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Qingquan Song

mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization

Feb 19, 2023
Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, Sathiya Keerthi, Rahul Mazumder

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* arXiv admin note: substantial text overlap with arXiv:2212.04343

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Geometric Graph Representation Learning via Maximizing Rate Reduction

Feb 13, 2022
Xiaotian Han, Zhimeng Jiang, Ninghao Liu, Qingquan Song, Jundong Li, Xia Hu

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* Accepted by TheWebConference(WWW) 2022

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Sub-Architecture Ensemble Pruning in Neural Architecture Search

Oct 01, 2019
Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu

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* This work was done when the first author was a visiting research scholar at Texas A&M University

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