- Paper Publications: Published multiple papers in top-tier conferences and journals such as ACL, SIGIR, EMNLP, TOIS, SIGIR-AP, etc.
- Awards:
- ICLR Notable Reviewer
- Champion in COLIEE 2023
- Silver medals in two tasks in WSDM Cup 2023
- Tutorials:
- Tutorial on RAG accepted at SIGIR 2025
- Tutorial on Dynamic and Parametric RAG accepted at SIGIR-AP 2025
Research Experience
- Exploring Parametric Retrieval-Augmented Generation (Parametric RAG), proposing a new RAG paradigm that directly injects external knowledge into the parameters of large language models (LLMs) rather than relying on traditional in-context knowledge injection.
- Mentoring undergraduate students in research, collaborating with Changyue Wang, Yichen Tang, Anzhe Xie, Baoqing Yue, Jiaqing Wu, and Junxi Yan, co-authoring high-quality papers at top-tier conferences and journals such as ACL, SIGIR, EMNLP, TOIS, SIGIR-AP, etc.
Education
- Degree: PhD
- University: Tsinghua University
- Supervisor: Prof. Yiqun Liu
- Year: Third year
- Major: Computer Science and Technology
Background
- Research Interests: Leveraging AI technology (LLMs) to better meet users' information needs, specifically in Retrieval Augmented Generation, Knowledge Injection and Editing for LLMs, Hallucination Detection and Mitigation for LLMs, and AI for Legal Applications.
- Background: Third-year PhD student at the Department of Computer Science and Technology, Tsinghua University, supervised by Prof. Yiqun Liu.
Miscellany
- Passionate about mentoring undergraduate students in research
- If you are an undergraduate interested in my research areas and aim to publish high-quality papers, you can apply for an internship with the THUIR group through official channels or contact me (WeChat ID: rdfzswh) directly to embark on meaningful research together!