Paper Publications
- • [ICDE '2026] (CCF-A) Qiange Wang, Haoran Lv, Yanfneg Zhang, Weng-Fai Wong, Bingsheng He. Incremental GNN Embedding Computation on Streaming Graphs, ICDE 2026, Accepted. (CCF-A)..
- • [TACO’2026](CCF-A): Xin Ai, Bing Zhang, Qiange Wang#, Yanfeng Zhang#, Hao Yuan, Shufeng Gong, Ge Yu. NeutronAscend: Optimizing GNN Training with Ascend AI Processors..
- • [SIGMOD‘2026](CCF-A): Hao Yuan, Xin Ai, Qiange Wang#, Peizheng Li, Jiayang Yu, Chaoyi Chen, Xinbo Yang, Yanfeng Zhang#, Zhenbo Fu, Yingyou Wen, Ge Yu. DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention.SIGMOD 2026 accepted.
- • [SIGMOD’2026](CCF-A): : Chunyu Cao, Xin Ai, Qiange Wang, Yanfeng Zhang, Zhenbo Fu, Hao Yuan, Mingyi Cao, Chaoyi Chen, Yingyou Wen, Yu Gu, Ge Yu. NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters..
- • [VLDB’2026](CCF-A): Mingyi Cao, Chunyu Cao,Yanfeng Zhang, Zhenbo Fu, Xin Ai, Qiange Wang, Yu Gu, Ge Yu. NeutronCloud: Resource-Aware Distributed GNN Training in Fluctuating Cloud Environments..
- • [FCS’2026](CCF-B, 中科院 1 区): Kefu Chen, Xin Ai, Qiange Wang, Yanfeng Zhang, Ge Yu. AcOrch: accelerating sampling-based GNN training under CPU-NPU heterogeneous environments..
- • [SIGMOD’2025](CCF-A): Jiaxin Jiang, Siyuan Yao, Yuchen Li, Qiange Wang, Bingsheng He and Min Chen. Dupin: A Parallel Framework for Densest Subgraph Discovery in Fraud Detection on Massive Graphs. ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2025).
- • [SIGMOD’2025] Demo Track: Peizheng Li, Chaoyi Chen, Hao Yuan, Zhenbo Fu, Hang Shen, Xinbo Yang, Qiange Wang, Xin Ai, Yanfeng Zhang, Yingyou Wen, Ge Yu: NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective. SIGMOD Conference Companion 2025: 163-166 .
- • [VLDB’2025](CCF-A): Qiange Wang, Yongze Yan, Hongshi Tan, Cheng Chen, Cheng Zhao, Jiaming Tian, Jiaxin Jiang, Xiaoliang Cong, Yanfeng Zhang, Ge Yu, Weng-Fai Wong, and Bingsheng He. Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing..
- • [VLDB’2025](CCF-A): Zhenbo Fu, Xin Ai, Qiange Wang#, Yanfeng Zhang#, Shizhan Lu, Chaoyi Chen, Chunyu Cao, Hao Yuan, Zhewei Wei, Yu Gu, Yingyou Wen, Ge Yu. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism Proceedings of the VLDB Endowment, 18(6): 1705 - 1719, 2025..