Ming Hu

Venues

Frequent coauthors

Papers

1. AdaFedRec: Adaptive Heterogeneous Federated Recommender Systems Across Multi-Device Users
   ICDE 2026 ·

   Zhenkai Li

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2. Two Heads Are Better Than One: Generalized Cross-Domain Federated Learning via Dual-Prototype
   SIGKDD 2026 ·

   Mingsheng Cao

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3. Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing
   SIGKDD 2025 ·

   Zhufeng Lu

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4. MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
   AAAI 2025 ·

   Zeke Xia

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5. Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset
   NeurIPS 2025 ·

   Jiahao Wu

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6. FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
   ICDE 2024 · Ming Hu
7. FedMut: Generalized Federated Learning via Stochastic Mutation
   AAAI 2024 · Ming Hu
8. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
   SIGKDD 2024 · Ming Hu
9. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
   AAAI 2024 ·

   Yihao Huang

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10. SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
    NeurIPS 2024 ·

    Yanxin Yang

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11. SoK: An Exhaustive Taxonomy of Display Issues for Mobile Applications
    IUI 2024 ·

    Liming Nie

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