Yiding Wang

Yiding Wang

I am Yiding Wang, an undergraduate student in Yuanpei College, Peking University.

About Me

I am a junior undergraduate student at Peking University, majoring in Artificial Intelligence. Currently, I am a member of GraphPKU Lab, advised by Prof. Muhan Zhang. My research in GraphPKU focuses on enhancing the efficiency of Large Language Models (LLMs) Reasoning and Parameter-Efficient Fine-Tuning (PEFT).

Previously, I conducted research in Beijing Institute for General Artificial Intelligence (BIGAI), developing human-like social agents under the mentorship of Prof. Fangwei Zhong. I am also fortunate to visit Prof. Yu Meng and Prof. Jiaxuan You’s Lab and collaborate with them as an intern.

Research Interests:

  1. The revolution leads to the next generation of foundational models.
  2. Adapting foundation models more effectively to the field of agents, aiming to construct agents with general intelligence (e.g., social interaction, adaptive decision-making, long-horizon planning).

News

  • 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!
  • 25/05/24: One Paper: HD-PiSSA released on Arxiv
  • 25/01/23: Our paper: Simulating Human-like Activities with Desire-driven Autonomy has been accepted by ICLR’2025!
  • 24/12/10: Happy to introduce our new work about Desire-driven Autonomous Agent (D2A)! Click here for more details.
  • 24/12/06: Our team (BIGAI NLCo) ranked #9 in the NeurIPS 2024 Concordia Contest!
  • 24/10/11: Gave a talk on Speculative Decoding in GraphPKU Lab.

Selected Papers

D2A
ICLR 2025
Simulating Human-like Daily Activities with Desire-driven Autonomy
Yiding Wang*, Yuxuan Chen*, Fangwei Zhong, Long Ma, Yizhou Wang.
HD-PiSSA
Arxiv
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation
Yiding Wang*, Fauxu Meng*, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang.
CoI
Arxiv
Chain of Images for Intuitively Reasoning
Fanxu Meng, Haotong Yang, Yiding Wang, Muhan Zhang.

Service

  • AAAI 2026 (Social Impact Track) Reviewer

Awards

  • 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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