwen Sun, Reynold Cheng
Mining uncertain data with probabilistic guarantees. KDD 2010: 273-282
2000 – 2009
- 2009
- [j12]Dan Lin, Elisa Bertino, Reynold Cheng, Sunil Prabhakar:
Location Privacy in Moving-Object Environments. Trans. Data Priv. 2(1): 21-46 (2009) - [j11]Jinchuan Chen, Reynold Cheng
Scalable processing of snapshot and continuous nearest-neighbor queries over one-dimensional uncertain data. VLDB J. 18(5): 1219-1240 (2009) - [c28]Reynold Cheng
Evaluating probability threshold k-nearest-neighbor queries over uncertain data. EDBT 2009: 672-683 - [c27]Jiangtao Ren
Naive Bayes Classification of Uncertain Data. ICDM 2009: 944-949 - [c26]Reynold Cheng
Querying and Cleaning Uncertain Data. QuaCon 2009: 41-52 - [c25]Jinchuan Chen, Reynold Cheng
A Probabilistic Filter Protocol for Continuous Queries. QuaCon 2009: 88-97 - [c24]Zhenjie Zhang, Reynold Cheng
Minimizing the communication cost for continuous skyline maintenance. SIGMOD Conference 2009: 495-508 - [r4]Sunil Prabhakar
Data Uncertainty Management in Sensor Networks. Encyclopedia of Database Systems 2009: 647-651 - [r3]Reynold Cheng
Probabilistic Spatial Queries. Encyclopedia of Database Systems 2009: 2160-2165 - 2008
- [j10]Yuni Xia, Reynold Cheng
Indexing continuously changing data with mean-variance tree. Int. J. High Perform. Comput. Netw. 5(4): 263-272 (2008) - [j9]Reynold Cheng
Cleaning uncertain data with quality guarantees. Proc. VLDB Endow. 1(1): 722-735 (2008) - [c23]Dan Lin, Elisa Bertino, Reynold Cheng
Position transformation: a location privacy protection method for moving objects. SPRINGL 2008: 62-71 - [c22]Reynold Cheng
Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data. ICDE 2008: 973-982 - [c21]Sarvjeet Singh, Chris Mayfield, Rahul Shah, Sunil Prabhakar
Database Support for Probabilistic Attributes and Tuples. ICDE 2008: 1053-1061 - [c20]Jinchuan Chen, Reynold Cheng
Quality-Aware Probing of Uncertain Data with Resource Constraints. SSDBM 2008: 491-508 - [r2]Reynold Cheng
Spatial Data, Indexing Techniques. Encyclopedia of GIS 2008: 1078-1086 - 2007
- [j8]Reynold Cheng
Evaluation of probabilistic queries over imprecise data in constantly-evolving environments. Inf. Syst. 32(1): 104-130 (2007) - [j7]Reynold Cheng
An efficient location update mechanism for continuous queries over moving objects. Inf. Syst. 32(4): 593-620 (2007) - [j6]Song Han, Edward Chan, Reynold Cheng
A statistics-based sensor selection scheme for continuous probabilistic queries in sensor networks. Real Time Syst. 35(1): 33-58 (2007) - [j5]Yufei Tao
Range search on multidimensional uncertain data. ACM Trans. Database Syst. 32(3): 15 (2007) - [c19]Jinchuan Chen, Reynold Cheng
Efficient Evaluation of Imprecise Location-Dependent Queries. ICDE 2007: 586-595 - [c18]Sau Dan Lee, Ben Kao, Reynold Cheng
Reducing UK-Means to K-Means. ICDM Workshops 2007: 483-488 - [c17]Tobias Farrell, Reynold Cheng
Energy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances. IDEAS 2007: 129-140 - 2006
- [c16]Reynold Cheng
Efficient join processing over uncertain data. CIKM 2006: 738-747 - [c15]Wang Kay Ngai, Ben Kao, Chun Kit Chui, Reynold Cheng
Efficient Clustering of Uncertain Data. ICDM 2006: 436-445 - [c14]Michael Chau
Uncertain Data Mining: An Example in Clustering Location Data. PAKDD 2006: 199-204 - [c13]Reynold Cheng
Preserving User Location Privacy in Mobile Data Management Infrastructures. Privacy Enhancing Technologies 2006: 393-412 - 2005
- [c12]Reynold Cheng, Yuni Xia, Sunil Prabhakar
Change Tolerant Indexing for Constantly Evolving Data. ICDE 2005: 391-402 - [c11]Song Han, Edward Chan, Reynold Cheng
A Statistics-Based Sensor Selection Scheme for Continuous Probabilistic Queries in Sensor Networks. RTCSA 2005: 331-336 - [c10]Yuni Xia, Sunil Prabhakar
Indexing continuously changing data with mean-variance tree. SAC 2005: 1125-1132 - [c9]Reynold Cheng, Ben Kao, Sunil Prabhakar, Alan Kwan, Yi-Cheng Tu:
Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance. VLDB 2005: 37-48 - [c8]Yufei Tao, Reynold Cheng, Xiaokui Xiao, Wang Kay Ngai, Ben Kao, Sunil Prabhakar:
Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions. VLDB 2005: 922-933 - [c7]Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar:
U-DBMS: A Database System for Managing Constantly-Evolving Data. VLDB 2005: 1271-1274 - [r1]Reynold Cheng, Sunil Prabhakar
Sensors, Uncertainty Models, and Probabilistic Queries. Encyclopedia of Database Technologies and Applications 2005: 613-618 - 2004
- [j4]Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
Querying Imprecise Data in Moving Object Environments. IEEE Trans. Knowl. Data Eng. 16(9): 1112-1127 (2004) - [c6]Kam-yiu Lam, Reynold Cheng, BiYu Liang, Jo Chau:
Sensor node selection for execution of continuous probabilistic queries in wireless sensor networks. VSSN@MM 2004: 63-71 - [c5]Reynold Cheng, Yuni Xia, Sunil Prabhakar
Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data. VLDB 2004: 876-887 - 2003
- [j3]Reynold Cheng, Sunil Prabhakar
Managing uncertainty in sensor database. SIGMOD Rec. 32(4): 41-46 (2003) - [j2]Ben Kao, Kam-yiu Lam
Maintaining Temporal Consistency of Discrete Objects in Soft Real-Time Database Systems. IEEE Trans. Computers 52(3): 373-389 (2003) - [c4]Reynold Cheng, Sunil Prabhakar
Querying Imprecise Data in Moving Object Environments. ICDE 2003: 723-725 - [c3]Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar
Evaluating Probabilistic Queries over Imprecise Data. SIGMOD Conference 2003: 551-562 - 2002
- [j1]Kam-yiu Lam
Evaluation of concurrency control strategies for mixed soft real-time database systems. Inf. Syst. 27(2): 123-149 (2002) - 2001
- [c2]Ben Kao, Reynold Cheng:
Disk Scheduling. Real-Time Database Systems 2001: 97-107
1990 – 1999
- 1999
- [c1]Ben Kao, Kam-yiu Lam, Brad Adelberg, Reynold Cheng, Tony S. H. Lee:
Updates and View Maintenance in Soft Real-Time Database Systems. CIKM 1999: 300-307
Coauthor Index
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