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Affinity Event
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Training-Free Approach of Convolutional Neural Networks with Astrocyte-Inspired Architectures
Ana Ribas-Rodriguez · Vanessa Aguiar-Pulido · Francisco Cedron
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Affinity Event
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Detecting and Approximating Redundant Computational Blocks in Neural Networks
Irene Cannistraci · Emanuele Rodolà · Bastian Rieck
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Affinity Event
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Multi-Modal Input Integration Using Convolutional Neural Networks to Predict CRISPRi Efficacy
Renee Napoliello · Lucas Ferns · Hongru Hu · Lacey Malina Walker · Gerald Quon
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Session
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Fri 10:00
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Overflow for Oral Session 5B: Graph Neural Networks, Causal Inference
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Affinity Event
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Embracing Queer and Crip Complexity in Machine Learning: Dirty Resilience and Sweaty AI
Gopinaath Kannabiran · Sacha Knox
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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 16:30
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Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
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Poster
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Thu 11:00
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Learning on Large Graphs using Intersecting Communities
Ben Finkelshtein · Ismail Ceylan · Michael Bronstein · Ron Levie
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Poster
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Fri 11:00
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PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
Hao Zhongkai · Jiachen Yao · Chang Su · Hang Su · Ziao Wang · Fanzhi Lu · Zeyu Xia · Yichi Zhang · Songming Liu · Lu Lu · Jun Zhu
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Affinity Event
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SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network
Sejuti Rahman · Swakshar Deb · Shafin Rahman
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Affinity Event
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GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
Celia Rubio-Madrigal · Adarsh Jamadandi · Rebekka Burkholz
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Poster
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Fri 11:00
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A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
Guy Bar-Shalom · Yam Eitan · Fabrizio Frasca · Haggai Maron
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