Renxin Zhong

29 papers A* 2Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
AirNav: A Large-Scale Real-World UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions.
CoRR
Hengxing Cai, Yijie Rao, Ligang Huang, Zanyang Zhong, Jinhan Dong, Jingjun Tan, Wenhao Lu, Renxin Zhong
2026 J jnl
PC-SNN: Predictive coding-based local Hebbian plasticity learning in spiking neural networks.
Neurocomputing
Haidong Wang, Xiaogang Xiong, Mengting Lan, Yinghao Chu, Zixuan Jiang, KC Santosh, Shimin Wang, Renxin Zhong
2025 J jnl
A Multi-Granularity Retrieval Framework for Visually-Rich Documents.
CoRR
Mingjun Xu, Zehui Wang, Hengxing Cai, Renxin Zhong
2025 A* conf
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models.
EMNLP
Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
2025 J jnl
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models.
CoRR
Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
2025 J jnl
Integrated Take-off Management and Trajectory Optimization for Merging Control in Urban Air Mobility Corridors.
CoRR
Yingqi Liu, Tianlu Pan, Jingjun Tan, Renxin Zhong, Can Chen
2025 J jnl
Learning-Based Tracking Perimeter Control for Two-region Macroscopic Traffic Dynamics.
CoRR
Can Chen, Yunping Huang, Hongwei Zhang, Shimin Wang, Martin Guay, Shu-Chien Hsu, Renxin Zhong
2025 J jnl
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval.
CoRR
Mingjun Xu, Jinhan Dong, Jue Hou, Zehui Wang, Sihang Li, Zhifeng Gao, Renxin Zhong, Hengxing Cai
2025 J jnl
SA-GCS: Semantic-Aware Gaussian Curriculum Scheduling for UAV Vision-Language Navigation.
CoRR
Hengxing Cai, Jinhan Dong, Yijie Rao, Jingcheng Deng, Jingjun Tan, Qien Chen, Haidong Wang, Zhen Wang, Shiyu Huang, Agachai Sumalee, Renxin Zhong
2024 J jnl
An Iterative Adaptive Dynamic Programming Approach for Macroscopic Fundamental Diagram-Based Perimeter Control and Route Guidance.
Transp. Sci.
Can Chen, Nikolas Geroliminis, Renxin Zhong
2024 J jnl
Day-to-Day Road Pricing and Network Performance Analysis via Output Stability.
IEEE Trans. Intell. Transp. Syst.
Renxin Zhong, Qingnan Liang, Dabo Xu, Mike Smith, Tianlu Pan
2024 J jnl
Intelligent System for Automated Molecular Patent Infringement Assessment.
CoRR
Yaorui Shi, Sihang Li, Taiyan Zhang, Xi Fang, Jiankun Wang, Zhiyuan Liu, Guojiang Zhao, Zhengdan Zhu, Zhifeng Gao, Renxin Zhong, Linfeng Zhang, Guolin Ke, Weinan E, Hengxing Cai, Xiang Wang
2024 J jnl
Real-time Traffic Simulation and Management for Large-scale Urban Air Mobility: Integrating Route Guidance and Collision Avoidance.
CoRR
Canqiang Weng, Can Chen, Jingjun Tan, Tianlu Pan, Renxin Zhong
2024 — conf
Tracking Perimeter Control for Two-Region Macroscopic Traffic Dynamics: An Adaptive Dynamic Programming Approach.
ITSC
Can Chen, Yunping Huang, Hongwei Zhang, Shu-Chien Hsu, Renxin Zhong
2023 — conf
An Approximate Dynamic Programming Approach to Vehicle Dispatching and Relocation Using Time-Dependent Travel Times.
ITSC
Yunping Huang, Nan Zheng, Enming Liang, Shu-Chien Hsu, Renxin Zhong
2023 J jnl
An efficient implementation for spatial-temporal Gaussian process regression and its applications.
Autom.
Junpeng Zhang, Yue Ju, Biqiang Mu, Renxin Zhong, Tianshi Chen
2023 J jnl
Coordination of Mixed Platoons and Eco-Driving Strategy for a Signal-Free Intersection.
IEEE Trans. Intell. Transp. Syst.
Simin Jiang, Tianlu Pan, Renxin Zhong, Can Chen, Xin-an Li, Shimin Wang
2023 J jnl
Leaderless Consensus of Heterogeneous Multiple Euler-Lagrange Systems With Unknown Disturbance.
IEEE Trans. Autom. Control.
Shimin Wang, Hongwei Zhang, Simone Baldi, Renxin Zhong
2022 J jnl
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications.
CoRR
Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen
2022 J jnl
An Integrated Reinforcement Learning and Centralized Programming Approach for Online Taxi Dispatching.
IEEE Trans. Neural Networks Learn. Syst.
Enming Liang, Kexin Wen, William H. K. Lam, Agachai Sumalee, Renxin Zhong
2022 A* conf
OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control.
AAAI
Enming Liang, Zicheng Su, Chilin Fang, Renxin Zhong
2022 — conf
Real-time multi-resource jointed scheduling of container terminals with uncertainties using a reinforcement learning approach.
ASCC
Renxin Zhong, Kexin Wen, Chilin Fang, Enming Liang
2021 J jnl
Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression.
Appl. Soft Comput.
Yunping Huang, C. Chen, Z. C. Su, Tianshi Chen, Agachai Sumalee, Tianlu Pan, Renxin Zhong
2021 J jnl
Leaderless Consensus of Heterogeneous Multiple Euler-Lagrange Systems with Unknown Disturbance.
CoRR
Shimin Wang, Hongwei Zhang, Simone Baldi, Renxin Zhong
2021 J jnl
Pricing Environmental Externality in Traffic Networks Mixed With Fuel Vehicles and Electric Vehicles.
IEEE Trans. Intell. Transp. Syst.
Renxin Zhong, Ruochen Xu, Agachai Sumalee, Shiqi Ou, Zhibin Chen
2020 J jnl
Dynamic System Optimum Analysis of Multi-Region Macroscopic Fundamental Diagram Systems With State-Dependent Time-Varying Delays.
IEEE Trans. Intell. Transp. Syst.
Renxin Zhong, Jianhui Xiong, Yunping Huang, Agachai Sumalee, Andy H. F. Chow, Tianlu Pan
2020 J jnl
Learning Traffic as Images for Incident Detection Using Convolutional Neural Networks.
IEEE Access
Xiaozhou Liu, Hengxing Cai, Renxin Zhong, Weili Sun, Junzhou Chen
2019 — conf
Recursive Implementation of Gaussian Process Regression for Spatial-Temporal Data Modeling.
WCSP
Ye Kuang, Tianshi Chen, Feng Yin, Renxin Zhong
2018 — conf
An optimal control framework for multi-region macroscopic fundamental diagram systems with time delay, considering route choice and departure time choice.
ITSC
Renxin Zhong, Yunping Huang, Jianhui Xiong, Nan Zheng, William H. K. Lam, Agachai Sumalee