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2024 ICML ICML 2024

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

semantic information sparse graph equilibria sparsification principle gnn inference speedup graph sparse training topological integrity
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