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Poster
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Tue 14:00
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Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
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Poster
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Wed 14:00
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[Re] Nondeterminism and Instability in Neural Network Optimization
Waqas Ahmed · Sheeba Samuel
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Poster
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[Re] Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction
Urša Zrimšek
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Poster
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Tue 9:00
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The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Konstantinos Pantazis · Avanti Athreya · Jesus Arroyo · William N Frost · Evan S Hill · Vince Lyzinski
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Poster
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Thu 14:00
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Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks
Minji Yoon · John Palowitch · Dustin Zelle · Ziniu Hu · Ruslan Salakhutdinov · Bryan Perozzi
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Expo Workshop
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Mon 12:00
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Impactful graph neural networks via DGL: A Tale of Research and Productization
Vassilis N. Ioannidis · Zak Jost
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