Ningyi Liao
Ningyi Liao
Home
Publications
Talks
Awards
Experience
Neural Network Pruning
Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network
Graph Neural Networks (GNNs) have shown promising performance in various graph learning tasks, but at the cost of resource-intensive …
Ningyi Liao
,
Zihao Yu
,
Siqiang Luo
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
Cite
×