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Wenke Huang's Projects

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NeurIPS23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy

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TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning

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IJCAI2023 - Federated Graph Semantic and Structural Learning

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Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.

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TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

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CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View

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ICML 2024 - Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning

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Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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