About
I am a final-month Ph.D. candidate in the School of Computer Science and Engineering at Beihang University, advised by Prof. Jianxin Li and Prof. Qingyun Sun. I am also affiliated with Shen Yuan Honors College under the Top-notch Program of MoE. Prior to this, I received my B.Eng. degree in Software Engineering from the University of Electronic Science and Technology of China under the Excellent Engineer Education and Training Program of MoE.
My recent research explores graph machine learning, graph foundation models, and graph-oriented LLMs and agents. I am particularly interested in applying graph intelligence techniques to real-world scenarios, including social network analysis, cybersecurity, etc.
I have published papers in leading international venues, including TPAMI, ICML, NeurIPS, ICLR, WWW, and AAAI. I am always happy to connect with researchers and students who share similar interests. Feel free to send me an email if interested to discuss or work together.
Selected Publications
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A new survey on foundation models for structured data is now available on ResearchGate.
Our work on path-aware GraphRAG is now available on arXiv.
Our RAG-GFM paper has been accepted to WWW 2026 🎉
We released a new survey on information-theoretic graph machine learning.
Glad to share that 4 papers from our group have been accepted to AAAI 2026 🎉
Our work on evolving graph learning has been accepted to IEEE TPAMI 🎉