CV
General Information
Full Name | Weihua Du |
Date of Birth | 16th Dec. 2001 |
duwh20@mails.tsinghua.edu.cn | |
Research Interests | LLM-Based Agent, Embodied AI and Robotics, Reinforcement Learning, Cognitive Science |
Education
- 2020-Present
Undergraduate, Bachelor of Engineering in Computer Science
Yao Class, Tsinghua University, Beijing, China
- Yao Class 03, Institute for Interdisciplinary Information Sciences (IIIS)
- GPA 3.93/4.00 [transcript].
- 2023.2-2023.7
Visiting Student, Department of Brain of Cognitive Sciences
Massachusetts Institute of Technology, Cambridge, US
- Advisored by Prof. Chuang Gan and Prof. Joshua B. Tenenbaum.
- 2017-2020
Senior High School
Changzhou Senior High School of Jiangsu Province, Jiangsu, China
Experience
- 2023.8-Present
Research Intern
Shanghai Artificial Intelligence Laboratory, China
- Advisored by Dr. Wenwei Zhang and Dr. Kai Chen;
- Involved in the iterating of InternLM, focusing in improving tool calling capabilities.
- 2023.2-Present
Research Intern
MIT-IBM Watson AI Lab, Massachusetts Institute of Technology, US
- Advisored by Prof. Chuang Gan and Prof. Joshua B. Tenenbaum;
- Developing cooperative embodied agents by leveraging Large Language Models (LLMs), focusing on communication and reasoning in multi-agent embodied environments.
- 2022.8-2023.1
Research Intern
Shanghai Qi Zhi Institute, China
- Advisored by Prof. Yi Wu;
- First work develops AutoTruss, a two-stage framework addressing the complex combinatorial optimization challenge of truss layout design in the building industry;
- Another work aims to optimize rewards and discover diverse strategies, developing a diversity-driven RL algorithm, State-based Intrinsic-reward Policy Optimization (SIPO).
Honors and Awards (Selected)
- 2023
- Zheng Geru Scholarship (清华之友—郑格如奖学金)
- Andrew C. Yao Award (Recognition Prize)
- 2022
- Mr. and Mrs. Qu Yuzhi Scholarship (清华之友-渠玉芝奖学金)
- 2021
- Mr. and Mrs. Huang Yicong Scholarship (清华之友-黄奕聪伉俪奖助学金)
- China Collegiate Programming Contest (CCPC), Weihai Site - Gold Medal
- 2018
- China National Olympiad in Informatics (NOI) - Gold Medal
Others
TOEFL | Total 103, Reading 29, Listening 26, Speaking 23, Writing 25. |
Languages | C & C++, LaTeX, Python, PyTorch, Pascal, etc. |
Sports | Member of Tsinghua University Volleyball Team, 2022-2023. |
Community | Volunteer at the Student Development Center of Tsinghua University, 2021-Present; 187.0 hours of officially recorded volunteering work. |
Hobbies | Chinese Painting (Level 10 Amateur), Traveling, etc. |