9 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.NE2022★ 1 cited
Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron
Haiguang Liao, Vinay Patil, Xuliang Dong +5
We present an automatic multilayer power plane generation method to accelerate the design of printed circuit boards (PCB). In PCB design, while automatic solvers have been develope…
cs.LG2020★ 9 cited
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning
Haiguang Liao, Qingyi Dong, Xuliang Dong +5
In the physical design of integrated circuits, global and detailed routing are critical stages involving the determination of the interconnected paths of each net on a circuit whil…
cs.LG2019★ 9 cited
A Deep Reinforcement Learning Approach for Global Routing
Haiguang Liao, Wentai Zhang, Xuliang Dong +3
Global routing has been a historically challenging problem in electronic circuit design, where the challenge is to connect a large and arbitrary number of circuit components with w…