Involved in multiple projects such as LLM Agent for Academic Data, Name Disambiguation (WhoIsWho), Paper Source Tracing (PST), and Open Academic Graph (OAG). Also published 'Small Language Model Makes an Effective Long Text Extractor'.
Research Experience
Currently a Postdoctoral Researcher at the Department of Computer Science and Technology, Tsinghua University, collaborating with Prof. Jie Tang. Focuses on areas like AI-driven Academic Search, Intelligent Paper Reading, and AMiner Deep Research.
Education
Ph.D. from Tsinghua University; Bachelor's degree from Nanjing University.
Background
Research interests generally include data mining, knowledge graph, and large language models, with an emphasis on developing scalable and lightweight data mining algorithms, primarily on academic knowledge graphs to accelerate academic research and scientific innovation. Recently, also working on LLM inference acceleration.
Miscellany
Looking for self-motivated students to work together on speculative decoding and LLM agent. Maintains a paper sharing channel about large foundation models on Xiaohongshu.