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Improving Adversarial Robustness in Weight-quantized Neural Networks


Jan 23, 2021
Chang Song, Elias Fallon, Hai Li

* 10 pages 

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Automatic Routability Predictor Development Using Neural Architecture Search


Dec 03, 2020
Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen

* 7 pages, 5 figures, submitted to DAC'21 

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Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing


Nov 15, 2020
Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara


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Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision


Oct 26, 2020
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara


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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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