FAN ZIPEI ＦＡＮＺＩＰＥＩ

Researcher Number	70835397
Other IDs	https://orcid.org/0000-0002-5396-7659
Affiliation (Current)	2025: LocationMind株式会社, Research and Development Division, シニアサイエンティスト 2025: LocationMind株式会社, LocationMind研究所, Researcher 2025: 東京大学, 空間情報科学研究センター, 客員研究員
Affiliation (based on the past Project Information) *help	2023 – 2024: 東京大学, 空間情報科学研究センター, 客員研究員 2020 – 2023: 東京大学, 空間情報科学研究センター, 特任講師
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related Except Principal Investigator Basic Section 22050:Civil engineering plan and transportation engineering-related
Keywords	Principal Investigator Data Privacy / Spatiotemporal Modeling / Federated Learning / Data Valuation / Privacy Preserving / Graph Neural Network / Trustworthy AI / Privacy preserving / Crowdsensing / Transfer Learning … More / Deep Learning / Urban Computing / Ubiquitous Computing / Human Mobility Modeling / Ensemble Model / Mobility Prediction / IoT in Urban System / Spatial data mining / Emergency management … More Except Principal Investigator プライバシー / データセキュリティ / 社会公益利用 / 社会受容性 / トラスト / データポータビリティ / 社会公益 / 個人情報 Less

Exploring social values of personal activity data obtained through data portability right
- Principal Investigator
  
  柴崎亮介
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Reitaku University
Heterogeneous Graph Neural Network based Federated Mobile CrowdsensingPrincipal Investigator
- Principal Investigator
  
  FAN ZIPEI
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
An Online Adaptive Boosting Ensemble Approach to Human Mobility Prediction at a Metropolitan ScalePrincipal Investigator
- Principal Investigator
  
  FAN ZIPEI
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo

All 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] Enhancing Trajectory Recovery From Gradients via Mobility Prior Knowledge2023
- Author(s)
  Zhang Kaiyue、Fan Zipei、Song Xuan、Yu Shui
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: 10 Issue: 6 Pages: 5583-5594
- DOI
  10.1109/jiot.2022.3221964
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks2023
- Author(s)
  Cao Qi、Jiang Renhe、Yang Chuang、Fan Zipei、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2022. Lecture Notes in Computer Science
  
  Volume: 0 Pages: 453-468
- DOI
  10.1007/978-3-031-26422-1_28
- ISBN
  9783031264214, 9783031264221
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Route to?Time and?Time to?Route: Travel Time Estimation from?Sparse Trajectories2023
- Author(s)
  Zhang Zhiwen、Wang Hongjun、Fan Zipei、Chen Jiyuan、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2022. Lecture Notes in Computer Science
  
  Volume: 0 Pages: 489-504
- DOI
  10.1007/978-3-031-26422-1_30
- ISBN
  9783031264214, 9783031264221
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization2023
- Author(s)
  Zhang Mingxin、Fan Zipei、Shibasaki Ryosuke、Song Xuan
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: 0 Issue: 15 Pages: 1-1
- DOI
  10.1109/jiot.2023.3262740
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning2023
- Author(s)
  Zhang Kaiyue、Wang Weiqi、Fan Zipei、Song Xuan、Yu Shui
- Journal Title
  
  GLOBECOM 2023-2023 IEEE Global Communications Conference
  
  Volume: - Pages: 44-49
- DOI
  10.1109/globecom54140.2023.10437231
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory2023
- Author(s)
  Zhang Zhiwen、Wang Hongjun、Fan Zipei、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 24 Issue: 5 Pages: 4917-4931
- DOI
  10.1109/tits.2023.3243087
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] Metropolitan-scale Mobility Digital Twin2023
- Author(s)
  Fan Zipei、Jiang Renhe、Shibasaki Ryosuke
- Journal Title
  
  Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining
  
  Volume: 0 Pages: 1301-1302
- DOI
  10.1145/3539597.3575782
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan2023
- Author(s)
  Zhiwen Zhang、Wang Hongjun、Fan Zipei、Shibasaki Ryosuke、Song Xuan
- Journal Title
  
  Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
  
  Volume: - Pages: 3524-3533
- DOI
  10.1145/3583780.3615513
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] ST-ExpertNet: A Deep Expert Framework for Traffic Prediction2022
- Author(s)
  Wang Hongjun、Chen Jiyuan、Fan Zipei、Zhang Zhiwen、Cai Zekun、Song Xuan
- Journal Title
  
  IEEE Transactions on Knowledge and Data Engineering
  
  Volume: 0 Issue: 7 Pages: 1-14
- DOI
  10.1109/tkde.2022.3196936
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Online trajectory prediction for metropolitan scale mobility digital twin2022
- Author(s)
  Fan Zipei、Yang Xiaojie、Yuan Wei、Jiang Renhe、Chen Quanjun、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Proceedings of the 30th International Conference on Advances in Geographic Information Systems
  
  Volume: 0 Pages: 1-12
- DOI
  10.1145/3557915.3561040
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation2022
- Author(s)
  Li Yongkang、Fan Zipei、Yin Du、Jiang Renhe、Deng Jinliang、Song Xuan
- Journal Title
  
  World Wide Web
  
  Volume: 0 Issue: 4 Pages: 0-0
- DOI
  10.1007/s11280-022-01092-5
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control2022
- Author(s)
  Yang Chuang、Zhang Zhiwen、Fan Zipei、Jiang Renhe、Chen Quanjun、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  IEEE Transactions on Visualization and Computer Graphics
  
  Volume: 0 Issue: 8 Pages: 1-1
- DOI
  10.1109/tvcg.2022.3165385
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Human Mobility-based Individual-level Epidemic Simulation Platform2022
- Author(s)
  Fan Zipei、Yang Chuang、Zhang Zhiwen、Song Xuan、Liu Yinghao、Jiang Renhe、Chen Quanjun、Shibasaki Ryosuke
- Journal Title
  
  ACM Transactions on Spatial Algorithms and Systems
  
  Volume: 8 Issue: 3 Pages: 1-16
- DOI
  10.1145/3491063
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility2022
- Author(s)
  Li Yongkang、Fan Zipei、Zhang Jixiao、Shi Dengheng、Xu Tianqi、Yin Du、Deng Jinliang、Song Xuan
- Journal Title
  
  CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management
  
  Volume: 0 Pages: 4209-4213
- DOI
  10.1145/3511808.3557609
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829
[Journal Article] Discovering Key Sub-Trajectories to Explain Traffic Prediction2022
- Author(s)
  Wang Hongjun、Fan Zipei、Chen Jiyuan、Zhang Lingyu、Song Xuan
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 1 Pages: 130-130
- DOI
  10.3390/s23010130
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782, KAKENHI-PROJECT-23K24829
[Journal Article] Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System2022
- Author(s)
  Jiang Renhe、Cai Zekun、Wang Zhaonan、Yang Chuang、Fan Zipei、Chen Quanjun、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  ACM Transactions on Intelligent Systems and Technology
  
  Volume: 13 Issue: 2 Pages: 1-24
- DOI
  10.1145/3472300
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19859, KAKENHI-PROJECT-20K19782
[Journal Article] GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation2022
- Author(s)
  Zhang Zhiwen、Wang Hongjun、Fan Zipei、Chen Jiyuan、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: 9 Issue: 23 Pages: 24107-24121
- DOI
  10.1109/jiot.2022.3190864
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829, KAKENHI-PROJECT-21H05001
[Journal Article] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-192021
- Author(s)
  Jiang Renhe、Wang Zhaonan、Cai Zekun、Yang Chuang、Fan Zipei、Xia Tianqi、Matsubara Go、Mizuseki Hiroto、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Joint European Conference on Machine Learning and Knowledge Discovery in Databases
  
  Volume: - Pages: 319-334
- DOI
  10.1007/978-3-030-86514-6_20
- ISBN
  9783030865139, 9783030865146
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting2021
- Author(s)
  Deng Jinliang、Chen Xiusi、Fan Zipei、Jiang Renhe、Song Xuan、Tsang Ivor W.
- Journal Title
  
  ACM Transactions on Knowledge Discovery from Data
  
  Volume: 15 Issue: 6 Pages: 1-25
- DOI
  10.1145/3450528
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction2021
- Author(s)
  Wang Zhaonan、Jiang Renhe、Cai Zekun、Fan Zipei、Liu Xin、Kim Kyoung-Sook、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Proceedings of 30th ACM International Conference on Information and Knowledge Management (CIKM)
  
  Volume: - Pages: 2060-2069
- DOI
  10.1145/3459637.3482482
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19859, KAKENHI-PROJECT-21K12042, KAKENHI-PROJECT-20K19782
[Journal Article] FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction2021
- Author(s)
  Liu Yinghao、Fan Zipei、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  Sensors
  
  Volume: 21 Issue: 24 Pages: 8282-8282
- DOI
  10.3390/s21248282
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Journal Article] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction2021
- Author(s)
  Jiang Renhe、Cai Zekun、Wang Zhaonan、Yang Chuang、Fan Zipei、Chen Quanjun、Tsubouchi Kota、Song Xuan、Shibasaki Ryosuke
- Journal Title
  
  IEEE Transactions on Knowledge and Data Engineering
  
  Volume: - Pages: 1-1
- DOI
  10.1109/tkde.2021.3077056
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782, KAKENHI-PROJECT-20K19859
[Journal Article] Transfer Urban Human Mobility via POI Embedding over Multiple Cities2021
- Author(s)
  Jiang Renhe、Song Xuan、Fan Zipei、Xia Tianqi、Wang Zhaonan、Chen Quanjun、Cai Zekun、Shibasaki Ryosuke
- Journal Title
  
  ACM/IMS Transactions on Data Science
  
  Volume: 2 Issue: 1 Pages: 1-26
- DOI
  10.1145/3416914
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782, KAKENHI-PROJECT-20K19859, KAKENHI-PROJECT-17H06108
[Journal Article] Will you go where you search? A deep learning framework for estimating user search-and-go behavior2020
- Author(s)
  Jiang Renhe、Chen Quanjun、Cai Zekun、Fan Zipei、Song Xuan、Tsubouchi Kota、Shibasaki Ryosuke
- Journal Title
  
  Neurocomputing
  
  Volume: - Pages: 338-348
- DOI
  10.1016/j.neucom.2020.10.001
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782, KAKENHI-PROJECT-17H06108
[Presentation] Metropolitan-scale Mobility Digital Twin2022
- Author(s)
  Zipei Fan
- Organizer
  he Sixteenth ACM International Conference on Web Search and Data Mining
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19782
[Presentation] Spatial Big Data Meets AI: Applications and Perspectives2022
- Author(s)
  Zipei Fan
- Organizer
  2022 IEEE International Conference on Big Data (Big Data)
- Data Source
  KAKENHI-PROJECT-20K19782
[Presentation] Generative Personalized Federated Learning Framework for Travel Time Estimation2022
- Author(s)
  Zipei Fan
- Organizer
  the 20th ACM Conference on Embedded Networked Sensor Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24829

1. 柴崎亮介 (70206126)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 宋軒 (20600737)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 姜仁河

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

FAN ZIPEI ＦＡＮ ＺＩＰＥＩ

Research Projects

Research Products

Co-Researchers

Exploring social values of personal activity data obtained through data portability right

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Heterogeneous Graph Neural Network based Federated Mobile CrowdsensingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

An Online Adaptive Boosting Ensemble Approach to Human Mobility Prediction at a Metropolitan ScalePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Enhancing Trajectory Recovery From Gradients via Mobility Prior Knowledge2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks2023

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Route to?Time and?Time to?Route: Travel Time Estimation from?Sparse Trajectories2023

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Metropolitan-scale Mobility Digital Twin2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ST-ExpertNet: A Deep Expert Framework for Traffic Prediction2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Online trajectory prediction for metropolitan scale mobility digital twin2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control2022

FAN ZIPEI ＦＡＮＺＩＰＥＩ