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Workshop
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Fri 9:35
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Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks
Mario Lino Valencia · Stathi Fotiadis · Anil Bharath · Chris Cantwell
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Poster
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Mon 10:30
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Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Morteza Ramezani · Weilin Cong · Mehrdad Mahdavi · Mahmut Kandemir · Anand Sivasubramaniam
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Poster
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Thu 18:30
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TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel
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Spotlight
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Thu 18:30
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TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel
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Poster
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Wed 2:30
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GRAND++: Graph Neural Diffusion with A Source Term
Matthew Thorpe · Tan M Nguyen · Hedi Xia · Thomas Strohmer · Andrea Bertozzi · Stanley J Osher · Bao Wang
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Poster
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Wed 18:30
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LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL
Wei Lu
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Spotlight
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Tue 10:30
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Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
Octavian Ganea · xinyuan huang · Charlotte Bunne · Yatao Bian · Regina Barzilay · Tommi Jaakkola · Andreas Krause
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Poster
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Thu 2:30
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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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Wed 2:30
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Neural Link Prediction with Walk Pooling
Liming Pan · Cheng Shi · Ivan Dokmanic
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Spotlight
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Tue 2:30
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Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks
Marten Lienen · Stephan Günnemann
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Poster
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Thu 2:30
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Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions
Nicholas Gao · Stephan Günnemann
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Poster
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Tue 10:30
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Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
Octavian Ganea · xinyuan huang · Charlotte Bunne · Yatao Bian · Regina Barzilay · Tommi Jaakkola · Andreas Krause
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