Xiqun Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 16

Top Topics

Heterogeneous Agents

Preference Learning

Sharing Platform

Top Venues

IEEE Trans. Intell. Transp. Syst.

PG (Short Papers and Posters)

Publications

Yong Chen, Ningke Xie, Haoge Xu, Xiqun Chen, Der-Horng Lee
A Multi-Context Aware Human Mobility Prediction Model Based on Motif-Preserving Travel Preference Learning. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Loutao Shen, Junyi Li, Yong Chen, Chuanjia Li, Xiqun Chen, Der-Horng Lee
Short-Term Metro Origin-Destination Passenger Flow Prediction via Spatio-Temporal Dynamic Attentive Multi-Hypergraph Network. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Wang Chen, Jintao Ke, Xiqun Chen
Quantifying traffic emission reductions and traffic congestion alleviation from high-capacity ride-sharing. CoRR (2023)
Maosi Geng, Junyi Li, Chuangjia Li, Ningke Xie, Xiqun Chen, Der-Horng Lee
Adaptive and Simultaneous Trajectory Prediction for Heterogeneous Agents via Transferable Hierarchical Transformer Network. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Maosi Geng, Zeen Cai, Yizhang Zhu, Xiqun Chen, Der-Horng Lee
Multimodal Vehicular Trajectory Prediction With Inverse Reinforcement Learning and Risk Aversion at Urban Unsignalized Intersections. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Jielun Liu, Ghim Ping Ong, Xiqun Chen
GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu
Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy. ITSC (2022)
Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. ITSC (2022)
Lingxiao Zhou, Shuaichao Zhang, Jingru Yu, Xiqun Chen
Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban Network Speed Prediction. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Zheng Zhu, Xiqun Chen, Xuechi Zhang, Lei Zhang
Probabilistic Data Fusion for Short-Term Traffic Prediction With Semiparametric Density Ratio Model. IEEE Trans. Intell. Transp. Syst. 20 (7) (2019)
Xiqun Chen, Shuaichao Zhang, Li Li, Liang Li
Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State Estimation and Prediction. IEEE Trans. Intell. Transp. Syst. 20 (4) (2019)
Jintao Ke, Hai Yang, Hongyu Zheng, Xiqun Chen, Yitian Jia, Pinghua Gong, Jieping Ye
Hexagon-Based Convolutional Neural Network for Supply-Demand Forecasting of Ride-Sourcing Services. IEEE Trans. Intell. Transp. Syst. 20 (11) (2019)
Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen
PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data. CoRR (2018)
Kezhi Kong, Yuxin Ma, Chentao Ye, Junhua Lu, Xiqun Chen, Wei Zhang, Wei Chen
A Visual Analytics Approach for Traffic Flow Prediction Ensembles. PG (Short Papers and Posters) (2018)
Jintao Ke, Hongyu Zheng, Hai Yang, Xiqun Chen
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach. CoRR (2017)
Meng Li, Xi Lin, Xiqun Chen
A surrogate-based optimization algorithm for network design problems. Frontiers Inf. Technol. Electron. Eng. 18 (11) (2017)
Li Li, Xiqun Chen, Lei Zhang
Multimodel Ensemble for Freeway Traffic State Estimations. IEEE Trans. Intell. Transp. Syst. 15 (3) (2014)
Li Li, Xiqun Chen, Zhiheng Li, Lei Zhang
Freeway Travel-Time Estimation Based on Temporal-Spatial Queueing Model. IEEE Trans. Intell. Transp. Syst. 14 (3) (2013)
Xiqun Chen, Li Li, Zhiheng Li
Phase Diagram Analysis Based on a Temporal-Spatial Queueing Model. IEEE Trans. Intell. Transp. Syst. 13 (4) (2012)
Xiqun Chen, Li Li, Yi Zhang
A Markov Model for Headway/Spacing Distribution of Road Traffic. IEEE Trans. Intell. Transp. Syst. 11 (4) (2010)
Xiqun Chen, Li Li, Qixin Shi, Jin Xin Cao
Equilibrium analysis and comparison for general CTMs and LCTMs. ITSC (2010)
Xiqun Chen, Ruimin Li, Weijun Xie, Qixin Shi
Stabilization of traffic flow based on multi-anticipative intelligent driver model. ITSC (2009)
Xiqun Chen, Xinmiao Yang, Qixin Shi
Estimation of Vehicle Usage Rate Based on Capture-Recapture Model with License Plate Recognition Data. ITSC (2008)