🎓 PhD Candidate at School of Data Science, Fudan University
🚀 Homepage: https://yz-cai.github.io
💡 Research Interests:
- Graph-based Retrieval-Augmented Generation (RAG)
- Graph-based Vector Similarity Search (Approximate Nearest Neighbor Search, ANNS)
- Graph Data Query Processing
📌 Highlighted Projects:
-
SimGRAG
: A knowledge graph-driven retrieval-augmented generation framework, supporting plug-and-play usability and scalability. arXiv preprint.
-
Unified Navigating Graph
: A general filtered similar vector search framework with state-of-the-art performance. SIGMOD '25 paper.
📈 GitHub Stats: