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469 Results
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Poster
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Wed 11:00 |
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks Arjun Subramonian · Jian Kang · Yizhou Sun |
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Poster
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Thu 11:00 |
Deep Equilibrium Algorithmic Reasoning Dobrik Georgiev · Joseph Wilson · Davide Buffelli · Pietro Lió |
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Workshop
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FluxGAT: Integrating Flux Sampling with Graph Neural Networks for Unbiased Gene Essentiality Classification Kieren Sharma · Zahraa Abdallah · Lucia Marucci |
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Poster
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Fri 16:30 |
Dynamic Rescaling for Training GNNs Nimrah Mustafa · Rebekka Burkholz |
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Poster
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Wed 11:00 |
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function Krishna Sri Ipsit Mantri · Xinzhi Wang · Carola-Bibiane Schönlieb · Bruno Ribeiro · Beatrice Bevilacqua · Moshe Eliasof |
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Poster
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Thu 11:00 |
Energy-based Epistemic Uncertainty for Graph Neural Networks Dominik Fuchsgruber · Tom Wollschläger · Stephan Günnemann |
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Workshop
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GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking Yiliang Yuan · Mustafa Misir |
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Poster
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Thu 11:00 |
Deep Graph Mating Yongcheng Jing · Seok-Hee Hong · Dacheng Tao |
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Poster
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Wed 11:00 |
Graph Neural Networks Do Not Always Oversmooth Bastian Epping · Alexandre René · Moritz Helias · Michael T Schaub |
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Poster
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Wed 16:30 |
SpeAr: A Spectral Approach for Zero-Shot Node Classification Ting Guo · Da Wang · Jiye Liang · Kaihan Zhang · Jianchao Zeng |
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Poster
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Thu 16:30 |
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification Yuankai Luo · Lei Shi · Xiao-Ming Wu |
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Workshop
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Accumulated Local Effects for Link Prediction with Graph Neural Networks Paulina Kaczyńska · Julian Sienkiewicz · Dominik Slezak |