Yiyang Zou (邹奕杨) M.Sc. Student School of Computer Science, Wuhan University Email: zyy20020708@gmail.com  yiyangzou@whu.edu.cn [Github] [Xiaohongshu]

Short Bio

My name is Yiyang Zou (邹奕杨), I am currently a master's student at the School of Computer Science, Wuhan University, where I am fortunate to be advised by Prof. Yu Wu. I received my Bachelor's degree in HongYi Honor Class, also at the School of Computer Science in Wuhan University. My research focuses on Autonomous Driving, Reinforcement Learning and Agents.

Internship

• Intern · miHoYo 2026.10 — Present

  
  Reinforcement Learning & Hierarchical Motion Control
  • Working on reinforcement learning algorithms and hierarchical high-level planning and low-level motion control for a pre-production game project.
• Intern · Tencent · TEG AIPD 2026.05 — 2026.08

  
  Reinforcement Learning Algorithms · Professional-Level AI for a Clash Royale-Style Mobile Game
  • Game AI: Combined behavior cloning and PPO with a shared Transformer to train professional-level AI for a Clash Royale-style game, supporting multiple difficulty levels and hierarchical actions.
  • Algorithm & engineering: Improved learning of rare, high-value skills through class balancing and advantage-weighted training; built a reusable Skills-based pipeline for automated training, evaluation, and tuning.
• Intern · DiDi Chuxing 2025.01 — 2025.06

  
  Driving Videos Accident Early Anticipation.
  • Accident anticipation: Developed a video data-processing pipeline and video risk prediction models using temporal sliding windows for early accident anticipation.
  • Research output: Second author of Accident Anticipation via Temporal Occurrence Prediction, accepted at NeurIPS 2025.

Selected Publications

†: equal contribution, * : corresponding author

• RiskProp: Collision-Anchored Self-Supervised Risk Propagation for Early Accident Anticipation
  Yiyang Zou^†, Tianhao Zhao^†, ..., Yu Wu*
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A, 2026
  [Paper][Code]
• Accident Anticipation via Temporal Occurrence Prediction
  Tianhao Zhao, Yiyang Zou, Peilun Xiao, ..., Yutian Lin*
  Conference on Neural Information Processing Systems (NeurIPS), CCF-A, 2025
  [Paper]

Selected Awards and Honors

• National Scholarship for Graduate Students, Wuhan University, 2026
  (武汉大学研究生国家奖学金)
• Bronze Medal, Hubei Provincial Site of the 2023 China Collegiate Programming Contest (CCPC), 2023
  (2023年中国大学生程序设计竞赛湖北赛区铜奖)
• First Prize in the 13,14th National Mathematics Competition for College Students, 2022,2023
  (第十三、十四届全国大学生数学竞赛一等奖)

Education

• 2024.09 - 2027.06: M.Sc. Student, School of Computer Science, Wuhan University.
• 2020.09 - 2024.06: B.E, HongYi Honor Class in School of Computer Science, Wuhan University.
• 2017.09 - 2020.07: Senior Middle School, Wugang No.3 High School, Wuhan, China.