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Works (5)

DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training

Proceedings of the ACM on Management of Data
2025-02-10 | Journal article
Contributors: Renjie Liu; Yichuan Wang; Xiao Yan; Haitian Jiang; Zhenkun Cai; Minjie Wang; Bo Tang; Jinyang Li
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gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning

2023-10-23 | Conference paper
Contributors: Ping Gong; Renjie Liu; Zunyao Mao; Zhenkun Cai; Xiao Yan; Cheng Li; Minjie Wang; Zhuozhao Li
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DGI: An Easy and Efficient Framework for GNN Model Evaluation

2023-08-06 | Conference paper
Contributors: Peiqi Yin; Xiao Yan; Jinjing Zhou; Qiang Fu; Zhenkun Cai; James Cheng; Bo Tang; Minjie Wang
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FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication

Proceedings of the ACM on Management of Data
2023-06-13 | Journal article
Contributors: Kaihao Ma; Xiao Yan; Zhenkun Cai; Yuzhen Huang; Yidi Wu; James Cheng
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TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism

IEEE Transactions on Parallel and Distributed Systems
2022-08-01 | Journal article
Contributors: Zhenkun Cai; Xiao Yan; Kaihao Ma; Yidi Wu; Yuzhen Huang; James Cheng; Teng Su; Fan Yu
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Peer review (1 review for 1 publication/grant)

Review activity for IEEE transactions on knowledge and data engineering. (1)