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585 Results
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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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Poster
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Wed 11:00 |
[Re] GNNInterpreter: A probabilistic generative model-level explanation for Graph Neural Networks Batu Helvacioglu · Ana Vasilcoiu · Thijs Stessen · Thies Kersten |
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Workshop
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Comparing Representations in Static and Dynamic Vision Models to the Human Brain Hamed Karimi · Stefano Anzellotti |
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Workshop
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Does Maximizing Neural Regression Scores Teach Us About The Brain? Rylan Schaeffer · Mikail Khona · Sarthak Chandra · Mitchell Ostrow · Brando Miranda · Sanmi Koyejo |
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Workshop
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Auxiliary objectives improve generalization performance but reduce model specification for low-data neuroimaging-based brain age prediction Donghyun Kim · Eloy Geenjaar · Vince Calhoun |
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Poster
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Wed 11:00 |
Microstructures and Accuracy of Graph Recall by Large Language Models Yanbang Wang · Hejie Cui · Jon Kleinberg |
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Poster
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Wed 16:30 |
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators Changze Lv · Dongqi Han · Yansen Wang · Xiaoqing Zheng · Xuanjing Huang · Dongsheng Li |
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Poster
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Wed 16:30 |
Semantic Routing via Autoregressive Modeling Eric Zhao · Pranjal Awasthi · Zhengdao Chen · Sreenivas Gollapudi · Daniel Delling |
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Poster
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Wed 16:30 |
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights Zhikai Chen · Haitao Mao · Jingzhe Liu · Yu Song · Bingheng Li · Wei Jin · Bahare Fatemi · Anton Tsitsulin · Bryan Perozzi · Hui Liu · Jiliang Tang |
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Poster
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Thu 16:30 |
GLBench: A Comprehensive Benchmark for Graph with Large Language Models Yuhan Li · Peisong Wang · Xiao Zhu · Aochuan Chen · Haiyun Jiang · Deng Cai · Wai Kin (Victor) Chan · Jia Li |
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Poster
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Wed 16:30 |
Physics-Constrained Comprehensive Optical Neural Networks Yanbing Liu · JIANWEI QIN · Yan Liu · Xi Yue · Xun Liu · Guoqing Wang · Tianyu Li · Ye · Wei Li |
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Poster
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Thu 11:00 |
GFT: Graph Foundation Model with Transferable Tree Vocabulary Zehong Wang · Zheyuan Zhang · Nitesh Chawla · Chuxu Zhang · Yanfang Ye |