My name is Yufan Dang (党余凡). I’m a undergrad at Tsinghua university(2021-2025) , double major in MPS (math and physics science) & Software Engineering. Now as a research intern at THUNLP, I’m learning around LLM & agent, and engaged in ChatDev as a main contributor.

I have a passion for sharing tech blogs on my blog site, where I discuss the courses I am currently enrolled in and share insights into cutting-edge papers and news. Aside from research and tons of math and physics, I love volleyball 🏐/ gym workingout 🏋️‍♀️/ tennis 🎾/ hiking 🏞️ and I’m a violin enthusiast.

Feel free to reach me : dangyf2003@gmail.com.

🧩 Research Interest:

• LLM-powered agent, multi-agent 🤖, LLM reasoning and planning
• Learning Theory & Machine Learning 🎨 & Reinforcement Learning

🍺 News

• [2024.9.26] Our team’s work around LLM Agent under information asymmetry is accepted by NeurIPS. Congrats 🥳!
• [2024.8.11-2024.8.16] Our team attended ACL 2024 in Bangkok, amazing experience 😃.
• [2024.6.14] Two papers related with multi-agent collaboration from the pserspective of intra-team and cross-team organization have been released on arXiv first.
• [2024.5.16] Our two papers have been accepted to ACL 2024, main conference 🥳. Thanks to my best mentor and all co-authors!
• [2024.5.6] Following our prior work on ECL, we’re excited to announce the publication of our latest endeavor, Iterative Experience Refinement of Software-Developing Agents, available on arXiv:2405.04219, 2024.
• [2024.1.25] Code and data around Experiential Co-Learning of Software-Developing Agents has released in ECL.
• [2023.12.29] Our recent work Experiential Co-Learning of Software-Developing Agents has released on arXiv:2307.07924, 2023.

💡 Publication

Autonomous Agents for Collaborative Task under Information Asymmetry. NeurIPS 2024.
Wei Liu, Chenxi Wang, Yifei Wang, Zihao Xie, Rennai Qiu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Chen Qian.

Multi-Agent Software Development through Cross-Team Collaboration. In arXiv 2406.08979.
Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang, Yufan Dang, Weize Chen, Cheng Yang.

Scaling Large-Language-Model-based Multi-Agent Collaboration. In arXiv 2406.07155.
Chen Qian$^{†}$, Zihao Xie$^{†}$, Yifei Wang$^{†}$, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun.

Experiential Co-Learning of Software-Developing Agents. ACL 2024 main conference.
Chen Qian$^{†}$, Yufan Dang$^{†}$, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun.

Communicative Agents for Software Development. ACL 2024 main conference.
Chen Qian, Xin Cong, Wei Liu, Cheng Yang, Weize Chen, Yusheng Su, Yufan Dang , Jiahao Li, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun.

Iterative Experience Refinement of Software-Developing Agents. In arXiv:2405.04219, 2024.
Chen Qian$^{†}$, Jiahao Li$^{†}$, Yufan Dang, Wei Liu, YiFei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun.

$^{†}$: Equal Contribution

🐣 Research Experience

THUNLP Natural Language Processing Lab at Tsinghua University
Research Intern, Jul 2023 – Present

• Participating in the ChatDev project: optimizing dialogue-related mechanisms of the AI, conducting multiple testing, improving the project’s frontend, and carrying out daily operational maintenance

• Currently involved in agent-oriented co-evolution research, accumulating experience and facilitating the mutual evolution of capabilities

Development and Application of Driving Safety AI Detection System
Student Research Training Program in Autonomous Department, Tsinghua University, Nov 2022 – Jun 2023

• Focus on multimodal perception based on deep learning in self-driving
• Researched the state-of-the-art single terminal and multimodal perception network and got to know techniques about computer vision
• Used Pytorch to replicate advanced algorithms in communication-efficient collaborative perception and reproduced consistent experimental results