Neural Network Pruning

Unifews: You Need Fewer Operations for Efficient Graph Neural Networks
Theoretical spectral bounds for GNN propagation and transformation sparsification.
Unifews: You Need Fewer Operations for Efficient Graph Neural Networks
Achieving Adversarial Robustness via Sparsity
Network pruning has been known to produce compact models without much accuracy degradation. However, how the pruning process affects a …
Ningyi Liao, Shufan Wang, Liyao Xiang, Nanyang Ye, Shuo Shao, Pengzhi Chu
Achieving Adversarial Robustness via Sparsity