A Deep Reinforcement Learning Approach for Global Routing. - Haiguang Liao; Wentai Zhang 002; Xuliang Dong; Barnabás Póczos; Kenji Shimada; Levent Burak Kara (CoRR, 2019)

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)

Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper. - Haoxing Ren; Saad Godil; Brucek Khailany; Robert Kirby 001; Haiguang Liao; Siddhartha Nath; Jonathan Raiman; Rajarshi Roy 003 (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)