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Yuanqin He

FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom

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Apr 18, 2024
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A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models

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Oct 24, 2023
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Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning

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May 09, 2023
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Vertical Federated Learning

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Nov 24, 2022
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A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning

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Sep 09, 2022
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A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning

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Aug 18, 2022
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Defending Label Inference and Backdoor Attacks in Vertical Federated Learning

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Dec 10, 2021
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FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

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Nov 16, 2021
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Self-supervised Cross-silo Federated Neural Architecture Search

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Feb 18, 2021
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