Haiguang Liao

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Simulated Annealing

Genetic Optimization

Special Session

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)
Haoxing Ren, Saad Godil, Brucek Khailany, Robert Kirby, Haiguang Liao, Siddhartha Nath, Jonathan Raiman, Rajarshi Roy
Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper. ICCAD (2021)
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)
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)
Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabás Póczos, Kenji Shimada, Levent Burak Kara
A Deep Reinforcement Learning Approach for Global Routing. CoRR (2019)