Gang Ren

According to our database, Gang Ren authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Dynamic Spatiotemporal Graph Convolutional Neural Network Based on Congestion Propagation for Traffic Prediction.

Wenxie Lin, Zhe Zhang, Ruiyu Wang, Gang Ren, Yangzhen Zhao, Jianhua Song, Qi Cao

IEEE Trans. Intell. Transp. Syst., January, 2026

Leveraging Roadside Sensor Observations for Accurate and Efficient Vehicle Trajectory Reconstruction.

Yue Deng, Qi Cao, Gang Ren, Changjian Wu, Jianhua Song

IEEE Internet Things J., 2026

High-resolution traffic flow estimation for urban road network: incorporating traffic flow model into deep learning.

Jianhua Song, Zhe Zhang, Gang Ren, Jiefei Zhang, Jingfeng Ma

Expert Syst. Appl., 2026

2025

Soft Actor-Critic Deep Reinforcement Learning for Train Timetable Collaborative Optimization of Large-Scale Urban Rail Transit Network Under Dynamic Demand.

Longhui Wen, Liyang Hu, Wei Zhou, Gang Ren, Ning Zhang

IEEE Trans. Intell. Transp. Syst., May, 2025

Deciphering the Crash Mechanisms in Autonomous Vehicle Systems via Explainable AI.

Zhe Zhang, Wentao Wu, Qi Cao, Jianhua Song, Jingfeng Ma, Gang Ren, Changjian Wu

Syst., 2025

Passenger Switch Behavior and Decision Mechanisms in Multimodal Public Transportation Systems.

Zhe Zhang, Wenxie Lin, Tongyu Hu, Qi Cao, Jianhua Song, Gang Ren, Changjian Wu

Syst., 2025

State-Space and Multi-Scale Convolutional Generative Adversarial Network for Traffic Flow Forecasting.

Wenxie Lin, Zhe Zhang, Yangzhen Zhao, Jinyu Zhang, Gang Ren

Syst., 2025

Monitoring of operational resilience on urban road network: A Shaoxing case study.

Jianwei Du, Gang Ren, Jialei Cui, Qi Cao, Jian Wang, Chenyang Wu, Jiefei Zhang

Reliab. Eng. Syst. Saf., 2025

Interaction-aware vehicle trajectory prediction using spatial-temporal dynamic graph neural network.

Ruiyu Wang, Wenxie Lin, Gang Ren, Qi Cao, Zhe Zhang, Yue Deng

Knowl. Based Syst., 2025

MGCN: Mamba-integrated spatiotemporal graph convolutional network for long-term traffic forecasting.

Wenxie Lin, Zhe Zhang, Gang Ren, Yangzhen Zhao, Jingfeng Ma, Qi Cao

Knowl. Based Syst., 2025

Reconstructing fully-sampled vehicle trajectories with fragmented observations from connected and automated vehicles.

Yue Deng, Qi Cao, Gang Ren, Changjian Wu, Shuichao Zhang

Expert Syst. Appl., 2025

2024

Interpretable Prediction of Pedestrian Crossing Intention: Fusion of Human Skeletal Information in Natural Driving Scenarios.

Haojie Li, Yuan Jin, Gang Ren

IEEE Trans. Intell. Transp. Syst., November, 2024

Vehicle Re-identification with a Pose-Aware Discriminative Part Learning Model.

Ya Sun, Jianfeng Lu, Minxian Li, Gang Ren, Jingfeng Ma

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

2022

Map Matching for Sparse Automatic Vehicle Identification Data.

Qi Cao, Gang Ren, Dawei Li, Haojie Li, Jiangshan Ma

IEEE Trans. Intell. Transp. Syst., 2022

A Stochastic Dynamic Traffic Assignment Model for Emergency Evacuations That Considers Background Traffic.

Tao Zhang, Gang Ren, Gang Cheng, Yang Yang, Minjie Jin

IEEE Intell. Transp. Syst. Mag., 2022

2021

Multi-Modal Combined Route Choice Modeling in the MaaS Age Considering Generalized Path Overlapping Problem.

Dawei Li, Min Yang, Cheng-Jie Jin, Gang Ren, Xianglong Liu, Haode Liu

IEEE Trans. Intell. Transp. Syst., 2021