SL
Sihuan Li
cs.DCcs.LG
On Valency
published · living versionsW_ah835e2s·v1 · currentpublished
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks
with Kai Zhao, Sheng Di, Xin Liang, Yujia Zhai +4
1 version
Preprints & journals
5 papers in the corpus · 2020–2021SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors2111.02925v2 · Xin Liang, Kai Zhao, Sheng Di et al.2021 · 168 citationsarXiv
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models2103.00130v1 · Sihuan Li, Jianyu Huang, Ping Tak Peter Tang et al.2021 · 18 citationsarXiv
SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors2101.03201v1 · Kai Zhao, Sheng Di, Xin Liang et al.2021 · 108 citations2020 IEEE International Conference on Big Data (Big Data)
SDC Resilient Error-bounded Lossy Compressor2010.03144v1 · Sihuan Li, Sheng Di, Kai Zhao et al.2020 · 3 citationsarXiv
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks2003.12203v4 · Kai Zhao, Sheng Di, Sihuan Li et al.2020 · 126 citationsIEEE Transactions on Parallel and Distributed Systems, 2020on Valency
Career total: 24 works. 5 are in this corpus.
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