Hendrick Wang | Wuhan University

Intro

I’m Yuheng Wang (汪宇恒), an incoming Ph.D. student at the School of Artificial Intelligence(SAI), Shanghai Jiao Tong University (starting Fall 2026), where I will be advised by the wonderful Prof. Chen Qian. My research focuses on intelligent agents and multi-agent systems, with a particular interest in their applications in complex tasks. I am honored to have led the TeachMaster project under the guidance of Prof. Weinan E and Prof. Chen Qian.
I have been selected for the Tencent Elite Program as a research intern, focusing on agentic multimodal generation.
I received my bachelor’s degree from Wuhan University in 2026, where I worked a research intern at the LACC Laboratory, advised by Prof. Donghong Ji and Dr. Bobo Li.
I’m a member of Ubiquant, feel free to reach out about QR/QD roles via email. I’m also a member of the MLNLP Student Committee.

Selected Publications

ACL 2026

TeachMaster: Generative Teaching via Code

Yuheng Wang, Runde Yang, Lin Wu, Jie Zhang, Jingru Fan, Ruoyu Fu, Tianle Zhou, Huatao Li, Siheng Chen, Weinan E, Chen Qian^*

Annual Meeting of the Association for Computational Linguistics (ACL), 2026.

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ACM MM 2025

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents

Bobo Li^†, Yuheng Wang^†, Hao Fei^*, Juncheng Li, Wei Ji, Mong-Li Lee, Wynne Hsu

ACM International Conference on Multimedia (ACM MM), 2025.

PDF Code BibTex Oral Presentation
ICML 2026

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction

Ruijie Shi, Houbin Zhang, Yuecheng Han, Yuheng Wang, Jingru Fan, Runde Yang, Yufan Dang, Huatao Li, Dewen Liu, Yuan Cheng, Chen Qian^*

International Conference on Machine Learning (ICML), 2026.

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Preprint

PRISM: A Benchmark for Programmatic Spatial-Temporal Reasoning

Qiran Zhang^†, Yuheng Wang^†, Runde Yang, Lin Wu, Jingru Fan, Shu Yao, Jie Zhang, Tianle Zhou, Huatao Li, Ruijie Shi, Yihan Li, Chen Qian^*

Preprint on arXiv, May 2026.

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Preprint

Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science

Jingru Fan, Dewen Liu, Yufan Dang, Huatao Li, Yuheng Wang, Wei Liu, Feiyu Duan, Xuanwen Ding, Shu Yao, Lin Wu, Ruijie Shi, Wai-Shing Leung, Yuan Cheng, Zhongyu Wei, Cheng Yang, Chen Qian^*, Zhiyuan Liu^*, Maosong Sun

Preprint on arXiv, February 2026.

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Internships

2026.5 - Present Tencent Elite Program, Tencent (Agentic RL)
2025.8 - Present TsinghuaNLP, Tsinghua University (Multi-Agent System)
2025.5 - Present SAI, Shanghai Jiao Tong University (Multi-Agent System)
2024.6 - 2024.8 NJUNLP, Nanjing University (LLM Interp.), Best Performanced Award
2024.4 - 2025.6 LACC Laboratory, Wuhan University (LLMs & Agent)

Activities

Guest Speaker

Mathematical Modeling Seminar @Shanghai Jiao Tong University
Mathematical Modeling Workshop @Wuhan University
Tech Roundtable @Ubiquant Tech

Honors and Awards

Outstanding Graduate, Wuhan University, 2026
Presidential Scholarship (¥100,000), Hong Kong University, 2025
Leijun Scholarship, Wuhan University, 2025
Huawei Scholarship, Wuhan University (Top 1% Faculty-wide), 2024
WHU Excellent Scholarship, Wuhan University, 2022 - 2024
Leijun Innovation Fund, Wuhan University, 2025
Bronze Medal, NeurIPS - Ariel Data Challenge, 2024
Bronze Medal, Kaggle: LMSYS-Chatbot Arena Human Preference Predictions, 2024
1st Prize, China National Collegiate Mathematical Modeling Competition, 2024
1st Prize, “Huazhong Cup” Mathematical Modeling Challenge Competition (7/5000+), 2024
1st Prize, China College Student Computer Design Competition, 2025
2nd Pirze, China Robot and Artificial Intelligence Competition, 2025
2nd Pirze, National Middle School Mathematics Olympiad (Anhui Division), 2021