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Attention Routing: track-assignment detailed routing using attention-based reinforcement learning


Apr 20, 2020
Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara


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A Deep Reinforcement Learning Approach for Global Routing


Jun 20, 2019
Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabas Poczos, Kenji Shimada, Levent Burak Kara

* Preprint submitted to ASME JMD 

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3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders


Apr 16, 2019
Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

* Preprint accepted by ASME IDETC/CIE 2019 

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Data-driven Upsampling of Point Clouds


Jul 08, 2018
Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara

* Preprint submitted to CAD 

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