2 citations · 2 across the 4 of their papers we have counts for
4 papers
AutoDRI: Bridging the Semantic Gap for Automated Design Rule Integration in CP-SAT-Based Cell Synthesis under Multi-Patterning
Yuhao Ren, Yucheng Wang, Zihao Chen +2
Design-rule integration (DRI) remains a major bottleneck for scalable (Constraint Programming with SAT) CP-SAT-based standard cell synthesis and rapid technology enablement at adva…
An Extended Study of Gear-Ratio-Aware Standard Cell Layout Generation for DTCO Exploration
Chung-Kuan Cheng, Andrew B. Kahng, Bill Lin +2
Advanced nodes decouple contacted poly pitch (CPP) and lower-metal pitch to improve routability. We present CPCell, an efficient standard-cell layout generation framework, to suppo…
On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations
Chester Holtz, Yucheng Wang, Chung-Kuan Cheng +1
There is substantial interest in the use of machine learning (ML)-based techniques throughout the electronic computer-aided design (CAD) flow, particularly methods based on deep le…
An Updated Assessment of Reinforcement Learning for Macro Placement
Chung-Kuan Cheng, Andrew B. Kahng, Sayak Kundu +2
We provide an improved assessment of Google Brain's deep reinforcement learning approach to macro placement and its updated Circuit Training (CT) implementation in GitHub. A strong…