Welcome to my personal page. I’m Chen Yuxuan, an undergraduate student at The University of Hong Kong (HKU) in the Department of Computer Science. I was fortunate to be mentored by Prof. Fangwei Zhong in the Beijing Institute for General Artificial Intelligence (BIGAI) about simulating human behaviors and activities by Large Language Models (LLMs). Additionally,during exchange program at Peking University (PKU), I also conducted a project on benchmarking for graph augmentation methods at Center for Machine Learning Research(CMLR) under the supervision of Prof. Wentao Zhang. Feel free to contact me :-)

Current research interests

• Equipping foundation models with advanced capabilities (including social interaction, planning)
• Enhancing models’ abilities like reasoning and problem-solving through methods such as multi-agent systems and new computational approaches
• Applying power of AI in real-world scenarios

In the past, I also conducted some research on:

• Graph Machine Learning (augmentation methods)
• Machine Learning in Bioinformatics (infection classification)
• Large Language Model Agents (Desire-Driven Agent, D2A)

News

• [01/2025] Our work about Desire-Driven Agent (D2A) has been accepted by ICLR’25.
• [12/2024] Our new work about Desire-driven autonomous agents (D2A) released! Click here for more details.
• [12/2024] Our team (BIGAI NLCo) ranked #9 in the NeurIPS 2024 Concordia Contest.

Friends

I would like to express my gratitude to my friends because of their support. Links to their personal websites are listed below (Randomly ordered).

• Entong He
• Yuemin Yu
• Yiding Wang
• Yaowen Ye
• Zheyu Fan
• Yichuan Song