张志文｜吉林大学｜学者主页

期刊论文

2026

Two-Stage Fine-Grained Trajectory Generation Constrained by Road Networks

Zewu Lv, Zipei Fan, Zhiwen Zhang, Xuan Song

International Joint Conference on Artificial Intelligence

DOI

2026

Taming Spatial Heterophily and Temporal Irregularity: A Curriculum Learning Approach for Traffic Forecasting

Hongjun Wang, Zhiwen Zhang, J Chen, Zipei Fan, Renhe Jiang, Wei Yuan, Ryosuke Shibasaki, Xuan SONG

IEEE Transactions on Intelligent Transportation Systems

DOI

2026

Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Renhe Jiang, Wei Yuan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Mobile Computing

DOI

2025

Emergency Management in Japan: Human Decision-Making Strategy Analysis During Large-Scale Earthquake

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki

Transactions In Gis，Vol. 290, No. 1

DOI

2025

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction

Zhiwen Zhang, Wei Yuan, Zipei Fan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

PortVIS: An Interactive Platform for Port-to-Port Trajectory Imputation and Visual Analytics

Zhiwen Zhang, Zi-Pei Fan, Wei Yuan, Shun Iwazaki, Ryosuke Shibasaki

SIGSPATIAL/GIS

DOI

2024

Stochastic Lighthill-Whitham-Richards traffic flow model for nonlinear speed-density relationships

Tianxiang Fan, S. C. Wong, Zhiwen Zhang, Jie Du

Transportmetrica B-Transport Dynamics，Vol. 12, No. 1

DOI

2024

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model

Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2023

Multi-Task Weakly Supervised Learning for Origin–Destination Travel Time Estimation

Hong-Jun Wang, Zhiwen Zhang, Zi-Pei Fan, Ji-Yuan Chen, Lingyu Zhang, R. Shibasaki, Xuan Song

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Xuan Song, R. Shibasaki

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Ryosuke Shibasaki, Xuan Song

International Conference on Information and Knowledge Management

DOI

2022

基于实景数据增强和双路径融合网络的实时街景语义分割算法

张志文，刘天歌，聂鹏举

《电子学报》

2022

ST-ExpertNet: A Deep Expert Framework for Traffic Prediction

Hong-Jun Wang, Ji-Yuan Chen, Zi-Pei Fan, Zhiwen Zhang, Ze-Kun Cai, Xuan Song

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Ji-Yuan Chen, Xuan Song, R. Shibasaki

ECML/PKDD

DOI

2022

GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Ji-Yuan Chen, Xuan Song, R. Shibasaki

IEEE Internet of Things Journal

DOI

2022

Human Mobility-based Individual-level Epidemic Simulation Platform

Zi-Pei Fan, Chuang Yang, Zhiwen Zhang, Xuan Song, Yinghao Liu, Renhe Jiang, Quanjun Chen, R. Shibasaki

ACM Trans. Spatial Algorithms Syst.

DOI

2022

Generative Personalized Federated Learning Framework for Travel Time Estimation

Zi-Pei Fan, Zhiwen Zhang, Hong-Jun Wang

ACM International Conference on Embedded Networked Sensor Systems

DOI

2020

Human mobility based individual-level epidemic simulation platform

Zi-Pei Fan, Xuan Song, Yinghao Liu, Zhiwen Zhang, Chuang Yang, Quanjun Chen, Renhe Jiang, R. Shibasaki

ACM SIGSPATIAL Special

DOI

预印本

2020

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control

Chuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki

arXiv preprint

DOI

张志文

精选作品

期刊论文

Two-Stage Fine-Grained Trajectory Generation Constrained by Road Networks

Taming Spatial Heterophily and Temporal Irregularity: A Curriculum Learning Approach for Traffic Forecasting

Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction

Emergency Management in Japan: Human Decision-Making Strategy Analysis During Large-Scale Earthquake

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction

PortVIS: An Interactive Platform for Port-to-Port Trajectory Imputation and Visual Analytics

Stochastic Lighthill-Whitham-Richards traffic flow model for nonlinear speed-density relationships

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model

Multi-Task Weakly Supervised Learning for Origin–Destination Travel Time Estimation

Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory

Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan

基于实景数据增强和双路径融合网络的实时街景语义分割算法

ST-ExpertNet: A Deep Expert Framework for Traffic Prediction

Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories

GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation

Human Mobility-based Individual-level Epidemic Simulation Platform

Generative Personalized Federated Learning Framework for Travel Time Estimation

Human mobility based individual-level epidemic simulation platform

预印本

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control

研究方向