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347 Results
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Poster
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Wed 15:00 |
Provable Training for Graph Contrastive Learning Yue Yu · Xiao Wang · Mengmei Zhang · Nian Liu · Chuan Shi |
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Poster
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Wed 15:00 |
Simple and Asymmetric Graph Contrastive Learning without Augmentations Teng Xiao · Huaisheng Zhu · Zhengyu Chen · Suhang Wang |
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Poster
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Wed 8:45 |
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning Xiaojun Guo · Yifei Wang · Zeming Wei · Yisen Wang |
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Poster
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Thu 8:45 |
Certifiably Robust Graph Contrastive Learning Minhua Lin · Teng Xiao · Enyan Dai · Xiang Zhang · Suhang Wang |
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Workshop
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MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification Xiao Yue · Bo Liu · Andrew Meng · Guangzhi Qu |
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Poster
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Wed 15:00 |
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning Yiyou Sun · Zhenmei Shi · Yixuan Li |
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Poster
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Tue 8:45 |
Large sample spectral analysis of graph-based multi-manifold clustering Nicolas Garcia Trillos · Pengfei He · Chenghui Li |
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Poster
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Tue 15:15 |
Graph Contrastive Learning with Stable and Scalable Spectral Encoding Deyu Bo · Yuan Fang · Yang Liu · Chuan Shi |
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Workshop
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Its All Graph To Me: Single-Model Graph Representation Learning on Multiple Domains Alex O. Davies · Riku Green · Nirav Ajmeri · Telmo Silva Filho |
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Workshop
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Size Matters: Large Graph Generation with HiGGs Alex O. Davies · Nirav Ajmeri · Telmo Silva Filho |
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Poster
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Wed 15:00 |
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations Haoran Yang · Xiangyu Zhao · Yicong Li · Hongxu Chen · Guandong Xu |
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Poster
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Wed 15:00 |
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations Qitian Wu · Wentao Zhao · Chenxiao Yang · Hengrui Zhang · Fan Nie · Haitian Jiang · Yatao Bian · Junchi Yan |