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Spotlight
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Wed 2:30 |
On the Optimal Memorization Power of ReLU Neural Networks Gal Vardi · Gilad Yehudai · Ohad Shamir |
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Poster
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Thu 2:30 |
Learning to Extend Molecular Scaffolds with Structural Motifs Krzysztof Maziarz · Henry Jackson-Flux · Pashmina Cameron · Finton Sirockin · Nadine Schneider · Nikolaus Stiefl · Marwin Segler · Marc Brockschmidt |
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Poster
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Wed 10:30 |
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers Guodong Zhang · Aleksandar Botev · James Martens |
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Poster
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Tue 10:30 |
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien · Chao Pan · Jianhao Peng · Olgica Milenkovic |
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Poster
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Wed 18:30 |
Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation Yang Zhao · Hao Zhang |
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Workshop
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Message passing all the way up Petar Veličković |
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Poster
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Mon 18:30 |
Automated Self-Supervised Learning for Graphs Wei Jin · Xiaorui Liu · Xiangyu Zhao · Yao Ma · Neil Shah · Jiliang Tang |
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Poster
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Thu 2:30 |
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie · Xiang Fu · Octavian Ganea · Regina Barzilay · Tommi Jaakkola |
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Poster
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Tue 2:30 |
Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond Jonathan Godwin · Michael Schaarschmidt · Alexander Gaunt · Alvaro Sanchez Gonzalez · Yulia Rubanova · Petar Veličković · James Kirkpatrick · Peter Battaglia |
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Poster
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Mon 2:30 |
Deconstructing the Inductive Biases of Hamiltonian Neural Networks Nate Gruver · Marc A Finzi · Samuel Stanton · Andrew Wilson |
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Workshop
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EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction Hannes Stärk · Octavian Ganea · Lagnajit Pattanaik · Regina Barzilay · Tommi Jaakkola |
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Workshop
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Fri 7:35 |
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction Hannes Stärk · Octavian Ganea · Lagnajit Pattanaik · Regina Barzilay · Tommi Jaakkola |