Lai Wei (original) (raw)
About Me
- Hi, my name is Lai Wei (魏来) and I am a first-year PhD student at SJTU, majoring in computer science. Since AIGC is a subject that interests me greatly, I have been working on it throughout my undergraduate education. I am committed to staying abreast of new advances in AI and am always looking for novel approaches to innovate and push the boundaries in this field. As a creative and curious individual, I am eager to apply my skills and knowledge to real-world problems and make a meaningful impact in the future. My recent research focuses on (multimodal) large language models.
Educations
- Shanghai Jiao Tong University
Bachelor of Physics (2020 - 2024)
PhD of Computer Science (2024 - present)
Honors and Awards
- 2021 China Undergraduate Mathematical Contest in Model, Shanghai Division, First Prize
- 2021 Shanghai Jiao Tong University Undergraduate B Scholarship
- 2021 Shanghai Jiao Tong University, School of Physics and Astronomy, First Prize Scholarship
- 2022 Shanghai Jiao Tong University Undergraduate B Scholarship
- 2022 Shanghai Jiao Tong University Huawei Scholarship
- 2024 Shanghai Jiao Tong University Outstanding Graduates
Publications
*Equal contribution
- Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models
Lai Wei *, Zhiquan Tan *, Chenghai Li, Jindong Wang, Weiran Huang
[code]
NeurIPS 2024 - Diabetica: Adapting Large Language Model to Enhance Multiple Medical Tasks in Diabetes Care and Management
Lai Wei *, Zhen Ying *, Muyang He *, Yutong Chen, Qian Yang, Yanzhe Hong, Jiaping Lu, Kaipeng Zheng, Shaoting Zhang, Xiaoying Li, Weiran Huang, Ying Chen
[code] [model]
SCI-FM @ ICLR 2025
Preprints
*Equal contribution
- InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4
Lai Wei, Zihao Jiang, Weiran Huang, Lichao Sun
[code] [机器之心] [video] - Can I Understand what I Create? Self-Knowledge Evaluation of Large Language Models
Zhiquan Tan *, Lai Wei *, Jindong Wang, Xing Xie, Weiran Huang - Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
Lai Wei, Yuting Li, Kaipeng Zheng, Chen Wang, Yue Wang, Linghe Kong, Lichao Sun, Weiran Huang
[code] - Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
Lai Wei, Yuting Li, Chen Wang, Yue Wang, Linghe Kong, Weiran Huang, Lichao Sun
[code]
Interests and Hobbies
- Electronic Organ (Grade 8)
- Basketball (Captain of College Basketball Team)
- Football (Member of College Football Team)
- Badminton (Grade 4+)
- 2K, FIFA, Game for Peace
Services
- AI TIME member
- ICLR Reviewer (2025), NeurIPS Reviewer (2025)