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Workshop
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Modeling Hierarchical Topological Structure in Scientific Images with Graph Neural Networks
Samuel Leventhal · Attila Gyulassy · Valerio Pascucci · Mark Heimann
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Poster
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Thu 9:00
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Not too little, not too much: a theoretical analysis of graph (over)smoothing
Nicolas Keriven
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Poster
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Wed 14:00
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Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
Sohir Maskey · Ron Levie · Yunseok Lee · Gitta Kutyniok
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Workshop
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Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Masanobu Horie · NAOTO MITSUME
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Poster
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Tue 14:00
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GOOD: A Graph Out-of-Distribution Benchmark
Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji
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Poster
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Tue 14:00
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Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Masanobu Horie · NAOTO MITSUME
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Poster
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Wed 9:00
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coVariance Neural Networks
Saurabh Sihag · Gonzalo Mateos · Corey McMillan · Alejandro Ribeiro
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Poster
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Tue 9:00
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AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
Daniele Zambon · Cesare Alippi
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Workshop
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Towards dynamical stability analysis of sustainable power grids using Graph Neural Networks
Christian Nauck · Michael Lindner · Ulrich Schürholt · Frank Hellmann
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Poster
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Wed 9:00
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PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
Yasmin Salehi · Dennis Giannacopoulos
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Workshop
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TTERGM: Social Theory-Driven network simula
Yifan Huang · Clayton Barham · Eric Page · Pamela K Douglas
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Poster
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Tue 9:00
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Root Cause Analysis of Failures in Microservices through Causal Discovery
Azam Ikram · Sarthak Chakraborty · Subrata Mitra · Shiv Saini · Saurabh Bagchi · Murat Kocaoglu
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