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Vicious Cycles in Distributed Software Systems

2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)
2023-09-11 | Conference paper
DOI: 10.1109/ase56229.2023.00032
Contributors: Shangshu Qian; Wen Fan; Lin Tan; Yongle Zhang
Source: Self-asserted source
Shangshu Qian

EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries

Proceedings of the 44th International Conference on Software Engineering
2022 | Conference paper
DOI: 10.1145/3510003.3510165
Part of ISBN: 9781450392211
Source: Self-asserted source
Shangshu Qian

Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training

Advances in Neural Information Processing Systems
2021 | Conference paper
URI:

https://proceedings.neurips.cc/paper/2021/file/fdda6e957f1e5ee2f3b311fe4f145ae1-Paper.pdf
Source: Self-asserted source
Shangshu Qian

Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering
2020-12-21 | Conference paper
DOI: 10.1145/3324884.3416545
Source: Self-asserted source
Shangshu Qian
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