An Augmentation Function for Active Pedestrian Safety System Based on Crash Risk Evaluation. - Lishengsa Yue; Mohamed A. Abdel-Aty; Yina Wu; Jinghui Yuan (IEEE Trans. Veh. Technol., 2020)

Modeling Real-Time Cycle-Level Crash Risk at Signalized Intersections Based on High-Resolution Event-Based Data. - Jinghui Yuan; Mohamed A. Abdel-Aty; Lishengsa Yue; Qing Cai (IEEE Trans. Intell. Transp. Syst., 2021)

Real-Time On-Ramp Merging Control of Connected and Automated Vehicles using Pseudospectral Convex Optimization. - Yang Shi; Zhenbo Wang; Tim J. LaClair; Chieh Ross Wang; Jinghui Yuan (ACC, 2022)

Estimating cycle-level real-time traffic movements at signalized intersections. - Nada Mahmoud; Mohamed A. Abdel-Aty; Qing Cai; Jinghui Yuan (J. Intell. Transp. Syst., 2022)

Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for Freeway Traffic Speed Prediction. - Amr Abdelraouf; Mohamed A. Abdel-Aty; Jinghui Yuan (IEEE Trans. Intell. Transp. Syst., 2022)

Crash Risks Evaluation of Urban Expressways: A Case Study in Shanghai. - Zeyang Cheng; Jinghui Yuan; Bo Yu; Jian Lu; Yi Zhao (IEEE Trans. Intell. Transp. Syst., 2022)

CPSOR-GCN: A Vehicle Trajectory Prediction Method Powered by Emotion and Cognitive Theory. - Lanyue Tang; Lishengsha Yue; Jinghui Yuan; Jian Sun; Aohui Fu (CoRR, 2023)

Doubly Stochastic Adaptive Neighbors Clustering via the Marcus Mapping. - Jinghui Yuan; Chusheng Zeng; Fangyuan Xie; Zhe Cao; Mulin Chen; Rong Wang 001; Feiping Nie 001; Yuan Yuan 001 (CoRR, 2024)

Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method. - Jinghui Yuan; Weijin Jiang; Zhe Cao; Fangyuan Xie; Rong Wang 001; Feiping Nie 001; Yuan Yuan 001 (CoRR, 2024)

Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance. - Chusheng Zeng; Bocheng Wang; Jinghui Yuan; Rong Wang 001; Mulin Chen (CoRR, 2024)

GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems. - Haowen Xu; Jinghui Yuan; Anye Zhou; Guanhao Xu; Wan Li; Xuegang Ban; Xinyue Ye (CoRR, 2024)

A Mobile Edge Computing Framework for Traffic Optimization at Urban Intersections Through Cyber-Physical Integration. - Haowen Xu; Jinghui Yuan; Andy Berres; Yunli Shao; Chieh Ross Wang; Wan Li; Tim J. LaClair; Jibonananda Sanyal; Hong Wang 001 (IEEE Trans. Intell. Veh., 2024)

A Margin-Maximizing Fine-Grained Ensemble Method. - Jinghui Yuan; Hao Chen; Renwei Luo; Feiping Nie 001 (ICASSP, 2025)

Dual-Bounded Nonlinear Optimal Transport for Size Constrained Min Cut Clustering. - Fangyuan Xie; Jinghui Yuan; Feiping Nie 001; Xuelong Li 001 (CoRR, 2025)

Riemannian Optimization on Relaxed Indicator Matrix Manifold. - Jinghui Yuan; Fangyuan Xie; Feiping Nie 001; Xuelong Li 001 (CoRR, 2025)

Tensorized Graph Learning for Spectral Ensemble Clustering. - Zhe Cao; Yihang Lu; Jinghui Yuan; Haonan Xin; Rong Wang 001; Feiping Nie 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Cooperation of Experts: Fusing Heterogeneous Information with Large Margin. - Shuo Wang; Shunyang Huang; Jinghui Yuan; Zhixiang Shen; Zhao Kang 001 (CoRR, 2025)