Pressure is a privilege.

Hi! I’m Zhongyu Wang, a final-year Ph.D. student of Laboratory of Intelligent Recognition and Image Processing at Beihang University. I am supervised by Prof. Di Huang. Previously, I obtained my B.Eng. degree from Beijing Forestry University, under the guidance of Prof. Pengle Cheng.

My research interest includes Multi-modal Large Language Models, Multi-modal Agents, and Reinforcement Learning.

📖 Educations

2022.09 - present, Ph.D. at Beihang University , Laboratory of Intelligent Recognition and Image Processing .
2018.09 - 2022.07, B.E. at Beijing Forestry University , Laboratory of Intelligent Monitoring and Identification. GPA: 96.36/100, Rank: 5/126.

💻 Internships

2026.04 - present, Summer Intern, LLM Application Algorithm Engineer, Kuaishou , Beijing, China.
2025.03 - 2025.09, LLM Research Intern, TeleAI , Shanghai, China.

📝 Publications

Main contributions

ACL 2026

MDocRAG-RL: Empowering Multi-Modal Document RAG via Complex Visual Reasoning with Reinforcement Learning

Zhongyu Wang

Association for Computational Linguistics (ACL), 2026

[Paper]

CVPR 2026

MARS-RL: Enhancing Multi-Agent RAG Systems for Multi-Modal Documents via Strategic Reasoning with Reinforcement Learning

Zhongyu Wang, Pengbo Liu

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

[Paper]

TIM 2025

Deep Reinforcement Learning-Assisted Triaxial Magnetic Moment Vector Measurement Using an Atomic Magnetometer

Zhongyu Wang, Min Zhang, Xiaoyu Li, Jianwei Sheng, Shushan Gao, Huafeng Qin, Jixi Lu

IEEE Transactions on Instrumentation and Measurement, 2025

[Paper]

TIM 2025

Neural Network-Assisted Magnetic Moment Measurement Using an Atomic Magnetometer

Zhongyu Wang, Jixi Lu, Ziao Liu, Xiaoyu Li, Jianwei Sheng, Jianli Li

IEEE Transactions on Instrumentation and Measurement, 2025

[Paper]

Participating contributions

CVPR 2026

SymphoMotion: Joint Control of Camera Motion and Object Dynamics for Coherent Video Generation

Guiyu Zhang, Yabo Chen, Xunzhi Xiang, Junchao Huang, Zhongyu Wang, Li Jiang

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

[Paper] [Project] [Code]

ArXiv 2025

Macro-from-Micro Planning for High-Quality and Parallelized Autoregressive Long Video Generation

Xunzhi Xiang, Yabo Chen, Guiyu Zhang, Zhongyu Wang, Zhe Gao, Quanming Xiang, Gonghu Shang, Junqi Liu, Haibin Huang, Yang Gao, Chi Zhang, Qi Fan, Xuelong Li

[Paper] [Project] [Code]

🎖 Honors and Awards

First-Class Academic Scholarship for Ph.D. Students, Beihang University, 2025
Second-Class Academic Scholarship for Ph.D. Students, Beihang University, 2023, 2024
The First Prize of the 1st Undergraduate Physics Academic Competition of Beijing, 2020

✨ Hobbies

Consumer electronics; Running (5km PB: 20:45, 10km PB: 46:05, Half Marathon PB: 1:47:06).