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Lixin Fan

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models

Jun 04, 2024
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FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation

Jun 03, 2024
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No Free Lunch Theorem for Privacy-Preserving LLM Inference

May 31, 2024
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Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity

May 29, 2024
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Unlearning during Learning: An Efficient Federated Machine Unlearning Method

May 24, 2024
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Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data

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May 23, 2024
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A Survey on Contribution Evaluation in Vertical Federated Learning

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May 03, 2024
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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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Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning

Apr 06, 2024
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FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning

Feb 26, 2024
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