I am Yiding Wang. I recently graduated from Peking University with a bachelor’s degree in Artificial Intelligence. I am currently a member of Mμ Lab, advised by Prof. Muhan Zhang. My research focuses on large language model reasoning and continual learning. Starting in September 2026, I will pursue a Ph.D. at Peking University under the supervision of Prof. Muhan Zhang.

Previously, I conducted research at the Beijing Institute for General Artificial Intelligence (BIGAI), developing human-like social agents under the mentorship of Prof. Fangwei Zhong. I also had the privilege of visiting Prof. Yu Meng and Prof. Jiaxuan You’s labs as an intern.

Blogs

News

  • 26/08/21: Our paper Multi-Agent Evolve: LLM Self-Improve Through Co-Evolution has been accepted by EMNLP 2026 Main Conference! Paper
  • 26/08/21: New preprint: ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?, featured by dair.ai! Post
  • 26/04/09: Our paper PaST has been accepted by ACL 2026 Main Conference (Oral)! Paper · Blog
  • 26/04/09: Our paper Law in Silico has been accepted by ACL 2026 Findings (previously at NeurIPS 2025 LAW Workshop)!
  • 26/03/06: Our paper PaST has been accepted as Spotlight by ICLR 2026 RSI Workshop (21/110 accepted papers)! Paper · Blog
  • 25/09/25: I’m honored to receive the Xiaomi Scholarship and Peking University Scientific Research Award!
  • 25/09/23:Our paper Law in Silico: Simulating Legal Society with LLM-Based Agents has been accepted by NeurIPS 2025 LAW Workshop, the paper will be released soon!
  • 25/09/19: One paper accepted by NeurIPS 2025 Dataset and Benchmark Track!
  • 25/08/21: Our paper: HD-PiSSA has been accepted to EMNLP 2025 Main Conference! (ORAL)
  • 25/07/12: I’m honored to receive the Tong Class Dean’s Scholarship!
  • 25/06/12: I’m honored to be 1/30 of SenseTime Scholarship 2025!
  • 25/01/23: Our paper: Simulating Human-like Activities with Desire-driven Autonomy has been accepted by ICLR’2025!

Preprints

ContinualSkillBench
ArXiv ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?
Tianyi Guan*, Yiding Wang*, Haotong Yang, Siyuan Cao, Shirui Liu, Yi Hu, Jiaqi Li, Muhan Zhang.
DeSA
ArXiv Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents
Yiding Wang, Zhepei Wei, Xinyu Zhu, Yu Meng.

Selected Publications

MAE
EMNLP 2026 Main Multi-Agent Evolve: LLM Self-Improve Through Co-Evolution
Yixing Chen*, Yiding Wang*, Siqi Zhu, Haofei Yu, Tao Feng, Muhan Zhang, Mostofa Patwary, Jiaxuan You.
PaST
ACL 2026 Main Oral | ICLR RSI Workshop Spotlight Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation
Pingzhi Tang*, Yiding Wang*, Muhan Zhang.
Law in Silico
ACL 2026 Findings | NeurIPS LAW Workshop Law in Silico: Simulating Legal Society with LLM-Based Agents
Yiding Wang*, Yuxuan Chen*, Fanxu Meng, Xifan Chen, Xiaolei Yang, Muhan Zhang.
HD-PiSSA
EMNLP 2025 Oral HD-PiSSA: High-Rank Distributed Orthogonal Adaptation
Yiding Wang*, Fauxu Meng*, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang.
D2A
ICLR 2025 Simulating Human-like Daily Activities with Desire-driven Autonomy
Yiding Wang*, Yuxuan Chen*, Fangwei Zhong, Long Ma, Yizhou Wang.
Concordia
NeurIPS 2025 D&B Track Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
Chandler Smith, Marwa Abdulhai, ..., Yiding Wang, ..., Joel Z. Leibo, et al.

Service

  • AAAI 2026 & 2027 (Social Impact Track) Reviewer
  • ICLR 2026 Reviewer

Awards

  • Peking University Outstanding Graduate — 2026
  • Yuanpei Youth Scholar — 2026
  • Peking University Scientific Research Award - 2025
  • Xiaomi Scholarship (¥5,000 RMB) - 2025
  • Tong Class Dean’s Scholarship (¥10,000 RMB) — 2025
  • SenseTime Scholarship 2025 (¥20,000 RMB) — 2025 (Only 30 winners nationwide)
  • Peking University Scholarship (¥4,000 RMB) — 2024
  • Peking University Practice and Public Welfare Award — 2024
  • Yanchuang Capital Scholarship (¥8,000 RMB) — 2023
  • Peking University Excellent Student Award — 2023

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