Baihua Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 109

Top Venues

CoRR

ICDE

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

Publications

Hanyuan Zhang, Yuqi Chen, Xinyu Zhang, Qize Jiang, Liang Li, Baihua Zheng, Weiwei Sun
Modeling Route Representation With Mixed-Scale Hierarchical Transformer. ICASSP (2024)
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
GTS: GPU-based Tree Index for Fast Similarity Search. Proc. ACM Manag. Data 2 (3) (2024)
Rui Zhu, Yujin Jia, Xiaochun Yang, Baihua Zheng, Bin Wang, Chuanyu Zong
Multiple Continuous Top-K Queries Over Data Stream. ICDE (2024)
Hanyuan Zhang, Xinyu Zhang, Qize Jiang, Liang Li, Baihua Zheng, Weiwei Sun
Trajectory set Empowered Hypergraph Transformer for Mobile Sensor Based Traffic Prediction. ICASSP (2024)
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
GTS: GPU-based Tree Index for Fast Similarity Search. CoRR (2024)
Yifan Zhu, Lu Chen, Yunjun Gao, Ruiyao Ma, Baihua Zheng, Jingwen Zhao
HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric Spaces. ICDE (2024)
Yuqi Chen, Hanyuan Zhang, Weiwei Sun, Baihua Zheng
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer. ICDE (2023)
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
LDPTrace: Locally Differentially Private Trajectory Synthesis. Proc. VLDB Endow. 16 (8) (2023)
Congcong Ge, Pengfei Wang, Lu Chen, Xiaoze Liu, Baihua Zheng, Yunjun Gao
CollaborEM: A Self-Supervised Entity Matching Framework Using Multi-Features Collaboration. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Rui Zhu, Bin Wang, Xiaochun Yang, Baihua Zheng
Closest Pairs Search Over Data Stream. Proc. ACM Manag. Data 1 (3) (2023)
Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition (Poster Abstract). ACM TUR-C (2023)
Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng
A Data-Driven Approach for Scheduling Bus Services Subject to Demand Constraints. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Zhangqing Shan, Weiwei Sun, Baihua Zheng
Extract Human Mobility Patterns Powered by City Semantic Diagram : Extended Abstract. ICDE (2023)
Chen Zhang, Baihua Zheng, Fugee Tsung
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. Data Min. Knowl. Discov. 37 (3) (2023)
Lu Chen, Yuxiang Guo, Congcong Ge, Baihua Zheng, Yunjun Gao
Cross-source Data Error Detection Approach Based on Federated Learning. Int. J. Softw. Informatics 13 (1) (2023)
David Alexander Tedjopurnomo, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury, A. K. Qin
A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (Extended Abstract). ICDE (2023)
Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution. KDD (2023)
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
LDPTrace: Locally Differentially Private Trajectory Synthesis. CoRR (2023)
Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng
MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data. ICDE (2023)
Christophe Claramunt, Christine Bassem, Demetrios Zeinalipour-Yazti, Baihua Zheng, Goce Trajcevski, Kristian Torp
Spatial Data Management for Green Mobility. SIGSPATIAL/GIS (2023)
Yifan Zhu, Lu Chen, Yunjun Gao, Baihua Zheng, Pengfei Wang
DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces. Proc. VLDB Endow. 15 (10) (2022)
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
Self-Guided Learning to Denoise for Robust Recommendation. CoRR (2022)
Zhangqing Shan, Weiwei Sun, Baihua Zheng
Extract Human Mobility Patterns Powered by City Semantic Diagram. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. CoRR (2022)
Songsong Mo, Zhifeng Bao, Baihua Zheng, Zhiyong Peng
Towards an Optimal Bus Frequency Scheduling: When the Waiting Time Matters. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Xing Yang, Chen Zhang, Baihua Zheng
Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR (2022)
Liang Li, Baihua Zheng, Weiwei Sun
Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashing. CoRR (2022)
Liang Li, Baihua Zheng, Weiwei Sun
Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashing. ACM Multimedia (2022)
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
Self-Guided Learning to Denoise for Robust Recommendation. SIGIR (2022)
Yuqi Chen, Hanyuan Zhang, Weiwei Sun, Baihua Zheng
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer. CoRR (2022)
Qize Jiang, Minhao Qin, Shengmin Shi, Weiwei Sun, Baihua Zheng
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method. CoRR (2022)
David Alexander Tedjopurnomo, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury, Alex Kai Qin
A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Qize Jiang, Minhao Qin, Shengmin Shi, Weiwei Sun, Baihua Zheng
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method. IJCAI (2022)
Keyu Yang, Yunjun Gao, Lei Liang, Song Bian, Lu Chen, Baihua Zheng
CrowdTC: Crowd-powered Learning for Text Classification. ACM Trans. Knowl. Discov. Data 16 (1) (2022)
Juan Nathaniel, Baihua Zheng
Context-Aware Graph Convolutional Network for Dynamic Origin-Destination Prediction. IEEE BigData (2021)
Bin Cao, Yuqi Liu, Chenyu Hou, Jing Fan, Baihua Zheng, Jianwei Yin
Expediting the Accuracy-Improving Process of SVMs for Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao
LargeEA: Aligning Entities for Large-scale Knowledge Graphs. Proc. VLDB Endow. 15 (2) (2021)
Munkh-Erdene Yadamjav, Farhana Murtaza Choudhury, Zhifeng Bao, Baihua Zheng
Time Period-Based Top-k Semantic Trajectory Pattern Query. DASFAA (1) (2021)
Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao
LargeEA: Aligning Entities for Large-scale Knowledge Graphs. CoRR (2021)
Qize Jiang, Jingze Li, Weiwei Sun, Baihua Zheng
Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning. IJCAI (2021)
Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao
Make It Easy: An Effective End-to-End Entity Alignment Framework. SIGIR (2021)
Xiancai Tian, Baihua Zheng, Yazhe Wang, Hsiao-Ting Huang, Chih-Chieh Hung
TRIPDECODER: Study Travel Time Attributes and Route Preferences of Metro Systems from Smart Card Data. Trans. Data Sci. 2 (3) (2021)
Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition. ICDE (2021)
Yipeng Zhang, Yuchen Li, Zhifeng Bao, Baihua Zheng, H. V. Jagadish
Minimizing the Regret of an Influence Provider. SIGMOD Conference (2021)
Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng, Fugee Tsung
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach. ECML/PKDD (1) (2021)
Congcong Ge, Pengfei Wang, Lu Chen, Xiaoze Liu, Baihua Zheng, Yunjun Gao
CollaborER: A Self-supervised Entity Resolution Framework Using Multi-features Collaboration. CoRR (2021)
Tianming Zhang, Yunjun Gao, Baihua Zheng, Lu Chen, Shiting Wen, Wei Guo
Towards distributed node similarity search on graphs. World Wide Web 23 (6) (2020)
Songsong Mo, Zhifeng Bao, Baihua Zheng, Zhiyong Peng
FASTS: A Satisfaction-Boosting Bus Scheduling Assistant. Proc. VLDB Endow. 13 (12) (2020)
Xiancai Tian, Chen Zhang, Baihua Zheng
Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data. CoRR (2020)
Xiancai Tian, Baihua Zheng, Yazhe Wang, Hsiao-Ting Huang, Chih-Chieh Hung
TRIPDECODER: Study Travel Time Attributes and Route Preferences of Metro Systems from Smart Card Data. CoRR (2020)
Keyu Yang, Yunjun Gao, Lei Liang, Song Bian, Lu Chen, Baihua Zheng
CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification. CoRR (2020)
Hanyuan Zhang, Xinyu Zhang, Qize Jiang, Baihua Zheng, Zhenbang Sun, Weiwei Sun, Changhu Wang
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching. IJCAI (2020)
Songsong Mo, Zhifeng Bao, Baihua Zheng, Zhiyong Peng
Bus Frequency Optimization: When Waiting Time Matters in User Satisfaction. DASFAA (2) (2020)
Songsong Mo, Zhifeng Bao, Baihua Zheng, Zhiyong Peng
Bus Frequency Optimization: When Waiting Time Matters in User Satisfaction. CoRR (2020)
Hao Wu, Hanyuan Zhang, Xinyu Zhang, Weiwei Sun, Baihua Zheng, Yuning Jiang
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories. AAAI (2020)
Hao Wu, Hanyuan Zhang, Xinyu Zhang, Weiwei Sun, Baihua Zheng, Yuning Jiang
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories. CoRR (2020)
Congcong Ge, Yunjun Gao, Honghui Weng, Chong Zhang, Xiaoye Miao, Baihua Zheng
KGClean: An Embedding Powered Knowledge Graph Cleaning Framework. CoRR (2020)
Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Probabilistic Value Selection for Space Efficient Model. MDM (2020)
Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Probabilistic Value Selection for Space Efficient Model. CoRR (2020)
Munkh-Erdene Yadamjav, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury, Hanan Samet
Querying Recurrent Convoys over Trajectory Data. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Munkh-Erdene Yadamjav, Zhifeng Bao, Farhana Murtaza Choudhury, Hanan Samet, Baihua Zheng
Querying Continuous Recurrent Convoys of Interest. SIGSPATIAL/GIS (2019)
Xiancai Tian, Baihua Zheng
Study Group Travel Behaviour Patterns From Large-Scale Smart Card Data. IEEE BigData (2019)
Keyu Yang, Xin Ding, Yuanliang Zhang, Lu Chen, Baihua Zheng, Yunjun Gao
Distributed Similarity Queries in Metric Spaces. Data Sci. Eng. 4 (2) (2019)
Xiaochun Yang, Bin Wang, Kai Yang, Chengfei Liu, Baihua Zheng
A Novel Representation and Compression for Queries on Trajectories in Road Networks (Extended Abstract). ICDE (2019)
Tianming Zhang, Yunjun Gao, Lu Chen, Wei Guo, Shiliang Pu, Baihua Zheng, Christian S. Jensen
Efficient distributed reachability querying of massive temporal graphs. VLDB J. 28 (6) (2019)
Qize Jiang, Weiwei Sun, Baihua Zheng, Kunjie Chen
Efficient Algorithms for Solving Aggregate Keyword Routing Problems. DASFAA (2) (2019)
Bin Cao, Chenyu Hou, Suifei Li, Jing Fan, Jianwei Yin, Baihua Zheng, Jie Bao
$\sf {SIMkNN}$: A Scalable Method for in-MemorykNN Search over Moving Objects in Road Networks. IEEE Trans. Knowl. Data Eng. 30 (10) (2018)
Xin Ding, Yuanliang Zhang, Lu Chen, Yunjun Gao, Baihua Zheng
Distributed k-Nearest Neighbor Queries in Metric Spaces. APWeb/WAIM (1) (2018)
Xiancai Tian, Baihua Zheng
Using Smart Card Data to Model Commuters' Responses Upon Unexpected Train Delays. IEEE BigData (2018)
Rui Zhu, Bin Wang, Xiaochun Yang, Baihua Zheng, Guoren Wang
SAP: Improving Continuous Top-K Queries over Streaming Data. ICDE (2018)
Hanyuan Zhang, Hao Wu, Weiwei Sun, Baihua Zheng
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision. IJCAI (2018)
Hanyuan Zhang, Hao Wu, Weiwei Sun, Baihua Zheng
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision. CoRR (2018)
Lu Chen, Yunjun Gao, Yuanliang Zhang, Sibo Wang, Baihua Zheng
Scalable Hypergraph-Based Image Retrieval and Tagging System. ICDE (2018)
Yazhe Wang, Chih-Chieh Hung, Baihua Zheng, Ee-Peng Lim
TripDecoder: Inferring Routes of Passengers of Mass Rapid Transit Systems by Smart Card Transaction Data. ICDM Workshops (2018)
Yazhe Wang, Baihua Zheng, Ee-Peng Lim
Understanding the effects of taxi ride-sharing - A case study of Singapore. Comput. Environ. Urban Syst. 69 (2018)
Xiaochun Yang, Bin Wang, Kai Yang, Chengfei Liu, Baihua Zheng
A Novel Representation and Compression for Queries on Trajectories in Road Networks. IEEE Trans. Knowl. Data Eng. 30 (4) (2018)
Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen
Metric Similarity Joins Using MapReduce (Extended Abstract). ICDE (2018)
Yunjun Gao, Xiaoye Miao, Gang Chen, Baihua Zheng, Deng Cai, Huiyong Cui
On efficiently finding reverse k-nearest neighbors over uncertain graphs. VLDB J. 26 (4) (2017)
Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng
Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. ICDE (2017)
Hao Wu, Weiwei Sun, Baihua Zheng
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling. CIKM (2017)
Lu Chen, Yunjun Gao, Baihua Zheng, Christian S. Jensen, Hanyu Yang, Keyu Yang
Pivot-based Metric Indexing. Proc. VLDB Endow. 10 (10) (2017)
Hao Wu, Weiwei Sun, Baihua Zheng, Li Yang, Wei Zhou
CLSTERS: A General System for Reducing Errors of Trajectories Under Challenging Localization Situations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen
Metric Similarity Joins Using MapReduce. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Hao Wu, Ziyang Chen, Weiwei Sun, Baihua Zheng, Wei Wang
Modeling Trajectories with Recurrent Neural Networks. IJCAI (2017)
Lu Chen, Yunjun Gao, Aoxiao Zhong, Christian S. Jensen, Gang Chen, Baihua Zheng
Indexing metric uncertain data for range queries and range joins. VLDB J. 26 (4) (2017)
Rui Zhu, Bin Wang, Xiaochun Yang, Baihua Zheng, Guoren Wang
SAP: Improving Continuous Top-K Queries Over Streaming Data. IEEE Trans. Knowl. Data Eng. 29 (6) (2017)
Yunheng Han, Weiwei Sun, Baihua Zheng
COMPRESS: A Comprehensive Framework of Trajectory Compression in Road Networks. ACM Trans. Database Syst. 42 (2) (2017)
Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui
Top-k dominating queries on incomplete data. ICDE (2016)
Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng
Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui
Top-k Dominating Queries on Incomplete Data. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Hao Wu, Jiangyun Mao, Weiwei Sun, Baihua Zheng, Hanyuan Zhang, Ziyang Chen, Wei Wang
Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics. KDD (2016)
Xiaoye Miao, Yunjun Gao, Gang Chen, Baihua Zheng, Huiyong Cui
Processing Incomplete k Nearest Neighbor Search. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Qing Liu, Yunjun Gao, Gang Chen, Baihua Zheng, Linlin Zhou
Answering why-not and why questions on reverse top-k queries. VLDB J. 25 (6) (2016)
Yunjun Gao, Jingwen Zhao, Baihua Zheng, Gang Chen
Efficient Collective Spatial Keyword Query Processing on Road Networks. IEEE Trans. Intell. Transp. Syst. 17 (2) (2016)
Hao Wu, Weiwei Sun, Baihua Zheng
Is only one gps position sufficient to locate you to the road network accurately? UbiComp (2016)
Xiaochun Yang, Tao Qiu, Bin Wang, Baihua Zheng, Yaoshu Wang, Chen Li
Negative Factor: Improving Regular-Expression Matching in Strings. ACM Trans. Database Syst. 40 (4) (2016)
Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen, Baihua Zheng
Indexing Metric Uncertain Data for Range Queries. SIGMOD Conference (2015)
Weiwei Sun, Chong Chen, Baihua Zheng, Chunan Chen, Liang Zhu, Weimo Liu, Yan Huang
Fast optimal aggregate point search for a merged set on road networks. Inf. Sci. 310 (2015)
Yunjun Gao, Qing Liu, Baihua Zheng, Li Mou, Gang Chen, Qing Li
On processing reverse k-skyband and ranked reverse skyline queries. Inf. Sci. 293 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Baihua Zheng