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14 Results
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Poster
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Wed 14:00 |
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests Bohang Zhang · Guhao Feng · Yiheng Du · Di He · Liwei Wang |
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Poster
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Tue 14:00 |
Understanding Oversquashing in GNNs through the Lens of Effective Resistance Mitchell Black · Zhengchao Wan · Amir Nayyeri · Yusu Wang |
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Poster
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Thu 13:30 |
Towards Understanding and Reducing Graph Structural Noise for GNNs Mingze Dong · Yuval Kluger |
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Poster
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Tue 17:00 |
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks Cai Zhou · Xiyuan Wang · Muhan Zhang |
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Poster
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Thu 13:30 |
Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs Saro Passaro · Larry Zitnick |
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Poster
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Thu 13:30 |
Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs Lirong Wu · Haitao Lin · Yufei Huang · Stan Z Li |
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Workshop
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Neural Priority Queues for GNNs Rishabh Jain · Petar Veličković · Pietro Lió |
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Workshop
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Fri 14:10 |
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs Samantha Chen · Sunhyuk Lim · Facundo Memoli · Zhengchao Wan · Yusu Wang |
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Workshop
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Diffusion Generative Inverse Design Marin Vlastelica · Tatiana Lopez-Guevara · Kelsey Allen · Peter Battaglia · Arnaud Doucet · Kimberly Stachenfeld |
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Workshop
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Graphtester: Exploring Theoretical Boundaries of GNNs on Graph Datasets M. Eren Akbiyik · Florian Grötschla · Beni Egressy · Roger Wattenhofer |
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Workshop
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Fri 16:00 |
Graph Rewiring in GNNs Michael M. Bronstein |
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Workshop
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Rethinking Label Poisoning for GNNs: Pitfalls and Attacks Vijay Lingam · Mohammad Sadegh Akhondzadeh · Aleksandar Bojchevski |