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GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning

Apr 30, 2020
Hanrui Wang, Kuan Wang, Jiacheng Yang, Linxiao Shen, Nan Sun, Hae-Seung Lee, Song Han

* Accepted to the 57th Design Automation Conference (DAC 2020); 6 pages, 8 figures 

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Towards Making the Most of BERT in Neural Machine Translation

Aug 30, 2019
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li


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Learning to Design Circuits

Jan 17, 2019
Hanrui Wang, Jiacheng Yang, Hae-Seung Lee, Song Han

* The first two authors contributed equally to this work 

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Path-Level Network Transformation for Efficient Architecture Search

Jun 07, 2018
Han Cai, Jiacheng Yang, Weinan Zhang, Song Han, Yong Yu

* ICML 2018 

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MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence

Dec 02, 2017
Lianmin Zheng, Jiacheng Yang, Han Cai, Weinan Zhang, Jun Wang, Yong Yu

* NIPS 2017 & AAAI 2018 Demo 

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