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Yu 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
— Tencent, Shenzhen, China (and 1 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
- 2023
- [j82]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) - [j81]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) - [j80]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) - [j79]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) - [j78]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) - [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [c139]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 - [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 - [i29]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) - [i28]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. CoRR abs/2305.18719 (2023) - 2022
- [j71]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) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]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) - [j62]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) - [j61]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 - [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 I. Lecture Notes in Computer Science 13280, Springer 2022, ISBN 978-3-031-05932-2 [contents] - [e6]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] - [e5]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
- [j60]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) - [j59]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) - [j58]Zisheng Yu
, Zhongyuan Jiang
, Jianfeng Ma
, Yu Zheng
:
Safeness-Based Community Penetration. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2690-2694 (2021) - [j57]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) - [j56]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) - [j55]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) - [j54]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) - [j53]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
- [j52]Zhaoyuan Wang, Chuishi Meng, Shenggong Ji, Tianrui Li
, Yu Zheng:
Food package suggestion system based on multi-objective optimization: A case study on a real-world restaurant. Appl. Soft Comput. 93: 106369 (2020) - [j51]Zhicheng Yan, Chao Yang, Wei You, Jingjing Guo, Junwei Zhang, Yu Zheng, Jianfeng Ma:
Achieving secure and convenient WLAN sharing in personal. IET Inf. Secur. 14(6): 733-744 (2020) - [j50]Sijie Ruan, Jie Bao, Yuxuan Liang, Ruiyuan Li, Tianfu He, Chuishi Meng, Yanhua Li, Yingcai Wu, Yu Zheng:
Dynamic Public Resource Allocation Based on Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 25:1-25:22 (2020) - [j49]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) - [j48]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) - [j47]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) - [j46]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) - [j45]Yexin Li
, Yu Zheng
:
Citywide Bike Usage Prediction in a Bike-Sharing System. IEEE Trans. Knowl. Data Eng. 32(6): 1079-1091 (2020) - [j44]Tianfu He
, Jie Bao, Sijie Ruan
, Ruiyuan Li, Yanhua Li
, Hui He, Yu Zheng
:
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories. IEEE Trans. Knowl. Data Eng. 32(8): 1529-1542 (2020) - [j43]Shenggong Ji
, Yu Zheng
, Wenjun Wang, Tianrui Li
:
Real-Time Ambulance Redeployment: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 32(11): 2213-2226 (2020) - [j42]Zikun Deng
, Di Weng
, Jiahui Chen, Ren Liu, Zhibin Wang, Jie Bao, Yu Zheng, Yingcai Wu:
AirVis: Visual Analytics of Air Pollution Propagation. IEEE Trans. Vis. Comput. Graph. 26(1): 800-810 (2020) - [c112]Sijie Ruan, Cheng Long, Jie Bao, Chunyang Li, Zisheng Yu, Ruiyuan Li, Yuxuan Liang, Tianfu He, Yu Zheng:
Learning to Generate Maps from Trajectories. AAAI 2020: 890-897 - [c111]Yexin Li
, Yu Zheng, Qiang Yang:
Cooperative Multi-Agent Reinforcement Learning in Express System. CIKM 2020: 805-814 - [c110]Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li
:
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. CIKM 2020: 2885-2892 - [c109]Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng:
Discovering Real-Time Reachable Area Using Trajectory Connections. DASFAA (2) 2020: 36-53 - [c108]Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo:
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers. SIGSPATIAL/GIS 2020: 357-366 - [c107]Jing Zhang, Chao Yang, Yu Zheng, Wei You, Ruidan Su, Jianfeng Ma:
A Preliminary Analysis of Password Guessing Algorithm. ICCCN 2020: 1-9 - [c106]Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng:
JUST: JD Urban Spatio-Temporal Data Engine. ICDE 2020: 1558-1569 - [c105]Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng:
TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. ICDE 2020: 2002-2005 - [c104]Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li
, Yu Zheng:
AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction. KDD 2020: 794-802 - [c103]Sijie Ruan, Zi Xiong, Cheng Long, Yiheng Chen, Jie Bao, Tianfu He, Ruiyuan Li, Shengnan Wu, Zhongyuan Jiang, Yu Zheng:
Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. KDD 2020: 2813-2821 - [c102]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum:
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics. ECML/PKDD (1) 2020: 578-594 - [c101]Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng:
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities. WWW 2020: 1355-1365 - [i18]Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum:
Fine-Grained Urban Flow Inference. CoRR abs/2002.02318 (2020) - [i17]Yang Liu, Mingxin Chen, Wenxi Zhang, Junbo Zhang, Yu Zheng:
Federated Extra-Trees with Privacy Preserving. CoRR abs/2002.07323 (2020) - [i16]Yuxuan Liang, Kun Ouyang, Junbo Zhang, Yu Zheng, David S. Rosenblum:
Revisiting Convolutional Neural Networks for Urban Flow Analytics. CoRR abs/2003.00895 (2020) - [i15]Huajun He, Ruiyuan Li, Rubin Wang, Jie Bao, Yu Zheng, Tianrui Li:
Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories. CoRR abs/2004.06653 (2020) - [i14]Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng:
Urban Anomaly Analytics: Description, Detection, and Prediction. CoRR abs/2004.12094 (2020) - [i13]Huaishao Luo, Chuishi Meng, Bowen Wu, Junbo Zhang, Tianrui Li, Yu Zheng:
ReAD: A Regional Anomaly Detection Framework Based on Dynamic Partition. CoRR abs/2007.06794 (2020) - [i12]Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu:
Towards Better Bus Networks: A Visual Analytics Approach. CoRR abs/2008.10915 (2020)
2010 – 2019
- 2019
- [j41]Shizhuo Hu
, Wenjun Zhou, Jianhui Yu, Rui Qiu, Yu Zheng, Han Li:
Synergistic Effect of i-C3F7CN/CO2 and i-C3F7CN/N2 Mixtures. IEEE Access 7: 50159-50167 (2019) - [j40]Shenggong Ji, Yu Zheng, Zhaoyuan Wang, Tianrui Li:
A Deep Reinforcement Learning-Enabled Dynamic Redeployment System for Mobile Ambulances. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(1): 15:1-15:20 (2019) - [j39]