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 VLDB202....
- · 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....
- · 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 CC....
- · 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....
- · 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....
专利
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著作成果
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科研项目 MORE+
- · 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