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Affinity Event
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Graph Neural Network-Enhanced Multi-Task Learning for Menstrual Disorder Prediction Using Multi-Omics Data
Comfort Adesina
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Workshop
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Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems
Jiachen Guo · Chanwook Park · Xiaoyu Xie · Zhongsheng Sang · Gregory J. Wagner · Kam Liu
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Workshop
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Convergence Guarantees for Neural Network-Based Hamilton–Jacobi Reachability
William Hofgard
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Affinity Event
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Integrating Graph Neural Networks and Enhanced Sampling for Cryptic Pocket Discovery
Bodhi Vani
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Workshop
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Generative Neural Reparameterization for Differentiable PDE-Constrained Optimization
Archis Joglekar
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Workshop
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Workshop Submission: Towards Making Untrainable Networks Trainable
Vighnesh Subramaniam · Tomaso Poggio · Boris Katz · Brian Cheung · Andrei Barbu
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Poster
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Fri 11:00
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Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
Eszter Szekely · Lorenzo Bardone · Federica Gerace · Sebastian Goldt
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Poster
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Wed 16:30
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HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
Yancheng Zhang · Mengxin Zheng · Yuzhang Shang · Xun Chen · Qian Lou
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Poster
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Thu 11:00
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Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Romit Maulik · Rao Kotamarthi · Ian Foster · Sandeep Madireddy · Aditya Grover
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Poster
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Wed 11:00
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[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Helia Ghasemi · Christina Isaicu · Jesse Wonnink · Andreas Berentzen
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Affinity Event
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Multi-Genera Classification of Mosquitoes Using Convolutional Neural Networks on Wingbeat Acoustics
Rose-Mary Owusuaa Mensah Gyening · Nutifafa Agbenor-Efunam · Alice Lakyiere · Edmund Ilimoan Yamba · Kingsley Badu
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Poster
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Thu 11:00
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Graph Coarsening with Message-Passing Guarantees
Antonin Joly · Nicolas Keriven
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