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Deniz Gurevin

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Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning

Apr 08, 2023
Shanglin Zhou, Mikhail A. Bragin, Lynn Pepin, Deniz Gurevin, Fei Miao, Caiwen Ding

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Towards Real-Time Temporal Graph Learning

Oct 12, 2022
Deniz Gurevin, Mohsin Shan, Tong Geng, Weiwen Jiang, Caiwen Ding, Omer Khan

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Towards Sparsification of Graph Neural Networks

Sep 11, 2022
Hongwu Peng, Deniz Gurevin, Shaoyi Huang, Tong Geng, Weiwen Jiang, Omer Khan, Caiwen Ding

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A Surrogate Lagrangian Relaxation-based Model Compression for Deep Neural Networks

Dec 18, 2020
Deniz Gurevin, Shanglin Zhou, Lynn Pepin, Bingbing Li, Mikhail Bragin, Caiwen Ding, Fei Miao

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Beware the Black-Box: on the Robustness of Recent Defenses to Adversarial Examples

Jun 18, 2020
Kaleel Mahmood, Deniz Gurevin, Marten van Dijk, Phuong Ha Nguyen

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