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cs.LG2022
A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs
Ying Wang, Ye Yuan, Xin Luo
An undirected weighted graph (UWG) is frequently adopted to describe the interactions among a solo set of nodes from real applications, such as the user contact frequency from a so…
cs.LG2020
Differentiable Joint Pruning and Quantization for Hardware Efficiency
Ying Wang, Yadong Lu, Tijmen Blankevoort
We present a differentiable joint pruning and quantization (DJPQ) scheme. We frame neural network compression as a joint gradient-based optimization problem, trading off between mo…