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584 Results
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Workshop
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ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks Yuelin Wang · Kai Yi · Xinliang Liu · Yuguang Wang · Shi Jin |
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Poster
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Wed 14:00 |
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel |
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Poster
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Thu 14:00 |
Graph Neural Networks are Dynamic Programmers Andrew J Dudzik · Petar Veličković |
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Poster
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Thu 9:00 |
How Powerful are K-hop Message Passing Graph Neural Networks Jiarui Feng · Yixin Chen · Fuhai Li · Anindya Sarkar · Muhan Zhang |
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Poster
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Tue 9:00 |
Redundancy-Free Message Passing for Graph Neural Networks Rongqin Chen · Shenghui Zhang · Leong Hou U · Ye Li |
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Poster
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Wed 14:00 |
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs Sohir Maskey · Ron Levie · Yunseok Lee · Gitta Kutyniok |
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Poster
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Wed 9:00 |
A Quantitative Geometric Approach to Neural-Network Smoothness Zi Wang · Gautam Prakriya · Somesh Jha |
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Workshop
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Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank Ariel Ramos Vela · Johannes Lutzeyer · Anastasios Giovanidis · Michalis Vazirgiannis |
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Workshop
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Improved Knowledge Distillation by Utilizing Backward Pass Knowledge in Neural Networks Aref Jafari · Mehdi Rezaghoizadeh · Ali Ghodsi |
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Poster
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OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs Yangze Zhou · Gitta Kutyniok · Bruno Ribeiro |
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Poster
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Wed 14:00 |
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi |
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Poster
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Tue 9:00 |
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks Yan Scholten · Jan Schuchardt · Simon Geisler · Aleksandar Bojchevski · Stephan Günnemann |