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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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Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization


Dec 07, 2022
Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder

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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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Towards Interaction Detection Using Topological Analysis on Neural Networks


Nov 04, 2020
Zirui Liu, Qingquan Song, Kaixiong Zhou, Ting Hsiang Wang, Ying Shan, Xia Hu

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Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction


Jun 29, 2020
Qingquan Song, Dehua Cheng, Hanning Zhou, Jiyan Yang, Yuandong Tian, Xia Hu

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AutoRec: An Automated Recommender System


Jun 26, 2020
Ting-Hsiang Wang, Qingquan Song, Xiaotian Han, Zirui Liu, Haifeng Jin, Xia Hu

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Multi-Channel Graph Convolutional Networks


Dec 17, 2019
Kaixiong Zhou, Qingquan Song, Xiao Huang, Daochen Zha, Na Zou, Xia Hu

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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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Auto-GNN: Neural Architecture Search of Graph Neural Networks


Sep 10, 2019
Kaixiong Zhou, Qingquan Song, Xiao Huang, Xia Hu

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