Poster
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Tue 17:00
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MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West
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Workshop
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Learning Exponential Families from Truncated Samples
Jane Lee · Andre Wibisono · Manolis Zampetakis
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Poster
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Thu 16:30
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Disentangled Multiplex Graph Representation Learning
Yujie Mo · Yajie Lei · Jialie SHEN · Xiaoshuang Shi · Heng Tao Shen · Xiaofeng Zhu
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Workshop
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Data Banzhaf: A Robust Data Valuation Framework for Machine Learning
Jiachen Wang · Ruoxi Jia
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Workshop
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Predicting Properties of Amorphous Solids with Graph Network Potentials
Muratahan Aykol · Jennifer Wei · Simon Batzner · Amil Merchant · Ekin Dogus Cubuk
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Workshop
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DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell · Antonio Zippo · Luca Passamonti · Nicola Toschi · Pietro Lió
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Workshop
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The Future of Cyber Systems: Human-AI Reinforcement Learning with Adversarial Robustness
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Workshop
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DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell · Antonio Zippo · Luca Passamonti · Nicola Toschi · Pietro Lió
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Poster
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Tue 14:00
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Training-Free Neural Active Learning with Initialization-Robustness Guarantees
Apivich Hemachandra · Zhongxiang Dai · Jasraj Singh · See-Kiong Ng · Bryan Kian Hsiang Low
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Poster
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Tue 17:00
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Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Ezgi Korkmaz · Jonah Brown-Cohen
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Poster
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Wed 17:00
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Subequivariant Graph Reinforcement Learning in 3D Environments
Runfa Chen · Jiaqi Han · Fuchun Sun · Wenbing Huang
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Poster
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Wed 17:00
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Fisher Information Embedding for Node and Graph Learning
Dexiong Chen · Paolo Pellizzoni · Karsten Borgwardt
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