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 Interest

My most recent research focus include: 1. [Enabling] and [evaluating] LLMs with long-term memories 2. Facilitating Retrieval-augmented Generation to handle complex (implicit or [multi-hop] or [compositional]) queries 3. Other areas such as alignment, [multi-modal] and efficiency Beyond that, I have broad research interest in Machine Learning, Natural Language Processing and Vision-Language Learning. Currently, I am working on improving embedding models, information extraction from large amount of data and their collaborations with large language models (LLMs).

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