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Haizhao Yang

From Equations to Insights: Unraveling Symbolic Structures in PDEs with LLMs

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Mar 13, 2025
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Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors

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Mar 12, 2025
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Curse of Dimensionality in Neural Network Optimization

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Feb 07, 2025
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PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport

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Feb 06, 2025
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Towards Better Generalization: Weight Decay Induces Low-rank Bias for Neural Networks

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Oct 03, 2024
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Solving High-Dimensional Partial Integral Differential Equations: The Finite Expression Method

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Oct 01, 2024
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Accelerating Multi-Block Constrained Optimization Through Learning to Optimize

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Sep 25, 2024
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Optimal Neural Network Approximation for High-Dimensional Continuous Functions

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Sep 04, 2024
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Vertex Exchange Method for a Class of Quadratic Programming Problems

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Jul 03, 2024
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FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model

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Apr 23, 2024
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