Renxin Zhong

Full Professor, School of Intelligent Systems Engineering, SUN YAT-SEN UNIVERSITY

Joined

May 2025

Names

Renxin Zhong (Preferred)

Renxin ZHONG

Emails

****@mail.sysu.edu.cn (Confirmed)

Personal Links

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Career & Education History

Full Professor

School of Intelligent Systems Engineering, SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Deep learning

Present

Reinforcement learning

Present

Nonlinear control

Present

Publications

DAD-SFT: Dual Attention Distillation for Lightweight UAV Vision-Language Navigation
Hengxing Cai, Jinhan Dong, Hao Zhang, Yijie Rao, Haidong Wang, Qien Chen, Enming Liang, Agachai Sumalee, Renxin ZHONG
- Submitted to ICLR 2026
- Readers: Everyone
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, Agachai Sumalee, Renxin Zhong
- CoRR 2025
- Readers: Everyone
Integrated Take-off Management and Trajectory Optimization for Merging Control in Urban Air Mobility Corridors
Yingqi Liu, Tianlu Pan, Jingjun Tan, Renxin Zhong, Can Chen
- CoRR 2025
- Readers: Everyone
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval
Mingjun Xu, Jinhan Dong, Jue Hou, Zehui Wang, Sihang Li, Zhifeng Gao, Renxin Zhong, Hengxing Cai
- CoRR 2025
- Readers: Everyone
Learning-Based Tracking Perimeter Control for Two-region Macroscopic Traffic Dynamics
Can Chen, Yunping Huang, Hongwei Zhang, Shimin Wang, Martin Guay, Shu-Chien Hsu, Renxin Zhong
- CoRR 2025
- Readers: Everyone
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models
Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
- CoRR 2025
- Readers: Everyone
A Multi-Granularity Retrieval Framework for Visually-Rich Documents
Mingjun Xu, Zehui Wang, Hengxing Cai, Renxin Zhong
- CoRR 2025
- Readers: Everyone
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
- Readers: Everyone
Intelligent System for Automated Molecular Patent Infringement Assessment
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
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone

View all 27 publications

Co-Authors

View all 66 co-authors