研究领域
分布式计算,增量计算,图数据库,向量数据库
论文成果 MORE+
- · I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration Liang Li, Shufeng Gong, Yanan Yang, Yiduo Wang, Jie Wu VLDB2026 CCF A会议.vldb
- · GETL: An Extract-Transform-Load Framework Across Graph Models in Graph Warehouse Feng Yao, Xiaokang Yang, Shufeng Gong, Qian Tao, Yanfeng Zhang, Wenyuan Yu, Ge Yu. TKDE 2026 CCF A 期刊.
- · GeoLayer: Towards Low-Latency and Cost-Efficient Geo-Distributed Graph Stores with Layered Graph Feng Yao, Xiaokang Yang, Shufeng Gong, Song Yu, Yanfeng Zhang, Ge Yu ICDE2026 CCF A会议.
- · A topology-aware localized update strategy for graph-based ann index Song Yu, Shengyuan Lin, Shufeng Gong, Yongqing Xie, Ruicheng Liu, Yijie Zhou, Ji Sun, Yanfeng Zhang, Guoliang Li, Ge Yu VLDB2025 C.
- · GoGraph: Accelerating Graph Processing through Incremental Reordering Yijie Zhou, Shufeng Gong, Feng Yao, Hanzhang Chen, Song Yu, Pengxi Liu, Yanfeng Zhang, Ge Yu, Jeffrey Xu Yu TKDE2025 CCF A期刊.
- · Towards communication-efficient out-of-core graph processing on the GPU Qiange Wang, Xin Ai, Yongze Yan, Shufeng Gong, Yanfeng Zhang, Jing Chen, Ge Yu TPDS2025 CCF A期刊.
- · NeutronAscend: Optimizing GNN Training with Ascend AI Processors Xin Ai, bing zhang, Qiange Wang, Yanfeng Zhang, Hao Yuan, Shufeng Gong, Ge Yu ACM Transactions on Architecture and Code Optimization 20.
- · Accelerating Topic-Sensitive PageRank by Exploiting the Query History Shufeng Gong, Zhixin Zhang, Jing Lu, Yanfeng Zhang, Cong Fu, Ge Yu International Computing and Combinatorics Conference 2025 CCF B.
- · GoVector: An I/O-Efficient Caching Strategy for High-Dimensional Vector Nearest Neighbor Search Yijie Zhou, Shengyuan Lin, Shufeng Gong, Song Yu, Shuhao Fan, Yanfeng Zhang, Ge Yu 软件学报2025 CCF A中.
- · Ingress: an automated incremental graph processing system Shufeng Gong, Chao Tian, Qiang Yin, Zhengdong Wang, Song Yu, Yanfeng Zhang, Wenyuan Yu, Liang Geng, Chong Fu, Ge Yu, Jingren Zhou VLDB 2024 CC.
专利
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著作成果
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科研项目
- · 国家自然科学基金 青年基金 支持Serverless架构的高可伸缩性云原生图处理技术 62202088 2022.01-2025.12,主持人
- · CCF-华为胡杨林基金, 基于日志结构的高效动态向量索引图存储结构技术研究合作项目, 2025-01 至 2025-12, CCF-HuaweiDB202409, 主持
- · 辽宁省自然科学基金联合基金 面上资助计划项目 基于存算分离架构下serverless的图计算系统关键技术研究 2023-MSBA-078 2023.12-2025.11 主持人
- · “基于日志结构的拓扑-属性半耦合图存储研究”,CCF-蚂蚁科研基金,2024.11-2025.10 参与人
- · “基于混合层次化结构的分布式极端幂律图存储研究”,CCF-蚂蚁科研基金,2025.12-2026.12 参与人
