Qingni Shen

Venues

Frequent coauthors

Papers

1. FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning
   WWW 2026 ·

   Guochen Yan

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2. Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
   ICCV 2025 ·

   Shengfang Zhai

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3. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
   AAAI 2025 ·

   Guochen Yan

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4. LPDetective: Dusting the LLM Chats for Prompt Template Abusers
   IJCAI 2025 ·

   Yang Luo

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5. MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation
   IJCAI 2025 ·

   Yang Luo

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6. dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
   CVPR 2025 ·

   Luyuan Xie

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7. MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis
   MICCAI 2024 ·

   Luyuan Xie

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8. MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
   ICML 2024 ·

   Luyuan Xie

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9. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
   NeurIPS 2024 ·

   Shengfang Zhai

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10. pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
    MICCAI 2024 ·

    Luyuan Xie

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