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6 Results
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Poster
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Wed 9:00 |
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka |
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Poster
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Thu 14:00 |
Revisiting Heterophily For Graph Neural Networks Sitao Luan · Chenqing Hua · Qincheng Lu · Jiaqi Zhu · Mingde Zhao · Shuyuan Zhang · Xiao-Wen Chang · Doina Precup |
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Poster
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Thu 14:00 |
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs Cristian Bodnar · Francesco Di Giovanni · Benjamin Chamberlain · Pietro Lió · Michael Bronstein |
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Poster
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Thu 9:00 |
Simplified Graph Convolution with Heterophily Sudhanshu Chanpuriya · Cameron Musco |
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Workshop
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GLINKX: A Unified Framework for Large-scale Homophilous and Heterophilous Graphs Marios Papachristou · Rishab Goel · Frank Portman · Matthew Miller · Rong Jin |
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Workshop
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Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks Sitao Luan · Mingde Zhao · Chenqing Hua · Xiao-Wen Chang · Doina Precup |