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2020 – today
- 2024
[j26]Jiaqi Zhang, Zipei Fan, Xuan Song, Ryosuke Shibasaki:
A geometry-driven neural topic model for trip purpose inference. GeoInformatica 28(2): 313-333 (2024)- [j25]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): 5433-5445 (2024) - [j24]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): 46 (2024) - [c34]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: 14101-14108 - [c33]Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki:
Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model. KDD 2024: 4398-4407 - [i16]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 abs/2402.19273 (2024) - [i15]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 abs/2403.04812 (2024) - [i14]He Zhu, Junyou Su, Tianle Lun, Yicheng Tao, Wenjia Zhang, Zipei Fan, Guanhua Chen:
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. CoRR abs/2408.01323 (2024) - 2023
- [j23]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): 141:1-141:36 (2023) - [j22]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): 5583-5594 (2023) - [j21]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): 13662-13672 (2023) - [j20]Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song:
Discovering Key Sub-Trajectories to Explain Traffic Prediction. Sensors 23(1): 130 (2023) - [j19]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): 4917-4931 (2023) - [j18]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): 276-290 (2023) - [j17]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): 7512-7525 (2023) - [j16]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): 11628-11641 (2023) - [j15]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): 3586-3601 (2023) - [j14]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): 1625-1648 (2023) - [c32]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: 4668-4675 - [c31]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: 3524-3533 - [c30]Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu:
Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning. GLOBECOM 2023: 44-49 - [c29]Weihang Ran, Wei Yuan, Xiaodan Shi, Zipei Fan, Ryosuke Shibasaki:
Hybrid Feature Embedding for Automatic Building Outline Extraction. IGARSS 2023: 3652-3655 - [c28]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: 3656-3658 - [c27]Zipei Fan, Renhe Jiang, Ryosuke Shibasaki:
Metropolitan-scale Mobility Digital Twin. WSDM 2023: 1301-1302 - [c26]Zhaonan Wang, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki:
Towards an Event-Aware Urban Mobility Prediction System. WSDM 2023: 1303-1304 - [i13]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 abs/2301.05336 (2023) - [i12]Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki:
Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility. CoRR abs/2306.14857 (2023) - [i11]Weihang Ran, Wei Yuan, Xiaodan Shi, Zipei Fan, Ryosuke Shibasaki:
Hybrid Feature Embedding For Automatic Building Outline Extraction. CoRR abs/2307.10609 (2023) - [i10]Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Zipei Fan, Xuan Song:
Hyper-Relational Knowledge Graph Neural Network for Next POI. CoRR abs/2311.16683 (2023) - 2022
- [j13]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: 338-348 (2022) - [j12]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): 24107-24121 (2022) - [j11]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): 21:1-21:24 (2022) - [j10]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): 1-16 (2022) - [c25]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. IEEE Big Data 2022: 6676-6677 - [c24]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: 4209-4213 - [c23]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: 103:1-103:12 - [c22]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: 104:1-104:4 - [c21]He Zhu, Liyu Zhang, Zipei Fan:
Personalized individual trajectory prediction via meta-learning. SIGSPATIAL/GIS 2022: 116:1-116:2 - [c20]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: 1519-1520 - [c19]Wei Yuan, Xiaodan Shi, Zhiling Guo, Zipei Fan, Jianya Gong, Ryosuke Shibasaki:
Cross-Scale Attention-based Tree Crown Detection via UAV imagery. IGARSS 2022: 2203-2206 - [c18]Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki:
MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks. ECML/PKDD (6) 2022: 453-468 - [c17]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: 489-504 - [c16]Zipei Fan, Zhiwen Zhang, Hongjun Wang:
Generative Personalized Federated Learning Framework for Travel Time Estimation. SenSys 2022: 825-826 - [i9]Yifan Jiang, Zezheng Feng, Hongjun Wang, Zipei Fan, Xuan Song:
TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley. CoRR abs/2203.06213 (2022) - [i8]Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song:
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization. CoRR abs/2204.05184 (2022) - [i7]Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song:
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction. CoRR abs/2205.07851 (2022) - [i6]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 abs/2206.10418 (2022) - [i5]Zhiwen Zhang, Hongjun Wang, Jiyuan Chen, Zipei Fan, Xuan Song, Ryosuke Shibasaki:
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation. CoRR abs/2207.00838 (2022) - [i4]Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki:
Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin. CoRR abs/2207.03575 (2022) - [i3]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 abs/2211.15182 (2022) - 2021
- [j9]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): 8282 (2021) - [j8]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): 4:1-4:26 (2021) - [j7]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): 103:1-103:25 (2021) - [c15]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: 2060-2069 - [c14]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: 319-334 - 2020
- [j6]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): 113-125 (2020) - [j5]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): 34-40 (2020) - [c13]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: 11982-11989 - [c12]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: 283-292 - [i2]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 abs/2007.03180 (2020)
2010 – 2019
- 2019
- [j4]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): 133:1-133:26 (2019) - [c11]Zipei Fan, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Xuan Song, Kota Tsubouchi:
Deep Multiple Instance Learning for Human Trajectory Identification. SIGSPATIAL/GIS 2019: 512-515 - [c10]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: 425-430 - [i1]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 abs/1911.06982 (2019) - 2018
- [j3]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): 14:1-14:29 (2018) - [j2]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): 105:1-105:21 (2018) - [c9]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: 784-791 - [c8]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: 51-56 - [c7]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: 346-351 - 2017
- [c6]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: 2778-2786 - 2016
- [j1]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): 85 (2016) - [c5]Zipei Fan, Xuan Song, Ryosuke Shibasaki, Tao Li, Hodaka Kaneda:
CityCoupling: bridging intercity human mobility. UbiComp 2016: 718-728 - [c4]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: 2500-2506 - 2015
- [c3]Zipei Fan, Xuan Song, Ryosuke Shibasaki, Ryutaro Adachi:
CityMomentum: an online approach for crowd behavior prediction at a citywide level. UbiComp 2015: 559-569 - 2014
- [c2]Zipei Fan, Xuan Song, Ryosuke Shibasaki:
CitySpectrum: a non-negative tensor factorization approach. UbiComp 2014: 213-223 - 2012
- [c1]Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha:
Monocular Pedestrian Tracking from a Moving Vehicle. ACCV Workshops (2) 2012: 335-346
Coauthor Index
[j26] [j25] [c33] [j23] [j21] [j19] [j18] [j16] [j15] [c31] [c29] [c28] [c27] [c26] [i13] [i12] [i11] [j13] [j12] [j11] [j10] [c25] [c23] [c22] [c20] [c19] [c18] [c17] [i8] [i6] [i5] [i4] [j9] [j8] [c15] [c14] [j6] [j5] [c13] [c12] [i2] [j4] [c11] [c10] [i1] [j3] [j2] [c9] [c8] [c7] [c6] [j1] [c5] [c4] [c3] [c2]
[j26] [j25] [j24] [c34] [c33] [i15] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [c32] [c31] [c30] [c26] [i13] [i12] [i10] [j13] [j12] [j11] [j10] [c25] [c24] [c23] [c22] [c20] [c18] [c17] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [j9] [j8] [j7] [c15] [c14] [j6] [j5] [c12] [i2] [j4] [c11] [c10] [i1] [j3] [j2] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
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