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526 Results
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Workshop
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Fri 14:40 |
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations Vaibhav Bihani · UTKARSH PRATIUSH · Sajid Mannan · Tao Du · Zhimin Chen · Santiago Miret · Matthieu Micoulaut · Morten Smedskjaer · Sayan Ranu · N M Anoop Krishnan |
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Workshop
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A Deep Learning Blueprint for Relational Databases Lukáš Zahradník · Jan Neumann · Gustav Šír |
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Workshop
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MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network Akihiro Kishimoto · Hiroshi Kajino · Hirose Masataka · Junta Fuchiwaki · Indra Priyadarsini S · Lisa Hamada · Hajime Shinohara · Daiju Nakano · Seiji Takeda |
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Workshop
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Accelerated Modelling of Interfaces for Electronic Devices using Graph Neural Networks Pratik Brahma · Krishnakumar Bhattaram · Sayeef Salahuddin |
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Poster
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Thu 8:45 |
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy Qiyao Huang · Yingyue Zhang · Zhihong Zhang · Edwin Hancock |
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Workshop
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Fri 9:10 |
Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra Kiyou Shibata · Teruyasu Mizoguchi |
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Poster
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Thu 8:45 |
Saddle-to-Saddle Dynamics in Diagonal Linear Networks Scott Pesme · Nicolas Flammarion |
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Poster
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Tue 8:45 |
(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability Mathieu Even · Scott Pesme · Suriya Gunasekar · Nicolas Flammarion |
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Poster
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Thu 15:00 |
Learning a Neuron by a Shallow ReLU Network: Dynamics and Implicit Bias for Correlated Inputs Dmitry Chistikov · Matthias Englert · Ranko Lazic |
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Poster
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Wed 15:00 |
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks Tolga Ergen · Mert Pilanci |