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Siyu Lou

Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs

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May 20, 2024
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Defining and Extracting generalizable interaction primitives from DNNs

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Jan 29, 2024
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Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression

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Jan 25, 2024
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Physics-constrained robust learning of open-form PDEs from limited and noisy data

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Sep 14, 2023
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HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation

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Apr 04, 2023
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Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts

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Feb 25, 2023
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Audio-text Retrieval in Context

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Mar 29, 2022
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