ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning

Jianqing Liang; Zhiqiang Li; Xinkai Wei; Yuan Liu; Zhiqiang Wang

2025 ICML ICML 2025

ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning

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

Jianqing Liang, Zhiqiang Li, Xinkai Wei, Yuan Liu, Zhiqiang Wang

Topics

Machine Learning > Learning Types > Self-Supervised Learning Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

manifold learning closed-form solution graph contrastive learning gcn lightweight positive pairs weights

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