东北大学主页平台张岩峰--Zhang Yanfeng's Homepage-- Xin Ai, Zeyu Ling, Hao Yuan, Qiange Wang, Yanfeng Zhang*, Yutao Peng, Ge Yu. NeutronSparse: Coordinating Heterogeneous Engines for Sparse Matrix Multiplication on NPUs [J]. Proceedings of the ACM on Management of Data (SIGMOD 2026). （CCF A）

张岩峰（Professor）

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College:计算机科学与工程学院
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Current position: Zhang Yanfeng's Homepage > Scientific Research > Paper Publications

Paper Publications

Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, and Ge Yu. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments [C]. Proceedings of the VLDB Endowment, 2024. (CCF A)

Release Time:2024-03-17 Hits:

Title of Paper:Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, and Ge Yu. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments [C]. Proceedings of the VLDB Endowment, 2024. (CCF A)
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Prev One:Zhen Song, Yu Gu, Qing Sun, Tianyi Li, Yanfeng Zhang, Yushuai Li, Christian S. Jensen, and Ge Yu. DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training [J]. Proceedings of the VLDB Endowment, 2024. (CCF A)

Next One:Zhixin Zhang, Shufeng Gong, Yanfeng Zhang, and Ge Yu. Accelerating Topic-Sensitive PageRank by Exploiting the Query History [C]. Proceedings of 30th International Computing and Combinatorics Conference (COCOON 2024), Shanghai, China. (CCF B)