61 citations · 79 across the 6 of their papers we have counts for
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cs.LG2023★ 3 cited
Neural Network Pruning by Gradient Descent
Zhang Zhang, Ruyi Tao, Jiang Zhang
The rapid increase in the parameters of deep learning models has led to significant costs, challenging computational efficiency and model interpretability. In this paper, we introd…
cs.LG2022★ 1 cited
Completing Networks by Learning Local Connection Patterns
Zhang Zhang, Ruyi Tao, Yongzai Tao +2
Network completion is a harder problem than link prediction because it does not only try to infer missing links but also nodes. Different methods have been proposed to solve this p…
cs.LG2020★ 4 cited
Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network
Mengyuan Chen, Jiang Zhang, Zhang Zhang +4
Network structures in various backgrounds play important roles in social, technological, and biological systems. However, the observable network structures in real cases are often…