Weize Liu
I am a first-year Ph.D. student in Computer Science at the University of Maryland, College Park, advised by Prof. Furong Huang.
My research interests lie in Large Language Models (LLMs) and Vision-Language Models (VLMs), specifically focusing on synthetic data, reasoning, and agents. My previous research has primarily focused on enhancing the diverse capabilities of LLMs (especially reasoning) and on synthetic data. I am currently working on improving the agent capabilities of LLMs.
news
| Sep 2025 | Started the Computer Science Ph.D. program at the University of Maryland, College Park. |
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| Jun 2025 | Completed the M.Eng. in Computer Technology at Zhejiang University. |
| May 2025 | Started a research internship at Alibaba Group (Future Life Lab, Taobao & Tmall Group). |
selected publications
- arXivDESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM ReasoningarXiv preprint 2025
- EMNLPUnraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their ApplicationsEMNLP 2024
- ACLFrom Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMsACL 2025