About me
I am a third-year PhD student in the joint program between CreateLink and HKUST(GZ), under the supervision of Prof. Jia Li.
Interests
My research interests mainly focus on graph data management and large language model (LLM) systems, particularly distributed graph databases, GraphRAG, and memory-augmented AI systems. Specifically, my research spans the following topics:
- Graph × LLM: GraphRAG for enterprise knowledge systems, graph-based memory for intelligent agents, and LLM-powered knowledge systems over structured enterprise data.
- Distributed graph data management: native distributed graph databases, graph transformation and optimization, and scalable systems for large-scale graph data processing.
- Graph benchmarking and algorithms: graph benchmarks, transactional workload evaluation, and distributed graph algorithms for performance and scalability analysis.
Publications
2026
- GalaxyRAG: Graph Retrieval-Augmented Generation for Enterprise Knowledge Systems
Bing Tong, Yan Zhou, Chen Zhang, Zhaojie Yin, Jia Li
ICDE 2026 Industrial Track
2025
GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models
Bing Tong, Yan Zhou, Chen Zhang, Jianheng Tang, Jia Li, Lei Chen
[paper]
VLDB 2025 Industrial TrackThe LDBC Financial Benchmark: Transaction Workload
Shipeng Qi, Bing Tong, Jiatao Hu, Heng Lin, Yue Pang, and 16 authors
[paper]
VLDB 2025 EA&B Track · Best Paper Runner-Up AwardGalaxyView: Property Graph Transformation for Materialized View Generation
Bing Tong, Jianheng Tang, Yan Zhou, Chen Zhang, Jia Li, Lei Chen
[paper]
ICDE 2025 Industrial Track