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Jiayu Zhou

Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs

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Oct 31, 2024
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Distributed In-Context Learning under Non-IID Among Clients

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Jul 31, 2024
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Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models

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May 26, 2024
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Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization

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May 23, 2024
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Towards Stability of Parameter-free Optimization

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May 07, 2024
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FedGreen: Carbon-aware Federated Learning with Model Size Adaptation

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Apr 23, 2024
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On the Generalization Ability of Unsupervised Pretraining

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Mar 11, 2024
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Stochastic Two Points Method for Deep Model Zeroth-order Optimization

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Feb 02, 2024
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Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning

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Dec 19, 2023
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User-Aware Prefix-Tuning is a Good Learner for Personalized Image Captioning

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Dec 08, 2023
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