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Haichuan Yang

University of Rochester

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework


Aug 25, 2020
Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang

* ECCV 2020 spotlight 

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Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization


Oct 17, 2019
Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu


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Adversarially Trained Model Compression: When Robustness Meets Efficiency


Feb 10, 2019
Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu

* 29 pages, 15 figures, 11 tables 

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ECC: Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model


Dec 17, 2018
Haichuan Yang, Yuhao Zhu, Ji Liu


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Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications


Sep 27, 2018
Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu


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End-to-End Learning of Energy-Constrained Deep Neural Networks


Jun 12, 2018
Haichuan Yang, Yuhao Zhu, Ji Liu


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Learning Simple Thresholded Features with Sparse Support Recovery


Apr 16, 2018
Zhangyang Wang, Hongyu Xu, Haichuan Yang, Ding Liu, Ji Liu

* Submitted to IEEE TSP Journal 

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A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification


Mar 18, 2018
Ke Ren, Haichuan Yang, Yu Zhao, Mingshan Xue, Hongyu Miao, Shuai Huang, Ji Liu


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On The Projection Operator to A Three-view Cardinality Constrained Set


Jun 14, 2017
Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu


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