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.
In general, my research interests lie in:
- Enhancing the capabilities of foundation models.
- Adapting foundation models more effectively to the field of agents, aiming to construct agents with general intelligence（eg. social interaction, adaptive decision-making, long-horizon planning).
You can find my CV here: Yiding Wang’s curriculum vitae
News
- 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
(ICLR 2025) Simulating Human-like Daily Activities with Desire-driven Autonomy, Yiding Wang*, Yuxuan Chen*, Fangwei Zhong, Long Ma, Yizhou Wang.
(Arxiv) HD-PiSSA: High-Rank Distributed Orthogonal Adaptation, Yiding Wang*, Fauxu Meng*, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang.
(Arxiv) Chain of Images for Intuitively Reasoning, Fanxu Meng, Haotong Yang, Yiding Wang, Muhan Zhang.
Awards
- SenseTime Scholarship 2025 (¥20000 RMB) (only 30 winners) 2025
- Peking University Scholarship (¥4000 RMB) 2024
- Peking University Practice and Public Welfare Award 2024
- Yanchuang Capital Scholarship (¥8000 RMB) 2023
- Peking University Excellent Student Award 2023