RENHE JIANG

From here to the world. 从这里走向世界. ここから世界へ.

SHORT BIOGRAPHY

Renhe Jiang is a lecturer at Center for Spatial Information Science, The University of Tokyo. He received his B.E. degree in Software Engineering from Dalian University of Technology in 2012, M.S. degree in Information Science from Nagoya University in 2015, and Ph.D. degree in Civil Engineering from The University of Tokyo in 2019. From 2019 to 2022, he was an assistant professor at Information Technology Center, The University of Tokyo. His research interests include AI, spatiotemporal data mining, time series forecasting, human mobility modeling, and graph learning. He has published 80+ papers in top-tier international conferences and journals in artificial intelligence and data mining, including ICLR, NeurIPS, ICML, KDD, WWW, VLDB, ICDE, UbiComp, AAAI, IJCAI, MM, CIKM, ECMLPKDD, SIGSPATIAL, AI Journal, TKDE, TKDD, TVCG, TIST, TNNLS, and TMC.

NEWS

[2025/01/23] One co-authored paper has been accepted by ICLR 2025.

[2025/01/20] Two papers have been accepted by WWW 2025.

[2024/11/17] Two papers have been accepted by KDD 2025 Research Track.

[2024/10/16] One paper has been accepted by VLDB 2025 Scalable Data Science track.

[2024/09/26] Three papers have been accepted by NeurIPS 2024, all as poster papers.

[2024/08/24] One paper has been accepted by SIGSPATIAL 2024 as a full research paper (oral).

[2024/07/22] One paper has been accepted by ACM MM.

[2024/07/06] One paper has been published at WWW Journal.

[2024/05/17] One paper has been accepted by KDD 2024 Research Track.

[2024/05/02] One paper has been accepted by ICML 2024.

[2024/04/23] One co-authored survey paper has been accepted by TNNLS 2024.

[2024/04/17] Two papers have been accepted by IJCAI 2024 Main Track.

[2024/04/09] One co-authored paper has been accepted by Transportation Research Part C.

[2024/03/25] One co-authored paper has been accepted by IEEE TVT.

[2024/03/22] One paper has been accepted by Artificial Intelligence, "Open-World AI" special issue.

[2024/03/15] One co-authored paper has been accepted by DASFAA 2024 full paper.

[2024/03/10] One co-authored paper has been accepted by ICDE 2024.

[2024/02/28] One co-authored paper has been accepted by IEEE TKDE.

[2023/10/24] Our special issue "Deep Neural Networks for Traffic Forecasting" on Neural Computing and Applications is released.

[2023/09/08] One paper has been accepted as a full paper (oral) by SIGSPATIAL 2023.

[2023/09/01] Our special issue "High-Performance Recommender Systems Based on Spatiotemporal Data" on IEEE TBD is released.

[2023/08/25] One paper has been accepted by IEEE TMC.

[2023/08/21] Our special issue "Advancing Recommendation Systems with Foundation Models" on WWW Journal is released.

[2023/08/05] One long paper and one short paper have been accepted by CIKM 2023.

[2023/06/20] One paper has been accepted by ACM TKDD.

[2023/06/06] One paper has been accepted by ECML PKDD 2023 Applied Data Science Track.

[2023/04/20] One paper has been accepted by IJCAI 2023 Main Track.

[2023/04/13] Invited talk at Temporal Graph Reading Group.

[2023/02/27] Accepted by MSR Asia StarTrack Scholars 2024 program.

[2023/01/31] Promoted to Lecturer at Center for Spatial Information Science, The University of Tokyo, from April 1st, 2023.

[2023/01/30] Our special issue "Modeling and Understanding of Big HumanMobility Data" on GeoInformatica is released.

[2023/01/26] One paper has been accepted by WWW2023 (TheWebConf2023)

[2022/12/02] Two talks have been accepted by WSDM 2023 Smart City Day.

[2022/11/22] Our special issue "Machine Learning and Location Data" on ACM Transactions on Spatial Algorithms and Systems is released.

[2022/11/19] Two papers have been accepted by AAAI 2023 Main Track.

[2022/11/01] Three papers have been accepted by IEEE BigData 2022 (special session, workshop, poster).

[2022/10/30] One co-authored paper has been accepted by IEEE TKDE.

[2022/08/23] One co-authored paper has been accepted by SIGSPATIAL 2022.  

[2022/07/31] One co-authored paper has been accepted by WWW Journal.  

[2022/07/22] Our Special Issue on Remote Sensing has been postponed to 15 January 2023.

[2022/06/16] One paper has been accepted by 25th IEEE Intelligent Transportation Systems Conference (ITSC 2022).

[2022/06/15] One paper has been accepted by ECML PKDD 2022 Applied Data Science Track

[2022/05/24] One survey paper in collaboration with FIU has been accepted by ACM Computing Surveys CSUR. 

[2022/04/05] One paper has been accepted by GeoInformatica.

[2022/04/01] One co-authored paper has been accepted by IEEE COMPSAC 2022.

[2022/03/22] One paper has been accepted by IEEE Transactions on Visualization and Computer Graphics (TVCG).

[2022/01/26] One paper (extended abstract) has been accepted by ICDE 2022 TKDE Poster Track.

[2021/12/01] One paper has been accepted by AAAI 2022 Main Track, 1,349 papers out of 9,251 submissions, only 15% acceptance rate. 

[2021/11/04] Our paper has been selected as CIKM21 Best Resource Paper Runner Up.

[2021/10/10] One co-authored paper has been accepted by ACM TSAS SI: Understanding the Spread of COVID-19.

[2021/10/04] The dataset called "Yahoo! Bousai Crowd Data" used in our TKDE 2021 paper "DeepCrowd"  has been published by Yahoo! Japan Research. [English] [Japanese] [GitHub]

[2021/08/31] One Co-PI research project has been awarded by JST-NSF SICROP Digital Science for Post-COVID-19 Society. [English] [Japanese]

[2021/08/09] Two papers have been accepted by  Research Track and Resource Track of CIKM 2021 respectively.

[2021/07/01] Funded Collaborative Research with TOYOTA MOTOR CORPORATION has started.

[2021/06/21] One paper has been accepted by ACM TIST 2021 SI: Deep Learning for Spatio-Temporal Data.

[2021/06/19] One paper has been accepted by ECML PKDD 2021 Applied Data Science Track.

[2021/06/04] Our research has been added as one of Data Platform Initiative Projects by UTokyo Future Society Initiative (UTokyo FSI). [English] [Japanese]

[2021/05/16] One co-authored paper has been accepted by KDD 2021 Research Track. 

[2021/04/27] One paper collaborated with Yahoo! Japan Research has been accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).

PUBLICATION  [Google Scholar] 🌟Equal Contribution * and Corresponding Author #

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SERVICE

EXPERIENCE

                               Artificial Intelligence Research Center (AIRC), Research Assistant

                                      The University of Tokyo, Center for Spatial Information Science, Research Assistant

                                      The University of Tokyo, Earth Observation Data Integration & Fusion Research Initiative, Research Assistant

EDUCATION

                                  Supervisor: Ryosuke Shibasaki, Xuan Song

                                  Theme: Urban Computing, Smart City, Artificial Intelligence, Deep Learning

                                  Dissertation: A Study on Modeling and Analyzing Urban Human Mobility with Deep Learning

                                  Supervisor: Yoshiharu Ishikawa, Chuan Xiao

                                  Theme: Database, Data Engineering, Data Mining

                                  Thesis: A Study on Mining Density-Based Semantic Trajectory Patterns

                B.E. (Software Engineering) & B.A. (Japanese), GPA 3.85/4.0, ranking top1.5% (4th among 297 students)