Yihan Wang
Hi, I am a Ph.D. candidate at UCLA in Computer Science, working with Prof. Cho-Jui Hsieh. Before that, I completed my B.Eng. degree from Tsinghua University in June 2020.
I’m generally interested in topics on robustness and generalization of machine learning models, with a recent emphasis on large language models. I work on projects that interest myself and beneficial to the society. I was supported by Amazon Fellowship.
For anyone interested in my research: Please feel free to email me if you are interested in a discussion on research or potential collaborations.
selected publications
* indicates equal contribution.
- Arxiv Preprint
- ICLR 2024Two-stage LLM Fine-tuning with Less Specialization and More GeneralizationIn The Twelfth International Conference on Learning Representations , 2024
- NeurIPS 2023Universality and limitations of prompt tuningAdvances in Neural Information Processing Systems, 2023