Elias Fallon

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 10

Top Topics

Completely Automated

Genetic Optimization

Reinforcement Learning

Multilayer Perceptron

Top Venues

Publications

Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara
Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron. CoRR (2022)
Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD (2021)
Keertana Settaluri, Elias Fallon
Fully Automated Analog Sub-Circuit Clustering with Graph Convolutional Neural Networks. DATE (2020)
Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara
Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing. CoRR (2020)
Chang Song, Elias Fallon, Hai Helen Li
Improving Adversarial Robustness in Weight-quantized Neural Networks. CoRR (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
Automatic Routability Predictor Development Using Neural Architecture Search. CoRR (2020)
Elias Fallon
Machine Learning in EDA: Opportunities and Challenges. MLCAD (2020)
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. MLCAD (2020)
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. CoRR (2020)
Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning. CoRR (2020)