Zilong Wang
PhD Student at UC San Diego, CSE.
Welcome! I am a fourth-year PhD student at UC San Diego advised by Prof. Jingbo Shang. I spent wonderful time doing research at Google Cloud AI, Google Research, Adobe Research, and Microsoft Research Asia. I received my B.S. in Computer Science from Peking University in 2020, where I was advised by Prof. Xiaojun Wan.
My research focuses on language model reasoning. I particularly interested in (1) reducing hallucination and enhancing factuality with retrieval augmented generation (RAG), and long-context understanding; (2) empowering the reasoning ability of LLMs with multiple data resources for various practical scenarios, including tabular data for table-based reasoning, programming language for code generation/understanding, web pages for web mining, etc.
news
| May 27, 2024 | LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step Has been accepted by ACL 2024 Findings! |
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| Jan 16, 2024 | Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding has been accepted by ICLR 2024! |
| Dec 9, 2023 | A Study on Robustness and Reliability of Large Language Model Code Generation got received by AAAI 2024! |
| Nov 6, 2023 | Join Google Cloud AI as a Student Researcher in Fall 2023! |