Fan Ding

According to our database, Fan Ding authored at least 13 papers between 2019 and 2026.

Collaborative distances:

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

2026

Long-term traffic flow prediction via spatiotemporal sequence reconstruction on highway networks.

Zhao Liu, Jingyi Wang, Huachun Tan, Fan Ding

Expert Syst. Appl., 2026

2025

V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving.

Xuewen Luo, Fengze Yang, Fan Ding, Xiangbo Gao, Shuo Xing, Yang Zhou, Zhengzhong Tu, Chenxi Liu

CoRR, June, 2025

A Fundamental-Diagram-Informed Spatial Partitioning Method for Heterogeneous Traffic Networks.

Fan Ding, Yu Zhao, Huachun Tan, Zhao Liu, Ziyuan Pu

IEEE Internet Things J., May, 2025

Co-Evolving Traffic State Parameters Prediction Based on Mechanism-Data Blending Driven Deep Learning.

Hanxuan Dong, Hailong Zhang, Fan Ding, Huachun Tan

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

2024

A Deep Long Short-Term Memory Network Embedded Model Predictive Control Strategies for Car-Following Control of Connected Automated Vehicles in Mixed Traffic.

Yang Zhou, Zhen Zhang, Fan Ding, Soyoung Ahn, Keshu Wu, Bin Ran

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

Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction.

Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan

Expert Syst. Appl., 2024

2022

Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning.

Hailong Zhang, Yuankai Wu, Huachun Tan, Hanxuan Dong, Fan Ding, Bin Ran

IEEE Trans. Intell. Transp. Syst., 2022

Platoon Trajectories Generation: A Unidirectional Interconnected LSTM-Based Car-Following Model.

Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan

IEEE Trans. Intell. Transp. Syst., 2022

Predicted Network Equilibrium Model of Electric Vehicles With Stationary and Dynamic Charging Infrastructure on the Road Network.

Xiasen Wang, Don MacKenzie, Yang Zhou, Fan Ding

IEEE Intell. Transp. Syst. Mag., 2022

2020

Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods.

Qin Li, Huachun Tan, Yuankai Wu, Linhui Ye, Fan Ding

IEEE Access, 2020

A Personalized Human Drivers' Risk Sensitive Characteristics Depicting Stochastic Optimal Control Algorithm for Adaptive Cruise Control.

Jiwan Jiang, Fan Ding, Yang Zhou, Jiaming Wu, Huachun Tan

IEEE Access, 2020

Real-Time Fine-Grained Freeway Traffic State Estimation Under Sparse Observation.

Yangxin Lin, Yang Zhou, Shengyue Yao, Fan Ding, Ping Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

Evaluation of a Wi-Fi Signal Based System for Freeway Traffic States Monitoring: An Exploratory Field Test.

Fan Ding, Xiaoxuan Chen, Shanglu He, Guangming Shou, Zhen Zhang, Yang Zhou

Sensors, 2019