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Elias Fallon
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Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron


Nov 02, 2022
Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara

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Improving Adversarial Robustness in Weight-quantized Neural Networks


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

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* 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

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* 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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