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cs.AI2026
PCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation
Hyungseok Song, Junseok Park, Won-Seok Choi +4
PCB routing is the task of connecting the nets of a board with copper traces under strict design rules, yet learning-based methods still lag behind rule-based routers. We introduce…
cs.AI2024
Unsupervised Training of Diffusion Models for Feasible Solution Generation in Neural Combinatorial Optimization
Seong-Hyun Hong, Hyun-Sung Kim, Zian Jang +3
Recent advancements in neural combinatorial optimization (NCO) methods have shown promising results in generating near-optimal solutions without the need for expert-crafted heurist…