Physical design algorithms operate within tightly coupled, multi-stage optimization flows, where stage-local gains may vanish or induce downstream degradation. Existing program-evolution frameworks often rely on stage-local objectives or undifferentiated multi-metric feedback, which neither guarantee better final resul...
Hai-Xu Liu, Leijun Zhou, Yuhao Ren et al.· 0 citations
AutoDRI combines a geometric semantic library, a standardized conflict-set encoding, a constructive multicolor-cut modeling method, and a feedback-driven multi-agent flow to bridge the semantic gap between natural-language design rules and executable CP-SAT constraints.
Yuhao Ren, Yucheng Wang, Zi-Hao Chen et al.· 1 citation
PACT is presented, a Post-route Agentic Checkpoint Tuning framework for Vivado design checkpoints (DCP), which represents post-route tuning as validation-gated transitions between accepted and candidate checkpoints.
Huan Lin, Kunlong Li, Ling-Li Wang et al.· 0 citations
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