When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations

Chunhui Zhang, Chao Huang, Yijun Tian 0001, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye 0001, Chuxu Zhang. When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 41133-41150, PMLR, 2023. [doi]

Abstract

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