Papers citing 'Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning'

Title
Graph Contrastive Learning versus Untrained Baselines: The Role of Dataset Size Smayan Khanna Doruk Efe Gökmen Risi Kondor Vincenzo Vitelli 108 0 0 01 Sep 2025
Node Embeddings via Neighbor Embeddings Jan Niklas Böhm Marius Keute Alica Guzmán Sebastian Damrich Andrew Draganov D. Kobak GNN 336 0 0 31 Mar 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 417 1 0 18 Feb 2025
Do spectral cues matter in contrast-based graph self-supervised learning? Xiangru Jian Xinjian Zhao Wei Pang Chaolong Ying Yimu Wang Yaoyao Xu Tianshu Yu SSL 132 1 0 30 May 2024
Perfect Alignment May be Poisonous to Graph Contrastive LearningInternational Conference on Machine Learning (ICML), 2023 Jingyu Liu Huayi Tang Yong Liu 217 4 0 06 Oct 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,642 0 17 Jun 2020
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 Kaveh Hassani Amir Hosein Khas Ahmadi SSL 696 1,559 0 10 Jun 2020