Haiguang Liao

According to our database, Haiguang Liao authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

2021

Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper.

Haoxing Ren, Saad Godil, Brucek Khailany, Robert Kirby, Haiguang Liao, Siddhartha Nath, Jonathan Raiman, Rajarshi Roy

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

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

Attention Routing: track-assignment detailed routing using attention-based reinforcement learning.

Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara

CoRR, 2020

Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision.

Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

2019

A Deep Reinforcement Learning Approach for Global Routing.

Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabás Póczos, Kenji Shimada, Levent Burak Kara

CoRR, 2019