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Yaoqing Yang

Neurotoxin: Durable Backdoors in Federated Learning

Jun 12, 2022
Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Joseph E. Gonzalez, Kannan Ramchandran, Prateek Mittal

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* Appears in ICML 2022

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Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data

Feb 06, 2022
Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney

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The Effect of Model Size on Worst-Group Generalization

Dec 08, 2021
Alan Pham, Eunice Chan, Vikranth Srivatsa, Dhruba Ghosh, Yaoqing Yang, Yaodong Yu, Ruiqi Zhong, Joseph E. Gonzalez, Jacob Steinhardt

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* The first four authors contributed equally to the work

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Contrastive Spatial Reasoning on Multi-View Line Drawings

Apr 27, 2021
Siyuan Xiang, Anbang Yang, Yanfei Xue, Yaoqing Yang, Chen Feng

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* The first two authors contributed equally. Chen Feng is the corresponding author

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Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks

Feb 24, 2021
Yujun Yan, Milad Hashemi, Kevin Swersky, Yaoqing Yang, Danai Koutra

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* 8 pages main paper + 7 pages appendix

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