1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
DE-HNN: An effective neural model for Circuit Netlist representation
Zhishang Luo, Truong Son Hy, Puoya Tabaghi +7
The run-time for optimization tools used in chip design has grown with the complexity of designs to the point where it can take several days to go through one design cycle which ha…
cs.LG2023
Universal Representation of Permutation-Invariant Functions on Vectors and Tensors
Puoya Tabaghi, Yusu Wang
A main object of our study is multiset functions -- that is, permutation-invariant functions over inputs of varying sizes. Deep Sets, proposed by \cite{zaheer2017deep}, provides a…