Xiqun Chen

31 papers Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Mode Spatiotemporal Adaptive Fusion Network for Travel Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Chuanjia Li, Yong Chen, Shuyang Xu, Xiqun Chen
2026 J jnl
Short-Term Area Trip Attraction Prediction Based on Real-Time Human Mobility Data.
IEEE Trans. Intell. Transp. Syst.
Shuyang Xu, Chuanjia Li, Yong Chen, Yuelong Su, Yi Li, Xiqun Chen
2025 J jnl
CIDTL: A Cross-In Domain Transfer Learning Model for Vehicular Trajectory Prediction Under Few-Shot Conditions of Aggressive Driving Behavior.
IEEE Trans. Intell. Transp. Syst.
Qinghao Fu, Maosi Geng, Lixian Zhong, Junyi Li, Xiqun Chen
2025 J jnl
Distance-Informed Neural Eikonal Solver for Reactive Dynamic User-Equilibrium of Macroscopic Continuum Traffic Flow Model.
IEEE Trans. Intell. Transp. Syst.
Yun Ye, Haoyang Liang, Jian Sun, Xiqun Chen
2025 J jnl
Multi-View Hypergraph-Based Ride-Sourcing Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Chuanjia Li, Yong Chen, Haoge Xu, Xiqun Chen, Der-Horng Lee
2025 J jnl
Proactive Urban Expressway Guidance: A Hybrid Approach Using Reinforcement Learning and Traffic Prediction Models.
IEEE Internet Things J.
Linghao Wang, Zheyuan Jiang, Ziyue Qi, Ziyi Shi, Xiqun Chen, Zheng Zhu
2025 J jnl
Toward Interactive Next Location Prediction Driven by Large Language Models.
IEEE Trans. Comput. Soc. Syst.
Yong Chen, Ben Chi, Chuanjia Li, Yuliang Zhang, Chenlei Liao, Xiqun Chen, Na Xie
2024 J jnl
A Multi-Context Aware Human Mobility Prediction Model Based on Motif-Preserving Travel Preference Learning.
IEEE Trans. Intell. Transp. Syst.
Yong Chen, Ningke Xie, Haoge Xu, Xiqun Chen, Der-Horng Lee
2024 J jnl
Physics-Guided Multi-Source Transfer Learning for Network-Scale Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Junyi Li, Chenlei Liao, Simon Hu, Xiqun Chen, Der-Horng Lee
2024 J jnl
Short-Term Metro Origin-Destination Passenger Flow Prediction via Spatio-Temporal Dynamic Attentive Multi-Hypergraph Network.
IEEE Trans. Intell. Transp. Syst.
Loutao Shen, Junyi Li, Yong Chen, Chuanjia Li, Xiqun Chen, Der-Horng Lee
2023 J jnl
Adaptive and Simultaneous Trajectory Prediction for Heterogeneous Agents via Transferable Hierarchical Transformer Network.
IEEE Trans. Intell. Transp. Syst.
Maosi Geng, Junyi Li, Chuangjia Li, Ningke Xie, Xiqun Chen, Der-Horng Lee
2023 J jnl
Multimodal Vehicular Trajectory Prediction With Inverse Reinforcement Learning and Risk Aversion at Urban Unsignalized Intersections.
IEEE Trans. Intell. Transp. Syst.
Maosi Geng, Zeen Cai, Yizhang Zhu, Xiqun Chen, Der-Horng Lee
2023 J jnl
Quantifying traffic emission reductions and traffic congestion alleviation from high-capacity ride-sharing.
CoRR
Wang Chen, Jintao Ke, Xiqun Chen
2022 J jnl
GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data.
IEEE Trans. Intell. Transp. Syst.
Jielun Liu, Ghim Ping Ong, Xiqun Chen
2022 — conf
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes.
ITSC
Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu
2022 — conf
Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy.
ITSC
Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu
2020 J jnl
Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban Network Speed Prediction.
IEEE Trans. Intell. Transp. Syst.
Lingxiao Zhou, Shuaichao Zhang, Jingru Yu, Xiqun Chen
2019 J jnl
Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State Estimation and Prediction.
IEEE Trans. Intell. Transp. Syst.
Xiqun Chen, Shuaichao Zhang, Li Li, Liang Li
2019 J jnl
Hexagon-Based Convolutional Neural Network for Supply-Demand Forecasting of Ride-Sourcing Services.
IEEE Trans. Intell. Transp. Syst.
Jintao Ke, Hai Yang, Hongyu Zheng, Xiqun Chen, Yitian Jia, Pinghua Gong, Jieping Ye
2019 J jnl
Probabilistic Data Fusion for Short-Term Traffic Prediction With Semiparametric Density Ratio Model.
IEEE Trans. Intell. Transp. Syst.
Zheng Zhu, Xiqun Chen, Xuechi Zhang, Lei Zhang
2018 — conf
A Visual Analytics Approach for Traffic Flow Prediction Ensembles.
PG (Short Papers and Posters)
Kezhi Kong, Yuxin Ma, Chentao Ye, Junhua Lu, Xiqun Chen, Wei Zhang, Wei Chen
2018 J jnl
PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data.
CoRR
Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen
2017 J jnl
A surrogate-based optimization algorithm for network design problems.
Frontiers Inf. Technol. Electron. Eng.
Meng Li, Xi Lin, Xiqun Chen
2017 J jnl
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach.
CoRR
Jintao Ke, Hongyu Zheng, Hai Yang, Xiqun Chen
2014 J jnl
Multimodel Ensemble for Freeway Traffic State Estimations.
IEEE Trans. Intell. Transp. Syst.
Li Li, Xiqun Chen, Lei Zhang
2013 J jnl
Freeway Travel-Time Estimation Based on Temporal-Spatial Queueing Model.
IEEE Trans. Intell. Transp. Syst.
Li Li, Xiqun Chen, Zhiheng Li, Lei Zhang
2012 J jnl
Phase Diagram Analysis Based on a Temporal-Spatial Queueing Model.
IEEE Trans. Intell. Transp. Syst.
Xiqun Chen, Li Li, Zhiheng Li
2010 J jnl
A Markov Model for Headway/Spacing Distribution of Road Traffic.
IEEE Trans. Intell. Transp. Syst.
Xiqun Chen, Li Li, Yi Zhang
2010 — conf
Equilibrium analysis and comparison for general CTMs and LCTMs.
ITSC
Xiqun Chen, Li Li, Qixin Shi, Jin Xin Cao
2009 — conf
Stabilization of traffic flow based on multi-anticipative intelligent driver model.
ITSC
Xiqun Chen, Ruimin Li, Weijun Xie, Qixin Shi
2008 — conf
Estimation of Vehicle Usage Rate Based on Capture-Recapture Model with License Plate Recognition Data.
ITSC
Xiqun Chen, Xinmiao Yang, Qixin Shi