Full Publication List of Bolong Zheng
2024
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DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems.
Bolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen.
The Proceedings of the VLDB Endowment (PVLDB) 2024, Guangzhou, 17(1): 1-14. -
Eraser: Eliminating Performance Regression on Learned Query Optimizer.
Lianggui Weng, Rong Zhu, Di Wu, Bolin Ding, Bolong Zheng*, Jingren Zhou.
The Proceedings of the VLDB Endowment (PVLDB) 2024, Guangzhou, 17(5): 926-938. -
PilotScope: Steering Databases with Machine Learning Drivers.
Rong Zhu, Lianggui Weng, Wenqing Wei, Di Wu, Jiazhen Peng, Yifan Wang, Bolin Ding, Defu Lian, Bolong Zheng*, Jingren Zhou.
The Proceedings of the VLDB Endowment (PVLDB) 2024, Guangzhou, 17(5): 980-993. -
A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams.
Yao Tian, Tingyun Yan, Ruiyuan Zhang, Kai Huang, Bolong Zheng, Xiaofang Zhou.
Proceedings of the ACM on Management of Data (SIGMOD) 2024, Santiago, 1(4): 264:1-264:26. -
Efficient Approximate Maximum Inner Product Search over Sparse Vectors.
Xi Zhao, Zhonghan Chen, Kai Huang, Ruiyuan Zhang, Bolong Zheng, Xiaofang Zhou.
IEEE International Conference on Data Engineering (ICDE) 2024, Utrecht, to appear. -
LDPGuard: Defenses against Data Poisoning Attacks to Local Differential Privacy Protocols.
Kai Huang, Gaoya Ouyang, Qingqing Ye, Haibo Hu, Bolong Zheng, Xi Zhao, Ruiyuan Zhang, Xiaofang Zhou.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2024, to appear.
2023
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RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion.
Bolong Zheng, Lei Bi, Ruijie Xi, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen.
ACM International Conference on Information Retrieval (SIGIR) 2023, Taipei, 1458-1467. -
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing.
Xi Zhao, Bolong Zheng*, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen.
The Proceedings of the VLDB Endowment (PVLDB) 2023, Vancouver, 16(5): 1100-1112.
[Code] -
Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks.
Bolong Zheng, Yong Ma, Jingyi Wan, Yongyong Gao, Kai Huang, Xiaofang Zhou, Christian S. Jensen.
IEEE International Conference on Data Engineering (ICDE) 2023, Anaheim, 1671-1683. -
Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search.
Bolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen.
IEEE International Conference on Data Engineering (ICDE) 2023, Anaheim, 3200-3212. -
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation.
Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2023, 35(2): 2034-2047. -
Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future Directions.
Yao Tian, Ziyang Yue, Ruiyuan Zhang, Xi Zhao, Bolong Zheng*, Xiaofang Zhou.
IEEE Data Engineering Bulletin, 2023, 47(3): 39-54. -
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
Kai Huang, Haibo Hu, Qingqing Ye, Kai Tian, Bolong Zheng, Xiaofang Zhou.
Proceedings of the ACM on Management of Data (SIGMOD) 2023, Seattle , 1(1): 51:1-51:26. -
Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces.
Xi Zhao, Yao Tian, Kai Huang, Bolong Zheng, Xiaofang Zhou.
The Proceedings of the VLDB Endowment (PVLDB) 2023, Vancouver, 16(8): 1979-1991.
[Code] -
Double Hierarchical Labeling Shortest Distance Querying in Time-dependent Road Networks.
Tangpeng Dan, Xiao Pan, Bolong Zheng, Xiaofeng Meng.
IEEE International Conference on Data Engineering (ICDE) 2023, Anaheim, 2068-2080. -
Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph.
Qizhi Wan, Changxuan Wan, Keli Xiao, Dexi Liu, Chenliang Li, Bolong Zheng, Xiping Liu and Rong Hu.
The 61st Annual Meeting of the Association for Computational Linguistics (ACL) 2023, Toronto, 10481-10492. -
面向移动对象连续k近邻查询的双层索引结构.
韩士元, 何清, 于自强, 童向荣, 郑渤龙.
软件学报, 2023, 34(6): 2789-2803.
2022
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Workload-Aware Shortest Path Distance Querying in Road Networks.
Bolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou, Christian S. Jensen.
IEEE International Conference on Data Engineering (ICDE) 2022, Kuala Lumpur, 2373-2385. -
minIL: A Simple and Small Index for String Similarity Search with Edit Distance.
Zhong Yang, Bolong Zheng*, Guohui Li, Xianzhi Wang, Xiaofang Zhou.
IEEE International Conference on Data Engineering (ICDE) 2022, Kuala Lumpur, 565-577.
[Code] -
PM-LSH: A Fast and Accurate In-Memory Framework for High-Dimensional Approximate NN and Closest Pair Search.
Bolong Zheng, Xi Zhao, Lianggui Weng, Nguyen Quoc Viet Hung, Hang Liu, Christian S. Jensen.
The VLDB Journal (VLDBJ) 2022, 31(6): 1339-1363.
[Code] -
基于深度强化学习的网约车动态路径规划.
郑渤龙, 明岭峰, 胡琦, 方一向, 郑凯, 李国徽.
计算机研究与发展, 2022, 59(2): 329-341. -
Supply-Demand Aware Deep Reinforcement Learning for Dynamic Fleet Management.
Bolong Zheng, Lingfeng Ming, Qi Hu, Zhipeng Lv, Guanfeng Liu, Xiaofang Zhou.
ACM Transactions on Intelligent Systems and Technology (TIST) 2022, 13(3): 37:1–37:19. -
Wavefront based Multiple Rumor Sources Identification by Multi-Task Learning.
Ming Dong, Bolong Zheng*, Guohui Li, Chenliang Li, Kai Zheng, Xiaofang Zhou.
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) 2022, 6(5): 1068-1078. -
Deep Reinforcement Learning based Ensemble Model for Rumor Tracking.
Guohui Li, Ming Dong, Lingfeng Ming, Changyin Luo, Han Yu, Xiaofei Hu, Bolong Zheng*.
Information Systems 2022, 103: 101772. -
Efficiently Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs.
Lu Chen, Yunjun Gao, Xingrui Huang, Christian S. Jensen, Bolong Zheng.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022, 34(10): 4781-4796. -
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks.
Tam Thanh Nguyen, Thanh Trung Huynh, Hongzhi Yin, Vinh Van Tong, Darnbi Sakong, Bolong Zheng, Quoc Viet Hung Nguyen.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022, 34(9): 4201-4214.
(Extended Abstract) IEEE International Conference on Data Engineering (ICDE) 2021, Crete, 2323-2324. -
Efficient Time-interval Augmented Spatial Keyword Queries on Road Networks.
Changyin Luo, Pengfei Wang, Yanhong Li, Bolong Zheng, Guohui Li.
Information Sciences 2022, 593: 505-526. -
Origin-Destination Traffic Prediction based on Hybrid Spatio-Temporal Network.
Tingyang Chen, Lugang Nie, Jiwei Pan, Lai Tu, Bolong Zheng, Xiang Bai.
IEEE International Conference on Data Mining (ICDM) 2022, Orlando, 879-884. (Short)
2021
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SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search.
Bolong Zheng, Lei Bi, Juan Cao, Hua Chai, Jun Fang, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen.
The Proceedings of the VLDB Endowment (PVLDB) 2021, Copenhagen, 14(12): 3056-3068. -
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries.
Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen.
IEEE International Conference on Data Engineering (ICDE) 2021, Crete, 708-719. -
SpeakNav: A Voice-based Navigation System via Route Description Language Understanding.
Lei Bi, Juan Cao, Guohui Li, Nguyen Quoc Viet Hung, Christian S. Jensen, Bolong Zheng*.
IEEE International Conference on Data Engineering (ICDE) 2021, Crete, 2669-2672. (Demo) -
SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply.
Qi Hu, Lingfeng Ming, Ruijie Xi, Lu Chen, Christian S. Jensen, Bolong Zheng*.
IEEE International Conference on Data Engineering (ICDE) 2021, Crete, 2657-2660. (Demo) -
HASTE: A Distributed System for Hybrid and Adaptive Processing on Streaming Spatial-Textual Data.
Zhong Yang, Bolong Zheng*, Chengdong Tong, Lianggui Weng, Chenliang Li, Guohui Li.
ACM International Conference on Information and Knowledge Management (CIKM) 2021, Gold Coast, 2363-2372. -
TRUST: Triangle Counting Reloaded on GPUs.
Santosh Pandey, Zhibin Wang, Sheng Zhong, Chen Tian, Bolong Zheng, Xiaoye Li, Lingda Li, Adolfy Hoisie, Caiwen Ding, Dong Li, Hang Liu.
IEEE Transactions on Parallel and Distributed Systems (TPDS) 2021, 32(11): 2646-2660. -
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems.
Pan Zhou, Chen Wang, Kehao Wang, Linke Guo, Shimin Gong, Bolong Zheng.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2021, 33(3): 824-838.
2020
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PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search.
Bolong Zheng, Xi Zhao, Lianggui Weng, Nguyen Quoc Viet Hung, Hang Liu, Christian S. Jensen.
The Proceedings of the VLDB Endowment (PVLDB) 2020, Tokyo, 13(5): 643-655.
(One of the Best Papers of VLDB 2020)
[Code] -
An Effective Fleet Management Strategy for Collaborative Spatial-Temporal Searching (GIS Cup).
Lingfeng Ming, Qi Hu, Ming Dong, Bolong Zheng*.
ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2020, Seattle, 651-654.
(Champion of 9th ACM SIGSPATIAL GIS Cup 2020)
[Code] -
Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing.
Bolong Zheng, Chenze Huang, Christian S. Jensen, Lu Chen, Nguyen Quoc Viet Hung, Guanfeng Liu, Guohui Li, Kai Zheng.
IEEE International Conference on Data Engineering (ICDE) 2020, Dallas, 973-984. -
Adaptive Top-k Overlap Set Similarity Joins.
Zhong Yang, Bolong Zheng*, Guohui Li, Xi Zhao, Xiaofang Zhou, Christian S. Jensen.
IEEE International Conference on Data Engineering (ICDE) 2020, Dallas, 1081-1092. -
Answering Why-Not Group Spatial Keyword Queries.
Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020, 32(1): 26-39.
(Extended Abstract) IEEE International Conference on Data Engineering (ICDE) 2019, Macau, 2155-2156. -
Time-Aspect-Sentiment Recommendation Models Based on Novel Similarity Measure Methods.
Guohui Li, Qi Chen, Bolong Zheng*, Nguyen Quoc Viet Hung, Pan Zhou, Guanfeng Liu.
ACM Transactions on Web (TWEB) 2020, 14(2): 5:1–5:26. -
Searching Activity Trajectories by Exemplar.
Zhong Yang, Bolong Zheng*, Guohui Li, Nguyen Quoc Viet Hung, Guanfeng Liu, Kai Zheng.
ACM/IMS Transactions on Data Science (TDS) 2020, 1(3): 19:1–19:18. -
Group based Recurrent Neural Networks for POI Recommendation.
Guohui Li, Qi Chen, Bolong Zheng*, Hongzhi Yin, Nguyen Quoc Viet Hung, Xiaofang Zhou.
ACM/IMS Transactions on Data Science (TDS) 2020, 1(1): 3:1–3:18. -
Misinformation-oriented Expert Finding in Social Networks.
Guohui Li, Ming Dong, Fuming Yang, Jun Zeng, Jiansen Yuan, Congyuan Jin, Nguyen Quoc Viet Hung, Phan Thanh Cong, Bolong Zheng*.
World Wide Web: Internet and Web Information Systems (WWWJ) 2020, 23(2): 693-714. -
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort.
Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen and Nguyen Quoc Viet Hung.
ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR) 2020, Xi’an, 2165-2168. (Demo) -
A Survey of Trajectory Distance Measures and Performance Evaluation.
Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng.
The VLDB Journal (VLDBJ) 2020, 29(1): 3-32. -
Reference-based Framework for Spatio-temporal Trajectory Compression and Query Processing.
Kai Zheng, Yan Zhao, Defu Lian, Bolong Zheng, Guanfeng Liu, Xiaofang Zhou.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020, 32(11): 2227-2240. -
Strong Social Graph Based Trust-Oriented Graph Pattern Matching with Multiple Constraints.
Guanfeng Liu, Yurong Wang, Zhixu Li, Bolong Zheng, Kai Zheng.
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) 2020, 4(5): 675-685. -
Efficient and Robust Data Augmentation for Trajectory Analytics: A Similarity-based Approach.
Dan He, Sibo Wang, Boyu Ruan, Bolong Zheng, Xiaofang Zhou.
World Wide Web: Internet and Web Information Systems (WWWJ) 2020, 23(1): 361-387. -
Temporal Paths Discovery with Multiple Constraints in Attributed Dynamic Graphs.
Anqi Zhao, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng.
World Wide Web: Internet and Web Information Systems (WWWJ) 2020, 23(1): 313-336. -
Intention-based Destination Recommendation in Navigation Systems.
Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su.
The International Conference on Database Systems for Advanced Applications (DASFAA) 2020, Jeju Island, 698-710.
2019
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An Effective Partitioning Approach for Competitive Spatial-Temporal Searching (GIS Cup).
Qi Hu, Lingfeng Ming, Chengdong Tong, Bolong Zheng*.
ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2019, Chicago, 620-623.
(Honorable Mention of 8th ACM SIGSPATIAL GIS Cup 2019) -
Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs.
Lu Chen, Yunjun Gao, Yuanliang Zhang, Christian S. Jensen, Bolong Zheng.
IEEE International Conference on Data Engineering (ICDE) 2019, Macau, 256-267.
(One of the Best Papers of ICDE 2019) -
Multiple Rumor Source Detection with Graph Convolutional Networks.
Ming Dong, Bolong Zheng*, Nguyen Quoc Viet Hung, Han Su, Guohui Li.
ACM International Conference on Information and Knowledge Management (CIKM) 2019, Beijing, 569-578. -
Searching Activity Trajectory with Keywords.
Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou, Nguyen Quoc Viet Hung, Chenliang Li.
World Wide Web: Internet and Web Information Systems (WWWJ) 2019, 22(3): 967-1000. -
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms.
Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Nguyen Quoc Viet Hung, Bela Stantic.
The Proceedings of the VLDB Endowment (PVLDB) 2019, Los Angeles, 12(9): 1016-1029. -
User Guidance for Efficient Fact Checking.
Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Nguyen Quoc Viet Hung, Bela Stantic.
The Proceedings of the VLDB Endowment (PVLDB) 2019, Los Angeles, 12(8): 850-863. -
PerRD: A System for Personalized Route Description.
Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng.
IEEE International Conference on Data Engineering (ICDE) 2019, Macau, 1658-1661. (Short) -
Efficient User Guidance for Validating Participatory Sensing Data.
Phan Thanh Cong, Thanh Tam Nguyen, Hongzhi Yin, Bolong Zheng, Nguyen Quoc Viet Hung, Bela Stantic.
ACM Transactions on Intelligent Systems and Technology (TIST) 2019, 10(4): 37:1–37:30. -
A Context-Aware User-Item Representation Learning for Item Recommendation.
Libing Wu, Cong Quan, Chenliang Li, Qian Wang, Bolong Zheng, Xiangyang Luo.
ACM Transactions on Information Systems (TOIS) 2019, 37(2): 22:1-22:29. -
Personalized Route Description Based On Historical Trajectories.
Han Su, Guanglin Cong, Wei Chen, Bolong Zheng, Kai Zheng.
ACM International Conference on Information and Knowledge Management (CIKM) 2019, Beijing, 79-88. -
DMFP: A Dynamic Multi-faceted Fine-grained Preference Model for Recommendation.
Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng.
IEEE International Conference on Data Mining (ICDM) 2019, Beijing, 608-617. -
A Framework for Parallel Map-Matching at Scale using Spark.
Douglas Alves Peixoto, Nguyen Quoc Viet Hung, Bolong Zheng, Xiaofang Zhou.
Distributed and Parallel Databases (DAPD) 2019, 37(4): 697-720. -
Social Context-Aware Trust Paths Finding for Trustworthy Service Provider Selection in Social Media.
Junwen Lu, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng.
Multimedia Tools and Applications (MTAP) 2019, 78(17): 24473-24500. -
Spatial Temporal Trajectory Similarity Join.
Tangpeng Dan, Changyin Luo, Yanhong Li, Bolong Zheng, Guohui Li.
Asia-Pacific Web and Web-Age Information Management Joint International Conference on Web and Big Data (APWeb-WAIM) 2019, Chengdu, 251-259.
2018
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SharkDB: An In-memory Column-oriented Storage for Trajectory Analysis.
Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang.
World Wide Web: Internet and Web Information Systems (WWWJ) 2018, 21(2): 455-485. -
Modeling Travel Behavior Similarity with Trajectory Embedding.
Wenyan Yang, Yan Zhao, Bolong Zheng*, Guanfeng Liu, Kai Zheng.
The International Conference on Database Systems for Advanced Applications (DASFAA) 2018, Gold Coast, 630-646. -
Origin-Destination Trajectory Diversity Analysis: Efficient Top-k Diversified Search.
Dan He, Boyu Ruan, Bolong Zheng*, Xiaofang Zhou.
IEEE International Conference on Mobile Data Management (MDM) 2018, Aalborg, 135-144. -
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression.
Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Nguyen Quoc Viet Hung, Kai Zheng.
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD) 2018, London, 2797-2806. -
What-if Analysis with Conflicting Goals: Recommending Data Ranges for Exploration.
Nguyen Quoc Viet Hung, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Nguyen Thanh Tam, Bela Stantic.
IEEE International Conference on Data Engineering (ICDE) 2018, Paris, 89-100. -
A Time-aware Path-based Publish/Subscribe Framework.
Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng.
The International Conference on Database Systems for Advanced Applications (DASFAA) 2018, Gold Coast, 511-528. -
Concept for Evaluation of Techniques for Trajectory Distance Measures.
Douglas Alves Peixoto, Han Su, Nguyen Quoc Viet Hung, Bela Stantic, Bolong Zheng, Xiaofang Zhou.
IEEE International Conference on Mobile Data Management (MDM) 2018, Aalborg, 276-277. (Demo) -
Location Prediction in Social Networks.
Rong Liu, Guanglin Cong, Bolong Zheng, Kai Zheng, Han Su.
Asia-Pacific Web and Web-Age Information Management Joint International Conference on Web and Big Data (APWeb-WAIM) 2018, Macau, 151-165. -
Predicting Passenger’s Public Transportation Travel Route Using Smart Card Data.
Chen Yang, Wei Chen, Bolong Zheng, Tieke He, Kai Zheng, Han Su.
Asia-Pacific Web and Web-Age Information Management Joint International Conference on Web and Big Data (APWeb-WAIM) 2018, Macau, 199-213. -
Reverse Top-k Query on Uncertain Preference.
Guohui Li, Qi Chen, Bolong Zheng, Xiaosong Zhao.
Asia-Pacific Web and Web-Age Information Management Joint International Conference on Web and Big Data (APWeb-WAIM) 2018, Macau, 350-358. -
Trajectory Set Similarity Measure: An EMD-Based Approach.
Dan He, Boyu Ruan, Bolong Zheng, Xiaofang Zhou.
Australian Database Conference (ADC) 2018, Gold Coast, 28-40.
2017 and Before
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Efficient Clue-based Route Search on Road Networks.
Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, Guohui Li.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2017, 29(9): 1846-1859.
(Extended Abstract) IEEE International Conference on Data Engineering (ICDE) 2018, Paris, 1783-1784. -
Keyword-Aware Continuous kNN Query on Road Networks.
Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, Guohui Li.
IEEE International Conference on Data Engineering (ICDE) 2016, Helsinki, 871-882. -
Approximate Keyword Search in Semantic Trajectory Database.
Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie, Shazia Sadiq, Xiaofang Zhou.
IEEE International Conference on Data Engineering (ICDE) 2015, Seoul, 975-986. -
Popularity-aware Spatial Keyword Search on Activity Trajectories.
Kai Zheng, Bolong Zheng*, Jiajie Xu, Guanfeng Liu, An Liu, Zhixu Li.
World Wide Web: Internet and Web Information Systems (WWWJ) 2017, 20(4): 749-773. -
GPS-Simulated Trajectory Detection.
Han Su, Wei Chen, Rong Liu, Min Nie, Bolong Zheng*, Zehao Huang, Defu Lian.
The International Conference on Database Systems for Advanced Applications (DASFAA) 2017, Soochow, 581-593. -
Landmark-based Route Recommendation with Crowd Intelligence.
Bolong Zheng, Han Su, Kai Zheng, Xiaofang Zhou.
Data Science and Engineering (DSE) 2016, 1(2): 86-100. -
Efficient Retrieval of Top-k Most Similar Users from Travel Smart Card Data.
Bolong Zheng, Kai Zheng, Mohamed A Sharaf, Xiaofang Zhou, Shazia Sadiq.
IEEE International Conference on Mobile Data Management (MDM) 2014, Brisbane, 259-268. -
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs.
Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu.
The Proceedings of the VLDB Endowment (PVLDB) 2017, Rio de Janeiro, 11(1): 14-26. -
PaRE: A System for Personalized Route Guidance.
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Tieke He, Cyrus Shahabi.
International World Wide Web Conference (WWW) 2017, Perth, 637-646. -
PerNav: A Route Summarization Framework for Personalized Navigation.
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi.
ACM International Conference on Management of Data (SIGMOD) 2016, San Francisco, 2125-2128. (Demo) -
Interactive Top-k Spatial Keyword Queries.
Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou.
IEEE International Conference on Data Engineering (ICDE) 2015, Seoul, 423-434. -
SharkDB: An In-memory Column-oriented Trajectory Storage.
Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou, Shazia Sadiq.
ACM International Conference on Information and Knowledge Management (CIKM) 2014, Shanghai, 1409-1418. -
Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing.
Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou.
IEEE International Conference on Mobile Data Management (MDM) 2014, Brisbane, 13-22.