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publications
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
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
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
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)
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
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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