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cs.LG2025
FuncGNN: Learning Functional Semantics of Logic Circuits with Graph Neural Networks
Qiyun Zhao
As integrated circuit scale grows and design complexity rises, effective circuit representation helps support logic synthesis, formal verification, and other automated processes in…
cs.LG2022
Deep Forest with Hashing Screening and Window Screening
Pengfei Ma, Youxi Wu, Yan Li +4
As a novel deep learning model, gcForest has been widely used in various applications. However, the current multi-grained scanning of gcForest produces many redundant feature vecto…