Fully Automated Analog Sub-Circuit Clustering with Graph Convolutional Neural Networks. - Keertana Settaluri; Elias Fallon (DATE, 2020)

Machine Learning in EDA: Opportunities and Challenges. - Elias Fallon (MLCAD, 2020)

Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. - Haiguang Liao; Qingyi Dong; Weiyi Qi; Elias Fallon; Levent Burak Kara (MLCAD, 2020)

Attention Routing: track-assignment detailed routing using attention-based reinforcement learning. - Haiguang Liao; Qingyi Dong; Xuliang Dong; Wentai Zhang 002; Wangyang Zhang; Weiyi Qi; Elias Fallon; Levent Burak Kara (CoRR, 2020)

Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing. - Dhruv Vashisht; Harshit Rampal; Haiguang Liao; Yang Lu; Devika Shanbhag; Elias Fallon; Levent Burak Kara (CoRR, 2020)

Improving Adversarial Robustness in Weight-quantized Neural Networks. - Chang Song 001; Elias Fallon; Hai Helen Li (CoRR, 2020)

Automatic Routability Predictor Development Using Neural Architecture Search. - Chen-Chia Chang; Jingyu Pan; Tunhou Zhang; Zhiyao Xie; Jiang Hu; Weiyi Qi; Chung-Wei Lin; Rongjian Liang; Joydeep Mitra; Elias Fallon; Yiran Chen 001 (ICCAD, 2021)

Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron. - Haiguang Liao; Vinay Patil; Xuliang Dong; Devika Shanbhag; Elias Fallon; Taylor Hogan; Mirko Spasojevic; Levent Burak Kara (CoRR, 2022)