Publications

ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers

Recommended citation: Ao Ren*, Tianyun Zhang*, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang Architecture Support for Programming Langueages and Operating Systems 2019 ASPLOS2019

A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM

Recommended citation: Shaokai Ye *, Tianyun Zhang*, Kaiqi Zhang, Jiayu Li, Jiaming Xie, Yun Liang, Sijia Liu, Xue Lin, Yanzhi Wang New England Computer Vision NECV(Oral)

Progressive weight pruning of deep neural networks using admm

Recommended citation: Shaokai Ye*, Tianyun Zhang*, Kaiqi Zhang* , Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang

Adam-admm: A unified, systematic framework of structured weight pruning for dnns

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Recommended citation: Tianyun Zhang*, Kaiqi Zhang*, Shaokai Ye*, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang

A systematic DNN weight pruning framework using alternating direction method of multipliers

Recommended citation: Tianyun Zhang*, Shaokai Ye* (* equal contribution), Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang European Conference on Computer Vision ECCV2018