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🎓About Me

I am Shengyuan CHEN, a Postdoctoral Fellow under the guidance of Prof. Jiannong CAO (since 2024) at the Hong Kong Polytechnic University, Department of Computing. I earned my Ph.D. degree from the same department under the supervision of Prof. Xiao HUANG (2021–2024). Prior to that, I obtained my bachelor’s degree from Fudan University, Department of Electronic Information Science and Engineering.

My research interests include graph representation learning, reasoning, and Large Language Models, with latest research presented at NeurIPS, ICML, TKDE, CIKM, etc.. Currently, I am working on Graph-based Retrieval-Augmented Generation for LLMs.

🎉News

📔Selected Publications