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Workshop
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AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling
Siddhant Dutta · Nouhaila Innan · Sadok Ben Yahia · Muhammad Shafique
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Poster
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Thu 16:30
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Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
Hanyang Yuan · Jiarong Xu · Renhong Huang · Mingli Song · Chunping Wang · YANG YANG
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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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Workshop
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Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction
Zesheng Liu · Maryam Rahnemoonfar
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Workshop
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Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction
Zesheng Liu · Maryam Rahnemoonfar
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Poster
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Wed 16:30
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4-bit Shampoo for Memory-Efficient Network Training
Sike Wang · Pan Zhou · Jia Li · Hua Huang
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Workshop
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Efficient Probabilistic Modeling of Crystallization at Mesoscopic Scale
Pol Timmer · Koen Minartz · Vlado Menkovski
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Poster
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Wed 11:00
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Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
Tian Qiu · Chenchao Gao · Zunlei Feng · Jie Lei · Bingde Hu · Xingen Wang · Yi Gao · Mingli Song
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Workshop
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Sat 15:45
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Fast yet Safe: Early-Exiting with Risk Control
Metod Jazbec · Alexander Timans · Tin Hadži Veljković · Kaspar Sakmann · Dan Zhang · Christian Andersson Naesseth · Eric Nalisnick
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Poster
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Wed 16:30
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BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
Changwoo Lee · Soo Min Kwon · Qing Qu · Hun-Seok Kim
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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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Fri 11:00
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An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
Dong Li · Aijia Zhang · Junqi Gao · Biqing Qi
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