| 2026 | AAAI | Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation. | Yuxi Lin, Yongkang Li, Jie Xing, Zipei Fan |
| 2025 | KDD | CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events. | Xiaojie Yang, Hangli Ge, Jiawei Wang, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Noboru Koshizuka |
| 2025 | SMC | Simulation of Emergency Evacuation in Large Scale Metropolitan Railway Systems for Urban Resilience. | Hangli Ge, Xiaojie Yang, Zipei Fan, Francesco Flammini, Noboru Koshizuka |
| 2024 | ICRA | HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios. | Hetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song |
| 2024 | KDD | Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model. | Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki |
| 2023 | AAAI | Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. | Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang |
| 2023 | CIKM | Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan. | Zhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song |
| 2023 | GLOBECOM | Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning. | Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu |
| 2023 | IGARSS | Hybrid Feature Embedding for Automatic Building Outline Extraction. | Weihang Ran, Wei Yuan, Xiaodan Shi, Zipei Fan, Ryosuke Shibasaki |
| 2023 | IGARSS | Graph Encoding based Hybrid Vision Transformer for Automatic Road Network Extraction. | Wei Yuan, Weihang Ran, Xiaodan Shi, Zipei Fan, Yang Cai, Ryosuke Shibasaki |
| 2023 | WSDM | Towards an Event-Aware Urban Mobility Prediction System. | Zhaonan Wang, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki |
| 2023 | WSDM | Metropolitan-scale Mobility Digital Twin. | Zipei Fan, Renhe Jiang, Ryosuke Shibasaki |
| 2022 | CIKM | Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility. | Yongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song |
| 2022 | ICDE | DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract). | Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki |
| 2022 | IGARSS | Cross-Scale Attention-based Tree Crown Detection via UAV imagery. | Wei Yuan, Xiaodan Shi, Zhiling Guo, Zipei Fan, Jianya Gong, Ryosuke Shibasaki |
| 2022 | SENSYS | Generative Personalized Federated Learning Framework for Travel Time Estimation. | Zipei Fan, Zhiwen Zhang, Hongjun Wang |
| 2021 | CIKM | Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction. | Zhaonan Wang, Renhe Jiang, Zekun Cai, Zipei Fan, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki |
| 2020 | AAAI | Multimodal Interaction-Aware Trajectory Prediction in Crowded Space. | Xiaodan Shi, Xiaowei Shao, Zipei Fan, Renhe Jiang, Haoran Zhang, Zhiling Guo, Guangming Wu, Wei Yuan, Ryosuke Shibasaki |
| 2018 | AAAI | DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction. | Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki |
| 2016 | IJCAI | A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records. | Zipei Fan, Ayumi Arai, Xuan Song, Apichon Witayangkurn, Hiroshi Kanasugi, Ryosuke Shibasaki |
| 2012 | ACCV | Monocular Pedestrian Tracking from a Moving Vehicle. | Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha |