Zipei Fan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 73

Top Topics

Weakly Supervised Learning

Top Venues

Publications

Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Renhe Jiang, Zipei Fan, Xuan Song
Hyper-relational knowledge graph neural network for next POI recommendation. World Wide Web (WWW) 27 (4) (2024)
Zekun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang, Zipei Fan, Kota Tsubouchi, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks. IEEE Trans. Mob. Comput. 23 (5) (2024)
Hetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song
HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios. ICRA (2024)
Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki
Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model. KDD (2024)
He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval. CoRR (2024)
Jiaqi Zhang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
A geometry-driven neural topic model for trip purpose inference. GeoInformatica 28 (2) (2024)
Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic. CoRR (2024)
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility. CoRR (2023)
Yudong Tao, Chuang Yang, Tianyi Wang, Erik Coltey, Yanxiu Jin, Yinghao Liu, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis
A Survey on Data-driven COVID-19 and Future Pandemic Management. ACM Comput. Surv. 55 (7) (2023)
Yongkang Li, Zipei Fan, Du Yin, Renhe Jiang, Jinliang Deng, Xuan Song
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation. World Wide Web (WWW) 26 (4) (2023)
Zipei Fan, Renhe Jiang, Ryosuke Shibasaki
Metropolitan-scale Mobility Digital Twin. WSDM (2023)
Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song
Discovering Key Sub-Trajectories to Explain Traffic Prediction. Sensors 23 (1) (2023)
Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation. CoRR (2023)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan. CIKM (2023)
Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Kaiyue Zhang, Zipei Fan, Xuan Song, Shui Yu
Enhancing Trajectory Recovery From Gradients via Mobility Prior Knowledge. IEEE Internet Things J. 10 (6, March 15) (2023)
Weihang Ran, Wei Yuan, Xiaodan Shi, Zipei Fan, Ryosuke Shibasaki
Hybrid Feature Embedding for Automatic Building Outline Extraction. IGARSS (2023)
Weihang Ran, Wei Yuan, Xiaodan Shi, Zipei Fan, Ryosuke Shibasaki
Hybrid Feature Embedding For Automatic Building Outline Extraction. CoRR (2023)
Chuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization. IEEE Internet Things J. 10 (15) (2023)
Wei Yuan, Weihang Ran, Xiaodan Shi, Zipei Fan, Yang Cai, Ryosuke Shibasaki
Graph Encoding based Hybrid Vision Transformer for Automatic Road Network Extraction. IGARSS (2023)
Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu
Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning. GLOBECOM (2023)
Zhaonan Wang, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Towards an Event-Aware Urban Mobility Prediction System. WSDM (2023)
Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Zipei Fan, Xuan Song
Hyper-Relational Knowledge Graph Neural Network for Next POI. CoRR (2023)
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. AAAI (2023)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories. ECML/PKDD (6) (2022)
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization. CoRR (2022)
Yifan Jiang, Zezheng Feng, Hongjun Wang, Zipei Fan, Xuan Song
TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley. CoRR (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka. Big Data (2022)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories. CoRR (2022)
Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song
Exploring intercity regional similarity using worldwide location-based social network data (demo paper). SIGSPATIAL/GIS (2022)
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks. ECML/PKDD (6) (2022)
Wei Yuan, Xiaodan Shi, Zhiling Guo, Zipei Fan, Jianya Gong, Ryosuke Shibasaki
Cross-Scale Attention-based Tree Crown Detection via UAV imagery. IGARSS (2022)
Zhiwen Zhang, Hongjun Wang, Jiyuan Chen, Zipei Fan, Xuan Song, Ryosuke Shibasaki
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation. CoRR (2022)
Zipei Fan, Chuang Yang, Zhiwen Zhang, Xuan Song, Yinghao Liu, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki
Human Mobility-based Individual-level Epidemic Simulation Platform. ACM Trans. Spatial Algorithms Syst. 8 (3) (2022)
Renhe Jiang, Quanjun Chen, Zekun Cai, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki
Will you go where you search? A deep learning framework for estimating user search-and-go behavior. Neurocomputing 472 (2022)
Zipei Fan, Zhiwen Zhang, Hongjun Wang
Generative Personalized Federated Learning Framework for Travel Time Estimation. SenSys (2022)
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin. CoRR (2022)
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Online trajectory prediction for metropolitan scale mobility digital twin. SIGSPATIAL/GIS (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract). ICDE (2022)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation. IEEE Internet Things J. 9 (23) (2022)
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. CoRR (2022)
Yongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility. CIKM (2022)
Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction. CoRR (2022)
He Zhu, Liyu Zhang, Zipei Fan
Personalized individual trajectory prediction via meta-learning. SIGSPATIAL/GIS (2022)
Zhaonan Wang, Renhe Jiang, Zekun Cai, Zipei Fan, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki
Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction. CIKM (2021)
Jinliang Deng, Xiusi Chen, Zipei Fan, Renhe Jiang, Xuan Song, Ivor W. Tsang
The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Yinghao Liu, Zipei Fan, Xuan Song, Ryosuke Shibasaki
FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction. Sensors 21 (24) (2021)
Renhe Jiang, Zhaonan Wang, Zekun Cai, Chuang Yang, Zipei Fan, Tianqi Xia, Go Matsubara, Hiroto Mizuseki, Xuan Song, Ryosuke Shibasaki
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19. ECML/PKDD (4) (2021)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Zhaonan Wang, Quanjun Chen, Zekun Cai, Ryosuke Shibasaki
Transfer Urban Human Mobility via POI Embedding over Multiple Cities. Trans. Data Sci. 2 (1) (2021)
Zipei Fan, Xuan Song, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Kota Tsubouchi
Trajectory fingerprint: one-shot human trajectory identification using Siamese network. CCF Trans. Pervasive Comput. Interact. 2 (2) (2020)
Quanjun Chen, Renhe Jiang, Chuang Yang, Zekun Cai, Zipei Fan, Kota Tsubouchi, Ryosuke Shibasaki, Xuan Song
DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction. SIGSPATIAL/GIS (2020)
Zhiwen Zhang, Chuang Yang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control. CoRR (2020)
Zipei Fan, Xuan Song, Yinghao Liu, Zhiwen Zhang, Chuang Yang, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki
Human mobility based individual-level epidemic simulation platform. ACM SIGSPATIAL Special 12 (1) (2020)
Xiaodan Shi, Xiaowei Shao, Zipei Fan, Renhe Jiang, Haoran Zhang, Zhiling Guo, Guangming Wu, Wei Yuan, Ryosuke Shibasaki
Multimodal Interaction-Aware Trajectory Prediction in Crowded Space. AAAI (2020)
Zipei Fan, Xuan Song, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki
Decentralized Attention-based Personalized Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Dou Huang, Xuan Song, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Yu Zhang, Haizhong Wang, Yugo Kato
A Variational Autoencoder Based Generative Model of Urban Human Mobility. MIPR (2019)
Zipei Fan, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Xuan Song, Kota Tsubouchi
Deep Multiple Instance Learning for Human Trajectory Identification. SIGSPATIAL/GIS (2019)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki
VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction. CoRR (2019)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction. AAAI (2018)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Qi Chen, Ryosuke Shibasaki
Deep ROI-Based Modeling for Urban Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Tianqi Xia, Xuan Song, Zipei Fan, Hiroshi Kanasugi, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki
DeepRailway: A Deep Learning System for Forecasting Railway Traffic. MIPR (2018)
Quanjun Chen, Xuan Song, Zipei Fan, Tianqi Xia, Harutoshi Yamada, Ryosuke Shibasaki
A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data. MIPR (2018)
Zipei Fan, Xuan Song, Tianqi Xia, Renhe Jiang, Ryosuke Shibasaki, Ritsu Sakuramachi
Online Deep Ensemble Learning for Predicting Citywide Human Mobility. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Tianqi Xia, Xuan Song, Dou Huang, Satoshi Miyazawa, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki
Outbound behavior analysis through social network data: A case study of Chinese people in Japan. IEEE BigData (2017)
Zipei Fan, Xuan Song, Ryosuke Shibasaki, Tao Li, Hodaka Kaneda
CityCoupling: bridging intercity human mobility. UbiComp (2016)
Ayumi Arai, Zipei Fan, Dunstan Matekenya, Ryosuke Shibasaki
Comparative Perspective of Human Behavior Patterns to Uncover Ownership Bias among Mobile Phone Users. ISPRS Int. J. Geo Inf. 5 (6) (2016)
Zipei Fan, Ayumi Arai, Xuan Song, Apichon Witayangkurn, Hiroshi Kanasugi, Ryosuke Shibasaki
A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records. IJCAI (2016)
Zipei Fan, Xuan Song, Ryosuke Shibasaki, Ryutaro Adachi
CityMomentum: an online approach for crowd behavior prediction at a citywide level. UbiComp (2015)
Zipei Fan, Xuan Song, Ryosuke Shibasaki
CitySpectrum: a non-negative tensor factorization approach. UbiComp (2014)
Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha
Monocular Pedestrian Tracking from a Moving Vehicle. ACCV Workshops (2) (2012)