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Xiaoxiao Li

FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models

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Jul 01, 2024
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CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning

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Jun 09, 2024
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Federated Model Heterogeneous Matryoshka Representation Learning

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Jun 01, 2024
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FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler

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May 24, 2024
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Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors

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May 19, 2024
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Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning

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May 09, 2024
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Advances and Open Challenges in Federated Learning with Foundation Models

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Apr 29, 2024
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pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning

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Apr 27, 2024
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Intelligent Agents for Auction-based Federated Learning: A Survey

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Apr 20, 2024
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Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

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Apr 02, 2024
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