Hi, welcome to my homepage! I am a PhD student in Halıcıoğlu Data Science Institute (HDSI), UCSD advised by Prof. Jingbo Shang. Before that, I received my B.S. in Physics from Nankai University and M.S. in E.E. from UCSD. Please check my cv here.

Research Interests

My most recent research focus include:

1. Enabling and evaluating LLMs with long-term memories. I am especially thinking from the perspectives of training better context compression models and the attention mechanism of Transformers.

2. I also believe in RL-based training methods. To that end, I believe that designing a better reward mechanism might be the most crucial part.

3. Other areas such as alignment, multi-modal and efficiency

I am activately looking for collaborators on these areas and I am very happy to mentor M.S. or undergraduate students with related backgrounds!

Education

• PhD in Data Science, UCSD, 2023-
• M.S. in Electrical Engineering, track: Machine Learning & Data Science, UCSD, 2021-2023
• B.S. in Physics, NKU, 2016-2020

Experience

• Research Scientist Intern, Tencent AI Lab, 2024 Summer
• Applied Scientist Intern, Amazon, 2023 Summer
• Research Intern, SVCL Lab, UCSD, 2022-2023
• Research Assistant, Department of Computing, PolyU, 2021-2021
• Research Assistant, School of Physics, NKU, 2020-2020
• Research Intern, Serre Lab, Brown, 2019-2020