Yu Zheng

324 papers A* 79A 14B 13C 1Misc 8Journal 151Unranked 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Yi Wang, Zhenghong Wang, Fan Zhang, Chaogui Kang, Sijie Ruan, Di Zhu, Chengling Tang, Zhongfu Ma, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2026 J jnl
EAR-MM: An Efficient Adaptive and Robust Algorithm for Streaming Map Matching.
IEEE Trans. Intell. Transp. Syst.
Yangyang Sun, Tianyu Huang, Zijian Zhang, Ruiyuan Li, Chao Chen, Yu Zheng
2026 J jnl
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World.
ACM Trans. Intell. Syst. Technol.
Yu Zheng
2026 J jnl
LCMF: A LLM-enhanced cross-modal fusion framework for universal temporal forecasting.
Knowl. Based Syst.
Shengdong Du, Junlong Jiang, Haochen Shi, Yan Yang, Junbo Zhang, Tianrui Li, Yu Zheng
2026 J jnl
NuwaDynamics+: A Causality-Aware Generative Framework for Spatio-Temporal Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Kun Wang, Yifan Duan, Hao Wu, Jian Zhao, Kai Wang, Zhengyang Zhou, Yuxuan Liang, Xu Wang, Yang Wang, Yu Zheng, Xuelong Li
2025 J jnl
A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
CoRR
Yi Wang, Zhenghong Wang, Fan Zhang, Chengling Tang, Chaogui Kang, Di Zhu, Zhongfu Ma, Sijie Ruan, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2025 J jnl
A Knowledge-Guided Pre-Training Temporal Data Analysis Foundation Model for Urban Computing.
IEEE Trans. Knowl. Data Eng.
Haochen Shi, Shengdong Du, Yan Yang, Junbo Zhang, Tianrui Li, Yu Zheng
2025 A* conf
AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction.
ICDE
Huaxu Han, Shuliang Wang, Sijie Ruan, Qianyu Yang, Yuxuan Liang, Ziqiang Yuan, Cheng Long, Hanning Yuan, Yu Zheng
2025 J jnl
Adaptive Encoding Strategies for Lossless Floating-Point Compression.
IEEE Internet Things J.
Zheng Li, Ruiyuan Li, Xiaolong Xu, Yi Wu, Chao Chen, Tong Liu, Jiaxing Shang, Yu Zheng
2025 J jnl
ComS2T: A Complementary Spatiotemporal Learning System for Data-Adaptive Model Evolution.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yu Zheng, Yang Wang
2025 J jnl
Deep Learning Super-Resolution-Based Channel Completion for Massive MISO Systems.
IEEE Signal Process. Lett.
Keke Zu, Yuhan He, Hongyang Chen, Yu Zheng, Martin Haardt
2025 J jnl
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook.
Inf. Fusion
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang
2025 J jnl
DiST: Efficient Distributed Spatio-Temporal Clustering With Automatic Parameter Optimization.
IEEE Trans. Knowl. Data Eng.
Jiajun Li, Shuxiang Gou, Ruiyuan Li, Huajun He, Wenhui Li, Yu Zheng
2025 — conf
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting.
KDD (1)
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Yuxuan Liang, Yu Zheng, Qingsong Wen, Kun Wang
2025 J jnl
EMBANet: A flexible efficient multi-branch attention network.
Neural Networks
Keke Zu, Hu Zhang, Lei Zhang, Jian Lu, Chen Xu, Hongyang Chen, Yu Zheng
2025 J jnl
GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation.
Neural Networks
Wenqian Mu, Jiyuan Liu, Yongshun Gong, Ji Zhong, Wei Liu, Haoliang Sun, Xiushan Nie, Yilong Yin, Yu Zheng
2025 A conf
General Adaptive Memory Allocation for Learned Bloom Filters.
CIKM
You Shang, Xiang He, Ruiyuan Li, Yingying Sun, Guanyao Li, Guangchao Yang, Junbo Zhang, Yu Zheng
2025 J jnl
GeoMAE: Masking Representation Learning for Spatio-Temporal Graph Forecasting with Missing Values.
CoRR
Songyu Ke, Chenyu Wu, Yuxuan Liang, Xiuwen Yi, Yanping Sun, Junbo Zhang, Yu Zheng
2025 J jnl
Learning-Based Distributed Spatio-Temporal $k$k Nearest Neighbors Join.
IEEE Trans. Big Data
Ruiyuan Li, Jiajun Li, Minxin Zhou, Rubin Wang, Huajun He, Chao Chen, Jie Bao, Yu Zheng
2025 J jnl
M-STAR: Multi-Scale Spatiotemporal Autoregression for Human Mobility Modeling.
CoRR
Yuxiao Luo, Songming Zhang, Sijie Ruan, Siran Chen, Kang Liu, Yang Xu, Yu Zheng, Ling Yin
2025 J jnl
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting.
IEEE Trans. Intell. Transp. Syst.
Qingxiang Liu, Sheng Sun, Yuxuan Liang, Xiaolong Xu, Min Liu, Muhammad Bilal, Yuwei Wang, Xujing Li, Yu Zheng
2025 J jnl
STDA: Spatio-Temporal Deviation Alignment Learning for Cross-City Fine-Grained Urban Flow Inference.
IEEE Trans. Knowl. Data Eng.
Min Yang, Xiaoyu Li, Bin Xu, Xiushan Nie, Muming Zhao, Chengqi Zhang, Yu Zheng, Yongshun Gong
2025 J jnl
Spatial Meta Learning With Comprehensive Prior Knowledge Injection for Service Time Prediction.
IEEE Trans. Knowl. Data Eng.
Shuliang Wang, Qianyu Yang, Sijie Ruan, Cheng Long, Ye Yuan, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng
2025 A conf
Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted Learning.
CIKM
Huiling Qin, Ming Wang, Yuanxun Li, Junbo Zhang, Yu Zheng
2025 A conf
Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts.
CIKM
Chenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng
2025 J jnl
Spatio-Temporal Multivariate Probabilistic Modeling for Traffic Prediction.
IEEE Trans. Knowl. Data Eng.
Yang An, Zhibin Li, Xiaoyu Li, Wei Liu, Xinghao Yang, Haoliang Sun, Meng Chen, Yu Zheng, Yongshun Gong
2025 — conf
The 14th International Workshop on Urban Computing.
KDD (2)
Yuxuan Liang, Yu Zheng, Chuishi Meng, Yanhua Li, Jieping Ye, Philip S. Yu, Ouri Wolfson
2025 — conf
The International Workshop on Spatio-Temporal Data Mining from the Web.
WWW (Companion Volume)
Yuxuan Liang, Hao Xue, Ming Jin, Flora Salim, Qingsong Wen, Yong Li, Roger Zimmermann, Yu Zheng
2025 J jnl
Towards better illegal chemical facility detection with hazardous chemicals transportation trajectories.
J. Vis.
Junxiu Tang, Huimin Ren, Zikun Deng, Di Weng, Tan Tang, Lingyun Yu, Jie Bao, Yu Zheng, Yingcai Wu
2025 B conf
Urban Computing: Enabling Spatio-Temporal Intelligences in Cities.
IEEE Big Data
Yu Zheng
2024 J jnl
An Efficient System for Large-Scale Collaborative Tasks in Government.
Hum. Centric Intell. Syst.
Lulu Wang, Huajun He, Zheyi Pan, Jie Bao, Yu Zheng
2024 J jnl
Coupling Makes Better: An Intertwined Neural Network for Taxi and Ridesourcing Demand Co-Prediction.
IEEE Trans. Intell. Transp. Syst.
Jie Zhao, Chao Chen, Wanyi Zhang, Ruiyuan Li, Fuqiang Gu, Songtao Guo, Jun Luo, Yu Zheng
2024 J jnl
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond.
CoRR
Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng
2024 J jnl
DelvMap: Completing Residential Roads in Maps Based on Couriers' Trajectories and Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Shuliang Wang, Ziyu Wang, Sijie Ruan, Haoyu Han, Keqin Xiong, Hanning Yuan, Ziqiang Yuan, Guoqing Li, Jie Bao, Yu Zheng
2024 J jnl
Dual-track spatio-temporal learning for urban flow prediction with adaptive normalization.
Artif. Intell.
Xiaoyu Li, Yongshun Gong, Wei Liu, Yilong Yin, Yu Zheng, Liqiang Nie
2024 J jnl
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting.
CoRR
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Kai Wang, Yuxuan Liang, Yu Zheng, Kun Wang
2024 A conf
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning.
ECAI
Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng
2024 B conf
GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference.
IJCNN
Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng
2024 A* conf
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning.
WWW
Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong
2024 J jnl
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning.
CoRR
Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong
2024 J jnl
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting.
Knowl. Based Syst.
Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li, Yu Zheng
2024 A* conf
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling.
ICLR
Kun Wang, Hao Wu, Yifan Duan, Guibin Zhang, Kai Wang, Xiaojiang Peng, Yu Zheng, Yuxuan Liang, Yang Wang
2024 J jnl
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting.
CoRR
Qingxiang Liu, Sheng Sun, Yuxuan Liang, Xiaolong Xu, Min Liu, Muhammad Bilal, Yuwei Wang, Xujing Li, Yu Zheng
2024 J jnl
Shadow backdoor attack: Multi-intensity backdoor attack against federated learning.
Comput. Secur.
Qixian Ren, Yu Zheng, Chao Yang, Yue Li, Jian-Feng Ma
2024 A* conf
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction.
KDD
Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng
2024 J jnl
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
IEEE Trans. Knowl. Data Eng.
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, Yu Zheng
2024 A* conf
TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores.
ICDE
Huajun He, Zihang Xu, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng
2024 A* conf
The 13th International Workshop on Urban Computing.
KDD
Yuxuan Liang, Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson
2024 A* conf
Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning.
ICDE
Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng
2023 — conf
A Novel Approach for Company Real Workplace Identification via E-commercial Data.
SIGSPATIAL/GIS
Huimin Ren, Sijie Ruan, Ye Yuan, Yanhua Li, Jie Bao, Tianfu He, Huajun He, Chuishi Meng, Yu Zheng
2023 J jnl
Adaptive Encoding Strategies for Erasing-Based Lossless Floating-Point Compression.
CoRR
Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Tong Liu, Yu Zheng
2023 A* conf
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
AAAI
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2023 J jnl
AutoSTG
Artif. Intell.
Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng
2023 J jnl
CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System.
IEEE Trans. Knowl. Data Eng.
Huiling Qin, Xianyuan Zhan, Yu Zheng
2023 J jnl
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng.
Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng
2023 J jnl
Elf: Erasing-based Lossless Floating-Point Compression.
Proc. VLDB Endow.
Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Yu Zheng
2023 — conf
Epidemic Amplifier Detection: Finding High-Risk Locations in COVID-19 Cases' Location Sequences via Multi-task Learning.
SIGSPATIAL/GIS
Yue Hu, Xiaoli Wang, Huimin Ren, Tianfu He, Tan Tang, Huajun He, Chuishi Meng, Boyang Han, Jie Bao, Ying Sun, Gang Li, Quanyi Wang, Peng Yang, Yu Zheng
2023 J jnl
Erasing-based lossless compression method for streaming floating-point time series.
CoRR
Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Songtao Guo, Ming Zhang, Yu Zheng
2023 J jnl
Filling Delivery Time Automatically Based on Couriers' Trajectories.
IEEE Trans. Knowl. Data Eng.
Sijie Ruan, Xi Fu, Cheng Long, Zi Xiong, Jie Bao, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng
2023 A* conf
Fine-grained Urban Flow Inference with Unobservable Data via Space-Time Attraction Learning.
ICDM
Ruifeng Wang, Yuansheng Liu, Yongshun Gong, Wei Liu, Meng Chen, Yilong Yin, Yu Zheng
2023 J jnl
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning.
CoRR
Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng
2023 J jnl
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision.
IEEE Trans. Knowl. Data Eng.
Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin
2023 A* conf
Graph Neural Processes for Spatio-Temporal Extrapolation.
KDD
Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann
2023 J jnl
Graph Neural Processes for Spatio-Temporal Extrapolation.
CoRR
Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann
2023 J jnl
Housing rental suggestion based on e-commerce data.
Knowl. Based Syst.
Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng
2023 J jnl
Missing Value Imputation for Multi-View Urban Statistical Data via Spatial Correlation Learning.
IEEE Trans. Knowl. Data Eng.
Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yilong Yin, Yu Zheng
2023 J jnl
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting.
IEEE Trans. Knowl. Data Eng.
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
2023 J jnl
Neural Clustering and Ranking Approach for Gas-Theft Suspect Detection.
Hum. Centric Intell. Syst.
Lusheng Pan, Xiuwen Yi, Shun Chen, Yanyong Huang, Yu Zheng
2023 A* conf
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records.
KDD
Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng
2023 J jnl
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng
2023 J jnl
Social Relationship Link Inference Based on Graph Convolutional Networks.
Hum. Centric Intell. Syst.
Shunyu Zhang, Yu Zheng, Tianrui Li
2023 J jnl
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
CoRR
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng
2023 A* conf
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.
AAAI
Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng
2023 A* conf
The 12th International Workshop on Urban Computing.
KDD
Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson
2023 J jnl
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System.
IEEE Trans. Knowl. Data Eng.
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng
2023 A* conf
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation.
AAAI
Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng
2022 J jnl
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling.
CoRR
Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng
2022 — ed.
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part I
PAKDD (1)
João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng
2022 — ed.
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part II
PAKDD (2)
João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng
2022 — ed.
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part III
PAKDD (3)
João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng
2022 J jnl
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
CoRR
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2022 J jnl
Compass: Towards Better Causal Analysis of Urban Time Series.
IEEE Trans. Vis. Comput. Graph.
Zikun Deng, Di Weng, Xiao Xie, Jie Bao, Yu Zheng, Mingliang Xu, Wei Chen, Yingcai Wu
2022 A* conf
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning.
AAAI
Xianyuan Zhan, Haoran Xu, Yue Zhang, Xiangyu Zhu, Honglei Yin, Yu Zheng
2022 A* conf
Detecting Loaded Trajectories for Hazardous Chemicals Transportation.
ICDE
Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng
2022 A* conf
Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories.
ICDE
Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng
2022 — conf
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting.
ICDM (Workshops)
Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng
2022 J jnl
Federated Forest.
IEEE Trans. Big Data
Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng
2022 J jnl
Fine-Grained Urban Flow Inference.
IEEE Trans. Knowl. Data Eng.
Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum
2022 J jnl
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach.
IEEE Trans. Knowl. Data Eng.
Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng
2022 — conf
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction.
DASFAA (2)
Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng
2022 J jnl
Online Spatio-Temporal Crowd Flow Distribution Prediction for Complex Metro System.
IEEE Trans. Knowl. Data Eng.
Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng
2022 A* conf
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.
KDD
Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng
2022 J jnl
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.
IEEE Trans. Knowl. Data Eng.
Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng
2022 J jnl
Predicting Fine-Grained Air Quality Based on Deep Neural Networks.
IEEE Trans. Big Data
Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng
2022 J jnl
Predicting Urban Water Quality With Ubiquitous Data - A Data-Driven Approach.
IEEE Trans. Big Data
Ye Liu, Yuxuan Liang, Kun Ouyang, Shuming Liu, David S. Rosenblum, Yu Zheng
2022 A* conf
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning.
KDD
Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng
2022 J jnl
Spatio-Temporal Meta Learning for Urban Traffic Prediction.
IEEE Trans. Knowl. Data Eng.
Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng
2022 J jnl
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.
CoRR
Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng
2022 A* conf
The 11th International Workshop on Urban Computing.
KDD
Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson
2022 A* conf
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores.
ICDE
Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li, Yu Zheng
2022 A conf
TrajFormer: Efficient Trajectory Classification with Transformers.
CIKM
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2022 J jnl
Urban Anomaly Analytics: Description, Detection, and Prediction.
IEEE Trans. Big Data
Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng
2022 J jnl
Visual Cascade Analytics of Large-Scale Spatiotemporal Data.
IEEE Trans. Vis. Comput. Graph.
Zikun Deng, Di Weng, Yuxuan Liang, Jie Bao, Yu Zheng, Tobias Schreck, Mingliang Xu, Yingcai Wu
2022 — conf
When do contrastive learning signals help spatio-temporal graph forecasting?
SIGSPATIAL/GIS
Xu Liu, Yuxuan Liang, Chao Huang, Yu Zheng, Bryan Hooi, Roger Zimmermann
2021 A* conf
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱.
WWW
Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng
2021 J jnl
CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System.
CoRR
Huiling Qin, Xianyuan Zhan, Yu Zheng
2021 J jnl
Crowd-sensing Enhanced Parking Patrol using Sharing Bikes' Trajectories.
CoRR
Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng
2021 J jnl
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning.
CoRR
Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng
2021 — conf
Distributed Spatio-Temporal k Nearest Neighbors Join.
SIGSPATIAL/GIS
Ruiyuan Li, Rubin Wang, Junwen Liu, Zisheng Yu, Huajun He, Tianfu He, Sijie Ruan, Jie Bao, Chao Chen, Fuqiang Gu, Liang Hong, Yu Zheng
2021 J jnl
Federated Digital Gateway: Methodologies, Tools, and Applications.
IEEE Intell. Syst.
Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng
2021 A* conf
Fine-Grained Urban Flow Prediction.
WWW
Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
2021 — conf
ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories.
SIGSPATIAL/GIS
Zheng Zhu, Huimin Ren, Sijie Ruan, Boyang Han, Jie Bao, Ruiyuan Li, Yanhua Li, Yu Zheng
2021 — conf
JUST-Traj: A Distributed and Holistic Trajectory Data Management System.
SIGSPATIAL/GIS
Huajun He, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng
2021 A* conf
MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning.
KDD
Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng
2021 J jnl
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data.
IEEE Trans. Knowl. Data Eng.
Yichen Ding, Xun Zhou, Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo
2021 A* conf
Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning.
KDD
Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng
2021 — conf
POI Alias Discovery in Delivery Addresses using User Locations.
SIGSPATIAL/GIS
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
2021 J jnl
POI Alias Discovery in Delivery Addresses using User Locations.
CoRR
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
2021 J jnl
Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search.
IEEE Trans. Intell. Transp. Syst.
Di Weng, Ran Chen, Jianhui Zhang, Jie Bao, Yu Zheng, Yingcai Wu
2021 A* conf
Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning.
AAAI
Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng
2021 — conf
SALON: A Universal Stay Point-Based Location Analysis Platform.
SIGSPATIAL/GIS
Yue Hu, Sijie Ruan, Yuting Ni, Huajun He, Jie Bao, Ruiyuan Li, Yu Zheng
2021 J jnl
Safeness-Based Community Penetration.
IEEE Trans. Circuits Syst. II Express Briefs
Zisheng Yu, Zhongyuan Jiang, Jianfeng Ma, Yu Zheng
2021 B conf
ShadowDGA: Toward Evading DGA Detectors with GANs.
ICCCN
Yu Zheng, Chao Yang, Yanzhou Yang, Qixian Ren, Yue Li, Jianfeng Ma
2021 J jnl
Smart home: Keeping privacy based on Air-Padding.
IET Inf. Secur.
Quanlong Zhu, Chao Yang, Yu Zheng, Jianfeng Ma, Hui Li, Junwei Zhang, Jiajie Shao
2021 J jnl
Spatio-Temporal Graph Contrastive Learning.
CoRR
Xu Liu, Yuxuan Liang, Yu Zheng, Bryan Hooi, Roger Zimmermann
2021 J jnl
Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies.
IEEE Trans. Knowl. Data Eng.
Pengyang Wang, Xiaolin Li, Yu Zheng, Charu Aggarwal, Yanjie Fu
2021 J jnl
Towards Better Bus Networks: A Visual Analytics Approach.
IEEE Trans. Vis. Comput. Graph.
Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu
2021 J jnl
Towards Better Detection and Analysis of Massive Spatiotemporal Co-Occurrence Patterns.
IEEE Trans. Intell. Transp. Syst.
Yingcai Wu, Di Weng, Zikun Deng, Jie Bao, Mingliang Xu, Zhangye Wang, Yu Zheng, Zhiyu Ding, Wei Chen
2021 A* conf
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network.
AAAI
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng
2021 J jnl
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network.
CoRR
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng
2020 B conf
A Preliminary Analysis of Password Guessing Algorithm.
ICCCN
Jing Zhang, Chao Yang, Yu Zheng, Wei You, Ruidan Su, Jianfeng Ma
2020 J jnl
Achieving secure and convenient WLAN sharing in personal.
IET Inf. Secur.
Zhicheng Yan, Chao Yang, Wei You, Jingjing Guo, Junwei Zhang, Yu Zheng, Jianfeng Ma
2020 J jnl
AirVis: Visual Analytics of Air Pollution Propagation.
IEEE Trans. Vis. Comput. Graph.
Zikun Deng, Di Weng, Jiahui Chen, Ren Liu, Zhibin Wang, Jie Bao, Yu Zheng, Yingcai Wu
2020 A* conf
AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction.
KDD
Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng
2020 J jnl
Citywide Bike Usage Prediction in a Bike-Sharing System.
IEEE Trans. Knowl. Data Eng.
Yexin Li, Yu Zheng
2020 A conf
Cooperative Multi-Agent Reinforcement Learning in Express System.
CIKM
Yexin Li, Yu Zheng, Qiang Yang
2020 — conf
Discovering Real-Time Reachable Area Using Trajectory Connections.
DASFAA (2)
Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng
2020 A* conf
Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories.
KDD
Sijie Ruan, Zi Xiong, Cheng Long, Yiheng Chen, Jie Bao, Tianfu He, Ruiyuan Li, Shengnan Wu, Zhongyuan Jiang, Yu Zheng
2020 J jnl
Dynamic Public Resource Allocation Based on Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Sijie Ruan, Jie Bao, Yuxuan Liang, Ruiyuan Li, Tianfu He, Chuishi Meng, Yanhua Li, Yingcai Wu, Yu Zheng
2020 J jnl
Efficient Path Query Processing Over Massive Trajectories on the Cloud.
IEEE Trans. Big Data
Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Liang Hong, Yu Zheng
2020 J jnl
Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories.
CoRR
Huajun He, Ruiyuan Li, Rubin Wang, Jie Bao, Yu Zheng, Tianrui Li
2020 J jnl
Federated Extra-Trees with Privacy Preserving.
CoRR
Yang Liu, Mingxin Chen, Wenxi Zhang, Junbo Zhang, Yu Zheng
2020 J jnl
Fine-Grained Urban Flow Inference.
CoRR
Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum
2020 J jnl
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning.
IEEE Trans. Knowl. Data Eng.
Junbo Zhang, Yu Zheng, Junkai Sun, Dekang Qi
2020 J jnl
Food package suggestion system based on multi-objective optimization: A case study on a real-world restaurant.
Appl. Soft Comput.
Zhaoyuan Wang, Chuishi Meng, Shenggong Ji, Tianrui Li, Yu Zheng
2020 J jnl
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng.
Tianfu He, Jie Bao, Sijie Ruan, Ruiyuan Li, Yanhua Li, Hui He, Yu Zheng
2020 — conf
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers.
SIGSPATIAL/GIS
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo
2020 A* conf
JUST: JD Urban Spatio-Temporal Data Engine.
ICDE
Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng
2020 A* conf
Learning to Generate Maps from Trajectories.
AAAI
Sijie Ruan, Cheng Long, Jie Bao, Chunyang Li, Zisheng Yu, Ruiyuan Li, Yuxuan Liang, Tianfu He, Yu Zheng
2020 J jnl
Predicting and ranking box office revenue of movies based on big data.
Inf. Fusion
Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng
2020 J jnl
ReAD: A Regional Anomaly Detection Framework Based on Dynamic Partition.
CoRR
Huaishao Luo, Chuishi Meng, Bowen Wu, Junbo Zhang, Tianrui Li, Yu Zheng
2020 J jnl
Real-Time Ambulance Redeployment: A Data-Driven Approach.
IEEE Trans. Knowl. Data Eng.
Shenggong Ji, Yu Zheng, Wenjun Wang, Tianrui Li
2020 — conf
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics.
ECML/PKDD (1)
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum
2020 J jnl
Revisiting Convolutional Neural Networks for Urban Flow Analytics.
CoRR
Yuxuan Liang, Kun Ouyang, Junbo Zhang, Yu Zheng, David S. Rosenblum
2020 J jnl
Spatio-temporal feature fusion for dynamic taxi route recommendation via deep reinforcement learning.
Knowl. Based Syst.
Shenggong Ji, Zhaoyuan Wang, Tianrui Li, Yu Zheng
2020 J jnl
Towards Better Bus Networks: A Visual Analytics Approach.
CoRR
Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu
2020 A* conf
TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data.
ICDE
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng
2020 J jnl
Urban Anomaly Analytics: Description, Detection, and Prediction.
CoRR
Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng
2020 A* conf
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities.
WWW
Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng
2020 A conf
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users.
CIKM
Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li
2019 J jnl
A Deep Reinforcement Learning-Enabled Dynamic Redeployment System for Mobile Ambulances.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shenggong Ji, Yu Zheng, Zhaoyuan Wang, Tianrui Li
2019 A* conf
Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services.
WWW
Shenggong Ji, Yu Zheng, Zhaoyuan Wang, Tianrui Li
2019 J jnl
CityGuard: Citywide Fire Risk Forecasting Using A Machine Learning Approach.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Qianru Wang, Junbo Zhang, Bin Guo, Zexia Hao, Yifang Zhou, Junkai Sun, Zhiwen Yu, Yu Zheng
2019 A conf
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach.
CIKM
Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng
2019 A* conf
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting.
KDD
Bin Wang, Jie Lu, Zheng Yan, Huaishao Luo, Tianrui Li, Yu Zheng, Guangquan Zhang
2019 A* conf
Efficient and Effective Express via Contextual Cooperative Reinforcement Learning.
KDD
Yexin Li, Yu Zheng, Qiang Yang
2019 J jnl
Federated Forest.
CoRR
Yang Liu, Yingting Liu, Zhijie Liu, Junbo Zhang, Chuishi Meng, Yu Zheng
2019 J jnl
Fingerprint Protected Password Authentication Protocol.
Secur. Commun. Networks
Chao Yang, Junwei Zhang, Jingjing Guo, Yu Zheng, Li Yang, Jianfeng Ma
2019 A conf
Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction.
CIKM
Zheyi Pan, Zhaoyuan Wang, Weifeng Wang, Yong Yu, Junbo Zhang, Yu Zheng
2019 J jnl
Moving Objects with Transportation Modes: A Survey.
J. Comput. Sci. Technol.
Jianqiu Xu, Ralf Hartmut Güting, Yu Zheng, Ouri Wolfson
2019 J jnl
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.
CoRR
Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yu Zheng
2019 J jnl
Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle.
CoRR
Guojun Wu, Yanhua Li, Zhenming Liu, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo
2019 J jnl
Synergistic Effect of i-C
IEEE Access
Shizhuo Hu, Wenjun Zhou, Jianhui Yu, Rui Qiu, Yu Zheng, Han Li
2019 A* conf
TrajGuard: A Comprehensive Trajectory Copyright Protection Scheme.
KDD
Zheyi Pan, Jie Bao, Weinan Zhang, Yong Yu, Yu Zheng
2019 A* conf
Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning.
KDD
Yunchao Zhang, Yanjie Fu, Pengyang Wang, Xiaolin Li, Yu Zheng
2019 A* conf
Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning.
KDD
Zheyi Pan, Yuxuan Liang, Weifeng Wang, Yong Yu, Yu Zheng, Junbo Zhang
2019 A* conf
UrbanFM: Inferring Fine-Grained Urban Flows.
KDD
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
2019 J jnl
UrbanFM: Inferring Fine-Grained Urban Flows.
CoRR
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
2018 A* conf
CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework.
ICDE
Sijie Ruan, Ruiyuan Li, Jie Bao, Tianfu He, Yu Zheng
2018 A* conf
Deep Distributed Fusion Network for Air Quality Prediction.
KDD
Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng
2018 A conf
DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction.
CIKM
Chao Huang, Junbo Zhang, Yu Zheng, Nitesh V. Chawla
2018 J jnl
Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Huichu Zhang, Yu Zheng, Yong Yu
2018 A* conf
Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories.
KDD
Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng
2018 A* conf
Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach.
KDD
Yexin Li, Yu Zheng, Qiang Yang
2018 — conf
Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion.
DASFAA (2)
Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng, Junzhou Huang
2018 A* conf
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction.
IJCAI
Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng
2018 A* conf
HomeFinder Revisited: Finding Ideal Homes with Reachability-Centric Multi-Criteria Decision Making.
CHI
Di Weng, Heming Zhu, Jie Bao, Yu Zheng, Yingcai Wu
2018 A* conf
Human-Centric Urban Transit Evaluation and Planning.
ICDM
Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo
2018 J jnl
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting.
CoRR
Zheyi Pan, Yuxuan Liang, Junbo Zhang, Xiuwen Yi, Yong Yu, Yu Zheng
2018 — ch.
Location-Based Recommendation.
Encyclopedia of Database Systems (2nd ed.)
Jie Bao, Yu Zheng
2018 J jnl
Mining the Most Influential k-Location Set from Massive Trajectories.
IEEE Trans. Big Data
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
2018 A conf
Network-wide Crowd Flow Prediction of Sydney Trains via Customized Online Non-negative Matrix Factorization.
CIKM
Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng, Christina Kirsch
2018 J jnl
Predicting citywide crowd flows using deep spatio-temporal residual networks.
Artif. Intell.
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li
2018 A* conf
When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks.
AAAI
Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng
2018 A* conf
You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis.
KDD
Pengyang Wang, Yanjie Fu, Jiawei Zhang, Pengfei Wang, Yu Zheng, Charu C. Aggarwal
2018 J jnl
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
IEEE Trans. Big Data
Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
2017 — conf
A Cloud-Based Trajectory Data Management System.
SIGSPATIAL/GIS
Ruiyuan Li, Sijie Ruan, Jie Bao, Yu Zheng
2017 — conf
City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories.
SIGSPATIAL/GIS
Chuishi Meng, Xiuwen Yi, Lu Su, Jing Gao, Yu Zheng
2017 J jnl
Citywide Traffic Volume Estimation Using Trajectory Data.
IEEE Trans. Knowl. Data Eng.
Xianyuan Zhan, Yu Zheng, Xiuwen Yi, Satish V. Ukkusuri
2017 A* conf
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction.
AAAI
Junbo Zhang, Yu Zheng, Dekang Qi
2017 J jnl
Guest Editorial: Urban Computing.
IEEE Trans. Big Data
Yu Zheng, Cecilia Mascolo, Cláudio T. Silva
2017 — conf
Inferring Traffic Cascading Patterns.
SIGSPATIAL/GIS
Yuxuan Liang, Zhongyuan Jiang, Yu Zheng
2017 — ch.
Location-Based Recommendation Systems.
Encyclopedia of GIS
Jie Bao, Yu Zheng
2017 A* conf
Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data.
ICDE
Guojun Wu, Yichen Ding, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo
2017 A* conf
Planning Bike Lanes based on Sharing-Bikes' Trajectories.
KDD
Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
2017 J jnl
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks.
CoRR
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li
2017 A ed.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
CIKM
Ee-Peng Lim, Marianne Winslett, Mark Sanderson, Ada Wai-Chee Fu, Jimeng Sun, J. Shane Culpepper, Eric Lo, Joyce C. Ho, Debora Donato, Rakesh Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, Vincent S. Tseng, Chenliang Li
2017 — conf
Querying Massive Trajectories by Path on the Cloud.
SIGSPATIAL/GIS
Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Yu Zheng
2017 A* conf
Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal Representation Learning.
WWW
Chao Zhang, Keyang Zhang, Quan Yuan, Haoruo Peng, Yu Zheng, Tim Hanratty, Shaowen Wang, Jiawei Han
2017 J jnl
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations.
IEEE Trans. Vis. Comput. Graph.
Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu
2017 J jnl
Urban computing: enabling urban intelligence with big data.
Frontiers Comput. Sci.
Yu Zheng
2016 — conf
A Gaussian Bayesian model to identify spatio-temporal causalities for air pollution based on urban big data.
INFOCOM Workshops
Julie Yixuan Zhu, Yu Zheng, Xiuwen Yi, Victor O. K. Li
2016 — conf
DNN-based prediction model for spatio-temporal data.
SIGSPATIAL/GIS
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi
2016 J jnl
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction.
CoRR
Junbo Zhang, Yu Zheng, Dekang Qi
2016 J jnl
Effective and Efficient: Large-Scale Dynamic City Express.
IEEE Trans. Knowl. Data Eng.
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
2016 — conf
FCCF: forecasting citywide crowd flows based on big data.
SIGSPATIAL/GIS
Minh X. Hoang, Yu Zheng, Ambuj K. Singh
2016 A* conf
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams.
SIGIR
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance M. Kaplan, Shaowen Wang, Jiawei Han
2016 — conf
Managing massive trajectories on the cloud.
SIGSPATIAL/GIS
Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng
2016 — conf
Mining the most influential
SIGSPATIAL/GIS
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
2016 J jnl
Modeling of Geographic Dependencies for Real Estate Ranking.
ACM Trans. Knowl. Discov. Data
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
2016 J jnl
Predicting Urban Water Quality with Ubiquitous Data.
CoRR
Ye Liu, Yuxuan Liang, Shuming Liu, David S. Rosenblum, Yu Zheng
2016 A* conf
ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data.
IJCAI
Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li
2016 A* conf
Transfer Knowledge between Cities.
KDD
Ying Wei, Yu Zheng, Qiang Yang
2016 A* conf
Urban Water Quality Prediction Based on Multi-Task Multi-View Learning.
IJCAI
Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum
2016 Misc conf
Urban sensing based on human mobility.
UbiComp
Shenggong Ji, Yu Zheng, Tianrui Li
2016 J jnl
p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
CoRR
Julie Yixuan Zhu, Chao Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
2015 A* conf
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data.
KDD
Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han
2015 — conf
Detecting collective anomalies from multiple spatio-temporal datasets across different domains.
SIGSPATIAL/GIS
Yu Zheng, Huichu Zhang, Yong Yu
2015 — conf
Detecting urban black holes based on human mobility data.
SIGSPATIAL/GIS
Liang Hong, Yu Zheng, Duncan Yung, Jingbo Shang, Lei Zou
2015 J jnl
Discovering Urban Functional ZonesUsing Latent Activity Trajectories.
IEEE Trans. Knowl. Data Eng.
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
2015 — conf
Effective and efficient: large-scale dynamic city express.
SIGSPATIAL/GIS
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
2015 A* conf
Forecasting Fine-Grained Air Quality Based on Big Data.
KDD
Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li
2015 J jnl
Guest Editorial: Data Management and Analysis in Location-Based Social Networks.
Distributed Parallel Databases
Rui Zhang, Timos K. Sellis, Yu Zheng, Mohamed F. Mokbel
2015 A* conf
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data.
KDD
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
2015 B conf
K-Nearest Neighbor Temporal Aggregate Queries.
EDBT
Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang
2015 — conf
Location selection for ambulance stations: a data-driven approach.
SIGSPATIAL/GIS
Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, Zhiguo Gong
2015 J jnl
Methodologies for Cross-Domain Data Fusion: An Overview.
IEEE Trans. Big Data
Yu Zheng
2015 — ch.
Mining Popular Routes from Social Media.
Multimedia Data Mining and Analytics
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
2015 A conf
ORec: An Opinion-Based Point-of-Interest Recommendation Framework.
CIKM
Jia-Dong Zhang, Chi-Yin Chow, Yu Zheng
2015 J jnl
Real-Time City-Scale Taxi Ridesharing.
IEEE Trans. Knowl. Data Eng.
Shuo Ma, Yu Zheng, Ouri Wolfson
2015 J jnl
Recommendations in location-based social networks: a survey.
GeoInformatica
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
2015 J jnl
Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility.
ACM Trans. Intell. Syst. Technol.
Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie
2015 J jnl
The TM-RTree: an index on generic moving objects for range queries.
GeoInformatica
Jianqiu Xu, Ralf Hartmut Güting, Yu Zheng
2015 — conf
Traffic prediction in a bike-sharing system.
SIGSPATIAL/GIS
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
2015 J jnl
Trajectory Data Mining: An Overview.
ACM Trans. Intell. Syst. Technol.
Yu Zheng
2014 — conf
A noise map of New York city.
UbiComp Adjunct
Yilun Wang, Yu Zheng, Tong Liu
2014 Misc conf
Diagnosing New York city's noises with ubiquitous data.
UbiComp
Yu Zheng, Tong Liu, Yilun Wang, Yanmin Zhu, Yanchi Liu, Eric Chang
2014 A* conf
Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.
KDD
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
2014 Misc conf
Indoor air quality monitoring system for smart buildings.
UbiComp
Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma
2014 A* conf
Inferring gas consumption and pollution emission of vehicles throughout a city.
KDD
Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu
2014 J jnl
Inferring social ties between users with human location history.
J. Ambient Intell. Humaniz. Comput.
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
2014 J jnl
Introduction to the Special Section on Urban Computing.
ACM Trans. Intell. Syst. Technol.
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
2014 J jnl
Investigating How User's Activities in Both Virtual and Physical World Impact Each Other Leveraging LBSN Data.
Int. J. Distributed Sens. Networks
Zhiwen Yu, Yue Yang, Xingshe Zhou, Yu Zheng, Xing Xie
2014 J jnl
Online Discovery of Gathering Patterns over Trajectories.
IEEE Trans. Knowl. Data Eng.
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou
2014 J jnl
PRESS: A Novel Framework of Trajectory Compression in Road Networks.
CoRR
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
2014 J jnl
PRESS: A Novel Framework of Trajectory Compression in Road Networks.
Proc. VLDB Endow.
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
2014 J jnl
Routing Metric of Expected Delay in Multi-Radio Multi-Channel Wireless Mesh Networks.
J. Commun.
Wenxiao Shi, Shuo Shang, Yu Zheng, Yinlong Xu
2014 A* conf
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.
ICDM
Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan
2014 A* conf
Travel time estimation of a path using sparse trajectories.
KDD
Yilun Wang, Yu Zheng, Yexiang Xue
2014 J jnl
Urban Computing: Concepts, Methodologies, and Applications.
ACM Trans. Intell. Syst. Technol.
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
2013 J jnl
A framework of traveling companion discovery on trajectory data streams.
ACM Trans. Intell. Syst. Technol.
Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Wen-Chih Peng, Thomas La Porta
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 — conf
Crowd sensing of traffic anomalies based on human mobility and social media.
SIGSPATIAL/GIS
Bei Pan, Yu Zheng, David Wilkie, Cyrus Shahabi
2013 J jnl
DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection.
Proc. VLDB Endow.
Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jianhui Yu, Yong Tang
2013 A* conf
Destination prediction by sub-trajectory synthesis and privacy protection against such prediction.
ICDE
Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu
2013 J jnl
On detection of emerging anomalous traffic patterns using GPS data.
Data Knowl. Eng.
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
2013 A* conf
On discovery of gathering patterns from trajectories.
ICDE
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang
2013 — ed.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, UrbComp@KDD 2013, Chicago, Illinois, USA, August 11, 2013
UrbComp@KDD
Yu Zheng, Steven E. Koonin, Ouri E. Wolfson
2013 Misc conf
Sensing the pulse of urban refueling behavior.
UbiComp
Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie
2013 J jnl
T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence.
IEEE Trans. Knowl. Data Eng.
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
2013 J jnl
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis.
IEEE Trans. Knowl. Data Eng.
Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie
2013 A* conf
T-share: A large-scale dynamic taxi ridesharing service.
ICDE
Shuo Ma, Yu Zheng, Ouri Wolfson
2013 A* conf
U-Air: when urban air quality inference meets big data.
KDD
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
2012 A* conf
Constructing popular routes from uncertain trajectories.
KDD
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
2012 A* conf
Discovering regions of different functions in a city using human mobility and POIs.
KDD
Jing Yuan, Yu Zheng, Xing Xie
2012 J jnl
Inferring Taxi Status Using GPS Trajectories
CoRR
Yin Zhu, Yu Zheng, Liuhang Zhang, Darshan Santani, Xing Xie, Qiang Yang
2012 A* conf
Inferring the Root Cause in Road Traffic Anomalies.
ICDM
Sanjay Chawla, Yu Zheng, Jiafeng Hu
2012 J jnl
LBSN 2011 Workshop Report: the Third ACM SIGSPATIAL International Workshop on Location-Based Social Networks (LBSN 2011): (Chicago, Illinois - November 1, 2011).
ACM SIGSPATIAL Special
Yu Zheng, Mohamed F. Mokbel
2012 — conf
Location-based and preference-aware recommendation using sparse geo-social networking data.
SIGSPATIAL/GIS
Jie Bao, Yu Zheng, Mohamed F. Mokbel
2012 A* conf
On Discovery of Traveling Companions from Streaming Trajectories.
ICDE
Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng
2012 — ed.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, UrbComp@KDD 2012, Beijing, China, August 12, 2012
UrbComp@KDD
Ouri E. Wolfson, Yu Zheng
2012 A* conf
Reducing Uncertainty of Low-Sampling-Rate Trajectories.
ICDE
Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou
2012 J jnl
Social itinerary recommendation from user-generated digital trails.
Pers. Ubiquitous Comput.
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
2012 Misc conf
The preface of the 4
UbiComp
Yu Zheng, Jason I. Hong
2012 J jnl
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation.
Artif. Intell.
Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang
2011 J jnl
A conversation with MSRA researchers.
SIGKDD Explor.
Wei-Ying Ma, Tie-Yan Liu, Ji-Rong Wen, Zheng Chen, Zaiqing Nie, Xing Xie, Hang Li, Haixun Wang, Yu Zheng
2011 — book
Computing with Spatial Trajectories
Computing with Spatial Trajectories
Yu Zheng, Xiaofang Zhou
2011 A* conf
Discovering spatio-temporal causal interactions in traffic data streams.
KDD
Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, Xing Xie
2011 A* conf
Driving with knowledge from the physical world.
KDD
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
2011 J jnl
Learning travel recommendations from user-generated GPS traces.
ACM Trans. Intell. Syst. Technol.
Yu Zheng, Xing Xie
2011 — ch.
Location-Based Social Networks: Locations.
Computing with Spatial Trajectories
Yu Zheng, Xing Xie
2011 — conf
On Mining Anomalous Patterns in Road Traffic Streams.
ADMA (2)
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
2011 — ed.
Proceedings of the 2011 International Workshop on Location Based Social Networks, LBSN 2011, November 1, 2011, Chicago, IL, USA, Proceedings
GIS-LBSN
Christian S. Jensen, Wang-Chien Lee, Yu Zheng, Mohamed F. Mokbel
2011 J jnl
Recommending friends and locations based on individual location history.
ACM Trans. Web
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
2011 B conf
Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.
SSTD
Lu-An Tang, Yu Zheng, Xing Xie, Jing Yuan, Xiao Yu, Jiawei Han
2011 — conf
Route Discovery from Mining Uncertain Trajectories.
ICDM Workshops
Hechen Liu, Ling-Yin Wei, Yu Zheng, Markus Schneider, Wen-Chih Peng
2011 Misc conf
Urban computing with taxicabs.
UbiComp
Yu Zheng, Yanchi Liu, Jing Yuan, Xing Xie
2011 Misc conf
Where to find my next passenger.
UbiComp
Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie, Guangzhong Sun
2010 B conf
An Interactive-Voting Based Map Matching Algorithm.
Mobile Data Management
Jing Yuan, Yu Zheng, Chengyang Zhang, Xing Xie, Guangzhong Sun
2010 — conf
Answering Top-
DASFAA (1)
Chang Sheng, Yu Zheng, Wynne Hsu, Mong-Li Lee, Xing Xie
2010 A* conf
Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach.
AAAI
Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang
2010 A* conf
Collaborative location and activity recommendations with GPS history data.
WWW
Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang
2010 — conf
Detecting nearly duplicated records in location datasets.
GIS
Yu Zheng, Xixuan Fen, Xing Xie, Shuang Peng, James Fu
2010 — conf
Drive Smartly as a Taxi Driver.
UIC/ATC Workshops
Yu Zheng, Jing Yuan, Wenlei Xie, Xing Xie, Guangzhong Sun
2010 — conf
Finding similar users using category-based location history.
GIS
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
2010 J jnl
GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory.
IEEE Data Eng. Bull.
Yu Zheng, Xing Xie, Wei-Ying Ma
2010 B conf
Learning Location Correlation from GPS Trajectories.
Mobile Data Management
Yu Zheng, Xing Xie
2010 — conf
Searching trajectories by locations: an efficiency study.
SIGMOD Conference
Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie
2010 C conf
Smart Itinerary Recommendation Based on User-Generated GPS Trajectories.
UIC
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
2010 — conf
T-drive: driving directions based on taxi trajectories.
GIS
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
2010 J jnl
Understanding transportation modes based on GPS data for web applications.
ACM Trans. Web
Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma
2009 B conf
GeoLife2.0: A Location-Based Social Networking Service.
Mobile Data Management
Yu Zheng, Yukun Chen, Xing Xie, Wei-Ying Ma
2009 — conf
Joint learning user's activities and profiles from GPS data.
GIS-LBSN
Vincent Wenchen Zheng, Yu Zheng, Qiang Yang
2009 — conf
Map-matching for low-sampling-rate GPS trajectories.
GIS
Yin Lou, Chengyang Zhang, Yu Zheng, Xing Xie, Wei Wang, Yan Huang
2009 B conf
Mining Individual Life Pattern Based on Location History.
Mobile Data Management
Yang Ye, Yu Zheng, Yukun Chen, Jianhua Feng, Xing Xie
2009 — conf
Mining correlation between locations using human location history.
GIS
Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma
2009 A* conf
Mining interesting locations and travel sequences from GPS trajectories.
WWW
Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma
2009 — conf
Trajectory simplification method for location-based social networking services.
GIS-LBSN
Yukun Chen, Kai Jiang, Yu Zheng, Chunping Li, Nenghai Yu
2008 B conf
A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval.
MDM
Longhao Wang, Yu Zheng, Xing Xie, Wei-Ying Ma
2008 B conf
GeoLife: Managing and Understanding Your Past Life over Maps.
MDM
Yu Zheng, Longhao Wang, Ruochi Zhang, Xing Xie, Wei-Ying Ma
2008 A* conf
Learning transportation mode from raw gps data for geographic applications on the web.
WWW
Yu Zheng, Like Liu, Longhao Wang, Xing Xie
2008 — conf
Mining user similarity based on location history.
GIS
Quannan Li, Yu Zheng, Xing Xie, Yukun Chen, Wenyu Liu, Wei-Ying Ma
2008 Misc conf
Understanding mobility based on GPS data.
UbiComp
Yu Zheng, Quannan Li, Yukun Chen, Xing Xie, Wei-Ying Ma
2007 A conf
Distributed Architecture for Large Scale Image-Based Search.
ICME
Yu Zheng, Xing Xie, Wei-Ying Ma