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  1. OPTML-Group/Fast-BAT OPTML-Group/Fast-BAT Public

    [ICML22] "Revisiting and Advancing Fast Adversarial Training through the Lens of Bi-level Optimization" by Yihua Zhang*, Guanhua Zhang*, Prashant Khanduri, Mingyi Hong, Shiyu Chang, and Sijia Liu

    Shell 72 5

  2. OPTML-Group/BiP OPTML-Group/BiP Public

    [NeurIPS22] "Advancing Model Pruning via Bi-level Optimization" by Yihua Zhang*, Yuguang Yao*, Parikshit Ram, Pu Zhao, Tianlong Chen, Mingyi Hong, Yanzhi Wang, and Sijia Liu

    Python 141 39

  3. OPTML-Group/Robust-MoE-CNN OPTML-Group/Robust-MoE-CNN Public

    [ICCV23] Robust Mixture-of-Expert Training for Convolutional Neural Networks by Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang (Atlas) Wang, S…

    Python 33 1

  4. OPTML-Group/DP4TL OPTML-Group/DP4TL Public

    [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*, Aochuan Chen*, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Ming…

    Python 7

  5. OPTML-Group/UnlearnCanvas OPTML-Group/UnlearnCanvas Public

    UnlearnCanvas: A Stylized Image Dataaset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Chongyu Fan, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Gaoyuan Zhang, Gaow…

    Python 34 1

  6. OPTML-Group/Fairness-Reprogramming OPTML-Group/Fairness-Reprogramming Public

    [NeurIPS 22] "Fairness Reprogramming" by Guanhua Zhang*, Yihua Zhang*, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang

    Python 2