Poster "node representation learning" Papers

6 papers found

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Automated Loss function Search for Class-imbalanced Node Classification

Xinyu Guo, KAI WU, Xiaoyu Zhang et al.

ICML 2024arXiv:2405.14133
2
citations

Cooperative Graph Neural Networks

Ben Finkelshtein, Xingyue Huang, Michael Bronstein et al.

ICML 2024arXiv:2310.01267
52
citations

Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs

MoonJeong Park, Jaeseung Heo, Dongwoo Kim

ICML 2024arXiv:2403.10543
6
citations

On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective

Jincheng Huang, Jialie SHEN, Xiaoshuang Shi et al.

ICML 2024

Perfect Alignment May be Poisonous to Graph Contrastive Learning

Jingyu Liu, Huayi Tang, Yong Liu

ICML 2024arXiv:2310.03977
4
citations

Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs

Langzhang Liang, Sunwoo Kim, Kijung Shin et al.

ICML 2024arXiv:2405.20652
13
citations