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Noseong Park

MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data

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Oct 09, 2024
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FastLRNR and Sparse Physics Informed Backpropagation

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Oct 05, 2024
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Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP

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Sep 13, 2024
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Parameterized Physics-informed Neural Networks for Parameterized PDEs

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Aug 18, 2024
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MimiQ: Low-Bit Data-Free Quantization of Vision Transformers

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Jul 29, 2024
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Graph Signal Processing for Cross-Domain Recommendation

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Jul 17, 2024
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Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization

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Jun 29, 2024
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DataFreeShield: Defending Adversarial Attacks without Training Data

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Jun 21, 2024
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PANDA: Expanded Width-Aware Message Passing Beyond Rewiring

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Jun 06, 2024
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Efficiently Parameterized Neural Metriplectic Systems

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May 28, 2024
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