An optimal control framework for multi-region macroscopic fundamental diagram systems with time delay, considering route choice and departure time choice. - Renxin Zhong; Yunping Huang; Jianhui Xiong; Nan Zheng; William H. K. Lam; Agachai Sumalee (ITSC, 2018)

Recursive Implementation of Gaussian Process Regression for Spatial-Temporal Data Modeling. - Ye Kuang; Tianshi Chen 001; Feng Yin; Renxin Zhong (WCSP, 2019)

Learning Traffic as Images for Incident Detection Using Convolutional Neural Networks. - Xiaozhou Liu; Hengxing Cai; Renxin Zhong; Weili Sun; Junzhou Chen 001 (IEEE Access, 2020)

Dynamic System Optimum Analysis of Multi-Region Macroscopic Fundamental Diagram Systems With State-Dependent Time-Varying Delays. - Renxin Zhong; Jianhui Xiong; Yunping Huang; Agachai Sumalee; Andy H. F. Chow; Tianlu Pan (IEEE Trans. Intell. Transp. Syst., 2020)

Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression. - Yunping Huang; C. Chen; Z. C. Su; Tianshi Chen 001; Agachai Sumalee; Tianlu Pan; Renxin Zhong (Appl. Soft Comput., 2021)

Pricing Environmental Externality in Traffic Networks Mixed With Fuel Vehicles and Electric Vehicles. - Renxin Zhong; Ruochen Xu; Agachai Sumalee; Shiqi Ou; Zhibin Chen (IEEE Trans. Intell. Transp. Syst., 2021)

OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control. - Enming Liang; Zicheng Su; Chilin Fang; Renxin Zhong (AAAI, 2022)

Real-time multi-resource jointed scheduling of container terminals with uncertainties using a reinforcement learning approach. - Renxin Zhong; Kexin Wen; Chilin Fang; Enming Liang (ASCC, 2022)

An Integrated Reinforcement Learning and Centralized Programming Approach for Online Taxi Dispatching. - Enming Liang; Kexin Wen; William H. K. Lam; Agachai Sumalee; Renxin Zhong (IEEE Trans. Neural Networks Learn. Syst., 2022)

An Approximate Dynamic Programming Approach to Vehicle Dispatching and Relocation Using Time-Dependent Travel Times. - Yunping Huang; Nan Zheng; Enming Liang; Shu-Chien Hsu; Renxin Zhong (ITSC, 2023)

An efficient implementation for spatial-temporal Gaussian process regression and its applications. - Junpeng Zhang; Yue Ju; Biqiang Mu; Renxin Zhong; Tianshi Chen 001 (Autom., 2023)

Leaderless Consensus of Heterogeneous Multiple Euler-Lagrange Systems With Unknown Disturbance. - Shimin Wang; Hongwei Zhang 005; Simone Baldi; Renxin Zhong (IEEE Trans. Autom. Control., 2023)

Coordination of Mixed Platoons and Eco-Driving Strategy for a Signal-Free Intersection. - Simin Jiang; Tianlu Pan; Renxin Zhong; Can Chen; Xin-an Li; Shimin Wang (IEEE Trans. Intell. Transp. Syst., 2023)

Tracking Perimeter Control for Two-Region Macroscopic Traffic Dynamics: An Adaptive Dynamic Programming Approach. - Can Chen; Yunping Huang; Hongwei Zhang 005; Shu-Chien Hsu; Renxin Zhong (ITSC, 2024)

Real-time Traffic Simulation and Management for Large-scale Urban Air Mobility: Integrating Route Guidance and Collision Avoidance. - Canqiang Weng; Can Chen; Jingjun Tan; Tianlu Pan; Renxin Zhong (CoRR, 2024)

Intelligent System for Automated Molecular Patent Infringement Assessment. - Yaorui Shi; Sihang Li 002; Taiyan Zhang; Xi Fang; Jiankun Wang 011; Zhiyuan Liu 001; Guojiang Zhao; Zhengdan Zhu; Zhifeng Gao; Renxin Zhong; Linfeng Zhang 002; Guolin Ke; et al. (CoRR, 2024)

An Iterative Adaptive Dynamic Programming Approach for Macroscopic Fundamental Diagram-Based Perimeter Control and Route Guidance. - Can Chen; Nikolas Geroliminis; Renxin Zhong (Transp. Sci., 2024)

Day-to-Day Road Pricing and Network Performance Analysis via Output Stability. - Renxin Zhong; Qingnan Liang; Dabo Xu; Mike Smith; Tianlu Pan (IEEE Trans. Intell. Transp. Syst., 2024)

A Multi-Granularity Retrieval Framework for Visually-Rich Documents. - Mingjun Xu; Zehui Wang; Hengxing Cai; Renxin Zhong (CoRR, 2025)

FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models. - Hengxing Cai; Jinhan Dong; Jingjun Tan; Jingcheng Deng; Sihang Li 002; Zhifeng Gao; Haidong Wang; Zicheng Su; Agachai Sumalee; Renxin Zhong (CoRR, 2025)

Learning-Based Tracking Perimeter Control for Two-region Macroscopic Traffic Dynamics. - Can Chen; Yunping Huang; Hongwei Zhang 005; Shimin Wang; Martin Guay; Shu-Chien Hsu; Renxin Zhong (CoRR, 2025)

MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval. - Mingjun Xu; Jinhan Dong; Jue Hou; Zehui Wang; Sihang Li 002; Zhifeng Gao; Renxin Zhong; Hengxing Cai (CoRR, 2025)

SA-GCS: Semantic-Aware Gaussian Curriculum Scheduling for UAV Vision-Language Navigation. - Hengxing Cai; Jinhan Dong; Yijie Rao; Jingcheng Deng; Jingjun Tan; Qien Chen; Haidong Wang; Zhen Wang; Shiyu Huang 009; Agachai Sumalee; Renxin Zhong (CoRR, 2025)