Contrastive Learning as Homophilic Graph Structure Learning

Pavel Procházka, Michal Mares, Lukás Bajer. Contrastive Learning as Homophilic Graph Structure Learning. In Irena Koprinska, João Mendes-Moreira 0001, Paula Branco, editors, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Revised Selected Papers, Part III. Volume 2841 of Communications in Computer and Information Science, pages 561-575, Springer, 2025. [doi]

Abstract

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