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ORCIDYu Zheng 0004
郑宇
Person information
- unicode name: 郑宇
- affiliation: JD Intelligent Cities Research, Beijing, China
- affiliation: Southwest Jiaotong University, School of Information Science and Technology, Chengdu, China
- affiliation: Xidian University, School of Computer Science and Technology, Xi'an, China
- affiliation: Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China
Other persons with the same name
- Yu Zheng — disambiguation page
- Yu Zheng 0001
![[0000-0002-4617-3252]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-4617-3252")
— Tencent Robotics X, Shenzhen, China (and 4 more) - Yu Zheng 0002 — University of Alberta, Edmonton, Canada (and 1 more)
- Yu Zheng 0003 — Central South University, Changsha, China
- Yu Zheng 0005 — China Southern Power Grid, Electric Power Research Institute, Guangzhou, China (and 2 more)
- Yu Zheng 0006 — Xidian University, Department of Electronic Engineering, Xi'an, China
- Yu Zheng 0007 — Wuhan University of Technology, National Engineering Laboratory for Fiber Optic Sensing Technology, China
- Yu Zheng 0008 — Harbin Engineering University, College of Information and Telecommunication, Harbin, China
- Yu Zheng 0009 — Dongguan University of Technology, School of Environment and Civil Engineering, Dongguan, China
- Yu Zheng 0010 — Tsinghua University, Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology, BNRist, Beijing, China
- Yu Zheng 0011 — Case Western Reserve University, Department of Electrical Engineering and Computer Science, Cleveland, OH, USA
- Yu Zheng 0012 — Shanghai Jiao Tong University, School of Mechanical Engineering, Institute of Intelligent Manufacturing and Information Engineering, Shanghai, China
- Yu Zheng 0013 — Monash University, Faculty of Information Technology, Clayton, Australia (and 2 more)
- Yu Zheng 0014 — Meta Platforms, Inc., Bellevue, WA, USA (and 1 more)
- Yu Zheng 0015 — Tsinghua University, Department of Automation, Beijing National Research Center for Information Science and Technology, Beijing, China
- Yu Zheng 0016 — Syracuse University, Department of Electrical Engineering and Computer Science, Syracuse, NY, USA
- Yu Zheng 0017 — Beihang University, Image Processing Center, Beijing, China
- Yu Zheng 0018 — National University of Singapore, Department of Mathematics, Singapore
- Yu Zheng 0019 — Boston University, Bioinformatics Graduate Program, Boston, MA, USA
- Yu Zheng 0020 — SpeakIn Technologies Co. Ltd., China
- Yu Zheng 0021 — Chinese University of Hong Kong, Department of Information Engineering, Hong Kong
- Yu Zheng 0022 — Michigan State University, East Lansing, MI, USA
- Yu Zheng 0023 — Chinese Academy of Meteorological Sciences, State Key Laboratory of Severe Weather (LASW) and Key Laboratory of Atmospheric Chemistry (LAC), Beijing, China
- Yu Zheng 0024 — Florida State University, Department of Electrical and Computer Engineering, Center for Advanced Power systems (CAPS), Center for Intelligent Systems Control and Robotics (CISCOR), Tallahassee, FL, USA
- Yu Zheng 0025 — Changsha University, College of Electronic Communication and Electrical Engineering, Changsha, China (and 1 more)
- Yu Zheng 0026 — Tiangong University, School of Life Sciences, Tianjin, China (and 2 more)
- Yu Zheng 0027 — Shenzhen University, College of Electronics and Information Engineering, Shenzhen, China (and 1 more)
- Yu Zheng 0028 — Qingdao University, School of Electronic and Information Engineering, Qingdao, China
- Yu Zheng 0029 — Southwest Jiaotong University, Provincial Key Lab of Information Coding and Transmission, Chengdu, China
- Yu Zheng 0030 — University of Chinese Academy of Sciences, College of Life Sciences, Key Laboratory of RNA Biology, Center for Big Data Research in Health, Institute of Biophysics, Beijing, China
- Yu Zheng 0031 — Hebei University of Technology, School of Artificial Intelligence, Tianjin, China
- Yu Zheng 0032 — Southwestern University of Finance and Economics, School of Finance, Chengdu, China (and 2 more)
- Yu Zheng 0033 — Ceprei (Nanjing) Laboratory, The Fifth Research Institute of MIIT, Nanjing, China (and 1 more)
- Yu Zheng 0034 — Hefei University of Technology, School of Mechanical Engineering, Hefei, China
- Yu Zheng 0035 — Nanjing University of Information Science & Technology, School of Computer & Sofware, Jiangsu Engineering Center of Network Monitoring, Nanjing, China
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2020 – today
- 2024
[j92]Xiaoyu Li, Yongshun Gong, Wei Liu, Yilong Yin, Yu Zheng, Liqiang Nie:
Dual-track spatio-temporal learning for urban flow prediction with adaptive normalization. Artif. Intell. 328: 104065 (2024)- [j91]Qixian Ren, Yu Zheng, Chao Yang, Yue Li, Jian-Feng Ma:
Shadow backdoor attack: Multi-intensity backdoor attack against federated learning. Comput. Secur. 139: 103740 (2024) - [j90]Lulu Wang, Huajun He, Zheyi Pan, Jie Bao, Yu Zheng:
An Efficient System for Large-Scale Collaborative Tasks in Government. Hum. Centric Intell. Syst. 4(3): 406-416 (2024) - [j89]Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li, Yu Zheng:
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. Knowl. Based Syst. 294: 111787 (2024) - [j88]Shuliang Wang, Ziyu Wang, Sijie Ruan, Haoyu Han, Keqin Xiong, Hanning Yuan, Ziqiang Yuan, Guoqing Li, Jie Bao, Yu Zheng:
DelvMap: Completing Residential Roads in Maps Based on Couriers' Trajectories and Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j87]Jie Zhao, Chao Chen, Wanyi Zhang, Ruiyuan Li, Fuqiang Gu, Songtao Guo, Jun Luo, Yu Zheng:
Coupling Makes Better: An Intertwined Neural Network for Taxi and Ridesourcing Demand Co-Prediction. IEEE Trans. Intell. Transp. Syst. 25(2): 1691-1705 (2024) - [j86]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. IEEE Trans. Knowl. Data Eng. 36(10): 5388-5408 (2024) - [c150]Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng:
Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning. ICDE 2024: 4167-4179 - [c149]Huajun He, Zihang Xu, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng:
TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores. ICDE 2024: 4951-4964 - [c148]Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng:
GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference. IJCNN 2024: 1-8 - [c147]Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng:
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. KDD 2024: 5590-5601 - [c146]Yuxuan Liang, Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson:
The 13th International Workshop on Urban Computing. KDD 2024: 6727-6728 - [c145]Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong:
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning. WWW 2024: 3064-3075 - [i33]Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong:
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning. CoRR abs/2402.16915 (2024) - [i32]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:
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond. CoRR abs/2403.14151 (2024) - 2023
- [j85]Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng:
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction. Artif. Intell. 318: 103899 (2023) - [j84]Shunyu Zhang, Yu Zheng, Tianrui Li:
Social Relationship Link Inference Based on Graph Convolutional Networks. Hum. Centric Intell. Syst. 3(1): 47-55 (2023) - [j83]Lusheng Pan, Xiuwen Yi, Shun Chen, Yanyong Huang, Yu Zheng:
Neural Clustering and Ranking Approach for Gas-Theft Suspect Detection. Hum. Centric Intell. Syst. 3(2): 68-79 (2023) - [j82]Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng:
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268: 110474 (2023) - [j81]Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yilong Yin, Yu Zheng:
Missing Value Imputation for Multi-View Urban Statistical Data via Spatial Correlation Learning. IEEE Trans. Knowl. Data Eng. 35(1): 686-698 (2023) - [j80]Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35(1): 1013-1027 (2023) - [j79]Sijie Ruan, Xi Fu, Cheng Long, Zi Xiong, Jie Bao, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng:
Filling Delivery Time Automatically Based on Couriers' Trajectories. IEEE Trans. Knowl. Data Eng. 35(2): 1528-1540 (2023) - [j78]Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng:
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories. IEEE Trans. Knowl. Data Eng. 35(4): 3589-3602 (2023) - [j77]Huiling Qin, Xianyuan Zhan, Yu Zheng:
CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System. IEEE Trans. Knowl. Data Eng. 35(5): 4634-4645 (2023) - [j76]Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(5): 5282-5295 (2023) - [j75]Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin:
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision. IEEE Trans. Knowl. Data Eng. 35(8): 8008-8023 (2023) - [j74]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35(9): 9254-9268 (2023) - [c144]Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng:
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation. AAAI 2023: 4149-4156 - [c143]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. AAAI 2023: 4356-4364 - [c142]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI 2023: 14329-14337 - [c141]Huimin Ren, Sijie Ruan, Ye Yuan, Yanhua Li, Jie Bao, Tianfu He, Huajun He, Chuishi Meng, Yu Zheng:
A Novel Approach for Company Real Workplace Identification via E-commercial Data. SIGSPATIAL/GIS 2023: 46:1-46:4 - [c140]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:
Epidemic Amplifier Detection: Finding High-Risk Locations in COVID-19 Cases' Location Sequences via Multi-task Learning. SIGSPATIAL/GIS 2023: 82:1-82:4 - [c139]Ruifeng Wang, Yuansheng Liu, Yongshun Gong, Wei Liu, Meng Chen, Yilong Yin, Yu Zheng:
Fine-grained Urban Flow Inference with Unobservable Data via Space-Time Attraction Learning. ICDM 2023: 1367-1372 - [c138]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. KDD 2023: 752-763 - [c137]Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng:
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. KDD 2023: 4595-4604 - [c136]Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson:
The 12th International Workshop on Urban Computing. KDD 2023: 5874-5875 - [i31]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR abs/2303.14483 (2023) - [i30]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. CoRR abs/2305.18719 (2023) - [i29]Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Songtao Guo, Ming Zhang, Yu Zheng:
Erasing-based lossless compression method for streaming floating-point time series. CoRR abs/2306.16053 (2023) - [i28]Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng:
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. CoRR abs/2312.16892 (2023) - 2022
- [j73]Ye Liu, Yuxuan Liang, Kun Ouyang, Shuming Liu, David S. Rosenblum, Yu Zheng:
Predicting Urban Water Quality With Ubiquitous Data - A Data-Driven Approach. IEEE Trans. Big Data 8(2): 564-578 (2022) - [j72]Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng:
Urban Anomaly Analytics: Description, Detection, and Prediction. IEEE Trans. Big Data 8(3): 809-826 (2022) - [j71]Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng:
Federated Forest. IEEE Trans. Big Data 8(3): 843-854 (2022) - [j70]Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng:
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022) - [j69]Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng:
Online Spatio-Temporal Crowd Flow Distribution Prediction for Complex Metro System. IEEE Trans. Knowl. Data Eng. 34(2): 865-880 (2022) - [j68]Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Meta Learning for Urban Traffic Prediction. IEEE Trans. Knowl. Data Eng. 34(3): 1462-1476 (2022) - [j67]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2348-2359 (2022) - [j66]Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum:
Fine-Grained Urban Flow Inference. IEEE Trans. Knowl. Data Eng. 34(6): 2755-2770 (2022) - [j65]Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng:
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5796-5808 (2022) - [j64]Zikun Deng, Di Weng, Xiao Xie, Jie Bao, Yu Zheng, Mingliang Xu, Wei Chen, Yingcai Wu:
Compass: Towards Better Causal Analysis of Urban Time Series. IEEE Trans. Vis. Comput. Graph. 28(1): 1051-1061 (2022) - [j63]Zikun Deng, Di Weng, Yuxuan Liang, Jie Bao, Yu Zheng, Tobias Schreck, Mingliang Xu, Yingcai Wu:
Visual Cascade Analytics of Large-Scale Spatiotemporal Data. IEEE Trans. Vis. Comput. Graph. 28(6): 2486-2499 (2022) - [c135]Xianyuan Zhan, Haoran Xu, Yue Zhang, Xiangyu Zhu, Honglei Yin, Yu Zheng:
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. AAAI 2022: 4680-4688 - [c134]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022: 1229-1237 - [c133]Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng:
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. DASFAA (2) 2022: 656-663 - [c132]Xu Liu, Yuxuan Liang, Chao Huang, Yu Zheng, Bryan Hooi, Roger Zimmermann:
When do contrastive learning signals help spatio-temporal graph forecasting? SIGSPATIAL/GIS 2022: 5:1-5:12 - [c131]Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li, Yu Zheng:
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores. ICDE 2022: 2306-2318 - [c130]Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng:
Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories. ICDE 2022: 3241-3253 - [c129]Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng:
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. ICDE 2022: 3294-3306 - [c128]Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng:
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. ICDM (Workshops) 2022: 1-8 - [c127]Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng:
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. KDD 2022: 3072-3080 - [c126]Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng:
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning. KDD 2022: 3829-3837 - [c125]Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson:
The 11th International Workshop on Urban Computing. KDD 2022: 4886-4887 - [e9]João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13280, Springer 2022, ISBN 978-3-031-05932-2 [contents] - [e8]João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13281, Springer 2022, ISBN 978-3-031-05935-3 [contents] - [e7]João Gama, Tianrui Li, Yang Yu, Enhong Chen, Yu Zheng, Fei Teng:
Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13282, Springer 2022, ISBN 978-3-031-05980-3 [contents] - [i27]Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng:
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling. CoRR abs/2206.00007 (2022) - [i26]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. CoRR abs/2211.15979 (2022) - [i25]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. CoRR abs/2212.04475 (2022) - 2021
- [j62]Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng:
Federated Digital Gateway: Methodologies, Tools, and Applications. IEEE Intell. Syst. 36(5): 31-38 (2021) - [j61]Quanlong Zhu, Chao Yang, Yu Zheng, Jianfeng Ma, Hui Li, Junwei Zhang, Jiajie Shao:
Smart home: Keeping privacy based on Air-Padding. IET Inf. Secur. 15(2): 156-168 (2021) - [j60]Zisheng Yu, Zhongyuan Jiang, Jianfeng Ma, Yu Zheng:
Safeness-Based Community Penetration. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2690-2694 (2021) - [j59]Di Weng, Ran Chen, Jianhui Zhang, Jie Bao, Yu Zheng, Yingcai Wu:
Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search. IEEE Trans. Intell. Transp. Syst. 22(2): 1185-1195 (2021) - [j58]Yingcai Wu, Di Weng, Zikun Deng, Jie Bao, Mingliang Xu, Zhangye Wang, Yu Zheng, Zhiyu Ding, Wei Chen:
Towards Better Detection and Analysis of Massive Spatiotemporal Co-Occurrence Patterns. IEEE Trans. Intell. Transp. Syst. 22(6): 3387-3402 (2021) - [j57]Pengyang Wang, Xiaolin Li, Yu Zheng, Charu Aggarwal, Yanjie Fu:
Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies. IEEE Trans. Knowl. Data Eng. 33(2): 728-741 (2021) - [j56]Yichen Ding, Xun Zhou, Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo:
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data. IEEE Trans. Knowl. Data Eng. 33(7): 2930-2942 (2021) - [j55]Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu:
Towards Better Bus Networks: A Visual Analytics Approach. IEEE Trans. Vis. Comput. Graph. 27(2): 817-827 (2021) - [c124]Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng:
Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning. AAAI 2021: 4312-4319 - [c123]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. AAAI 2021: 15008-15015 - [c122]Zheng Zhu, Huimin Ren, Sijie Ruan, Boyang Han, Jie Bao, Ruiyuan Li, Yanhua Li, Yu Zheng:
ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories. SIGSPATIAL/GIS 2021: 37-40 - [c121]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:
POI Alias Discovery in Delivery Addresses using User Locations. SIGSPATIAL/GIS 2021: 225-228 - [c120]Huajun He, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng:
JUST-Traj: A Distributed and Holistic Trajectory Data Management System. SIGSPATIAL/GIS 2021: 403-406 - [c119]Yue Hu, Sijie Ruan, Yuting Ni, Huajun He, Jie Bao, Ruiyuan Li, Yu Zheng:
SALON: A Universal Stay Point-Based Location Analysis Platform. SIGSPATIAL/GIS 2021: 407-410 - [c118]Ruiyuan Li, Rubin Wang, Junwen Liu, Zisheng Yu, Huajun He, Tianfu He, Sijie Ruan, Jie Bao, Chao Chen, Fuqiang Gu, Liang Hong, Yu Zheng:
Distributed Spatio-Temporal k Nearest Neighbors Join. SIGSPATIAL/GIS 2021: 435-445 - [c117]Yu Zheng, Chao Yang, Yanzhou Yang, Qixian Ren, Yue Li, Jianfeng Ma:
ShadowDGA: Toward Evading DGA Detectors with GANs. ICCCN 2021: 1-8 - [c116]Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng:
Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning. KDD 2021: 1370-1378 - [c115]Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng:
MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning. KDD 2021: 1410-1419 - [c114]Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Fine-Grained Urban Flow Prediction. WWW 2021: 1833-1845 - [c113]Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng:
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱. WWW 2021: 1846-1855 - [i24]Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng:
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. CoRR abs/2102.11492 (2021) - [i23]Huiling Qin, Xianyuan Zhan, Yu Zheng:
CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System. CoRR abs/2105.14476 (2021) - [i22]Xu Liu, Yuxuan Liang, Yu Zheng, Bryan Hooi, Roger Zimmermann:
Spatio-Temporal Graph Contrastive Learning. CoRR abs/2108.11873 (2021) - [i21]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:
POI Alias Discovery in Delivery Addresses using User Locations. CoRR abs/2109.09290 (2021) - [i20]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. CoRR abs/2110.04038 (2021) - [i19]Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng:
Crowd-sensing Enhanced Parking Patrol using Sharing Bikes' Trajectories. CoRR abs/2110.15557 (2021) - 2020
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Food package suggestion system based on multi-objective optimization: A case study on a real-world restaurant. Appl. Soft Comput. 93: 106369 (2020) - [j53]Zhicheng Yan, Chao Yang, Wei You, Jingjing Guo, Junwei Zhang, Yu Zheng, Jianfeng Ma:
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Dynamic Public Resource Allocation Based on Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 25:1-25:22 (2020) - [j51]Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng:
Predicting and ranking box office revenue of movies based on big data. Inf. Fusion 60: 25-40 (2020) - [j50]Shenggong Ji, Zhaoyuan Wang, Tianrui Li, Yu Zheng:
Spatio-temporal feature fusion for dynamic taxi route recommendation via deep reinforcement learning. Knowl. Based Syst. 205: 106302 (2020) - [j49]Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Liang Hong, Yu Zheng:
Efficient Path Query Processing Over Massive Trajectories on the Cloud. IEEE Trans. Big Data 6(1): 66-79 (2020) - [j48]Junbo Zhang, Yu Zheng, Junkai Sun, Dekang Qi:
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. IEEE Trans. Knowl. Data Eng. 32(3): 468-478 (2020) - [j47]Yexin Li, Yu Zheng:
Citywide Bike Usage Prediction in a Bike-Sharing System. IEEE Trans. Knowl. Data Eng. 32(6): 1079-1091 (2020) - [j46]