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Affinity Workshop
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Mon 5:15
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DynaGraph: Dynamic Contrastive Graph for Interpretable Multi-label Prediction using Time-Series EHR Data
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Oral
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Tue 1:45
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EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
yang zhang · Zhewei Wei · Ye Yuan · Chongxuan Li · Wenbing Huang
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Poster
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Tue 2:30
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EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
yang zhang · Zhewei Wei · Ye Yuan · Chongxuan Li · Wenbing Huang
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Poster
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Thu 4:30
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Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
Arjun Subramonian · Levent Sagun · Yizhou Sun
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Workshop
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Decoding Chemical Predictions: Group Contribution Methods for XAI
Gabriel Cathoud · Vignesh Ram Somnath · Luis Macedo · Kjell Jorner
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Workshop
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A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation
Veronica Lachi · Francesco Ferrini · Antonio Longa · Bruno Lepri · Andrea Passerini
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Poster
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Wed 2:30
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Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
Haoyu Li · Shichang Zhang · Longwen Tang · Mathieu Bauchy · Yizhou Sun
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Workshop
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DynaGraph: Dynamic Contrastive Graph for Interpretable Multi-label Prediction using Time-Series EHR Data
Munib Mesinovic · Soheila Molaei · Peter Watkinson · Tingting Zhu
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Workshop
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Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction
Fatemeh Nassajian Mojarrad · Lorenzo Bini · Thomas Matthes · Stephane Marchand-Maillet
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Workshop
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Predicting dark matter halo masses from simulated galaxy images and environments
Austin Larson · John F. Wu · Craig Jones
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Workshop
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AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction
ChuNan Liu · Lilian Denzler · Yihong Chen · Brooks Paige · Andrew Martin
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Workshop
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A framework for differentiable Supervised Graph Prediction
Paul KRZAKALA · Junjie Yang · Rémi Flamary · Florence d'Alché-Buc · Charlotte Laclau · Matthieu Labeau
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