Guangming Sheng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 6

Top Topics

Failure Recovery

Temporal Information

Training Process

Learning Frameworks

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
Swift: Expedited Failure Recovery for Large-Scale DNN Training. IEEE Trans. Parallel Distributed Syst. 35 (9) (2024)
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. KDD (2024)
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline. CoRR (2024)
Yuchen Zhong, Guangming Sheng, Tianzuo Qin, Minjie Wang, Quan Gan, Chuan Wu
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs. CoRR (2023)
Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
Swift: Expedited Failure Recovery for Large-Scale DNN Training. PPoPP (2023)
Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
SWIFT: Expedited Failure Recovery for Large-scale DNN Training. CoRR (2023)
Chaoyang Niu, Guangming Sheng, Debao Ma, Junhua Zhang
Quantitive Evaluation on the Preservation of Polarimetric Information for PolSAR Filters. ISIA (2010)