PPaperPicks

Qingni Shen

12 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

IJCAI ×2MICCAI ×2USENIX Security ×2AAAI ×1CVPR ×1ICCV ×1ICML ×1NeurIPS ×1WWW ×1

Frequent coauthors

Zhonghai Wu
×10
Luyuan Xie
×6
Yuejian Fang
×6
Tianyu Luan
×4
Guochen Yan
×3
Manqing Lin
×3
Cong Li
×3
Junkai Liang
×2
Yansong Gao
×2
Pengfei Wu
×2
Shengfang Zhai
×2
Jiajun Li
×2

Papers

  1. FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning
    WWW 2026 ·
    Guochen Yan
    ,
    Luyuan Xie
    , Qingni Shen,
    Yuejian Fang
    ,
    Zhonghai Wu
  2. Achilles: A Formal Framework of Leaking Secrets from Signature Schemes via Rowhammer
    USENIX Security 2025 ·
    Junkai Liang
    ,
    Zhi Zhang
    ,
    Xin Zhang
    , Qingni Shen,
    Yansong Gao
    ,
    Xingliang Yuan
    ,
    Haiyang Xue
    ,
    Pengfei Wu
    ,
    Zhonghai Wu
  3. Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
    ICCV 2025 ·
    Shengfang Zhai
    ,
    Jiajun Li
    ,
    Yue Liu
    ,
    Huanran Chen
    ,
    Zhihua Tian
    ,
    Wenjie Qu
    , Qingni Shen,
    Ruoxi Jia
    ,
    Yinpeng Dong
    ,
    Jiaheng Zhang
  4. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
    AAAI 2025 ·
    Guochen Yan
    ,
    Luyuan Xie
    ,
    Xinyi Gao
    ,
    Wentao Zhang
    , Qingni Shen,
    Yuejian Fang
    ,
    Zhonghai Wu
  5. LPDetective: Dusting the LLM Chats for Prompt Template Abusers
    IJCAI 2025 ·
    Yang Luo
    , Qingni Shen,
    Zhonghai Wu
  6. MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation
    IJCAI 2025 ·
    Yang Luo
    , Qingni Shen,
    Zhonghai Wu
  7. SoK: Understanding zk-SNARKs: The Gap Between Research and Practice
    USENIX Security 2025 ·
    Junkai Liang
    ,
    Daqi Hu
    ,
    Pengfei Wu
    ,
    Yunbo Yang
    , Qingni Shen,
    Zhonghai Wu
  8. dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
    CVPR 2025 ·
    Luyuan Xie
    ,
    Tianyu Luan
    ,
    Wenyuan Cai
    ,
    Guochen Yan
    ,
    Zhaoyu Chen
    ,
    Nan Xi
    ,
    Yuejian Fang
    , Qingni Shen,
    Zhonghai Wu
    ,
    Junsong Yuan
  9. MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis
    MICCAI 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    ChenMing Xu
    ,
    Tianyu Luan
    ,
    Zhipeng Zeng
    ,
    Wenjun Qian
    ,
    Cong Li
    ,
    Yuejian Fang
    , Qingni Shen,
    Zhonghai Wu
  10. MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
    ICML 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    Tianyu Luan
    ,
    Cong Li
    ,
    Yuejian Fang
    , Qingni Shen,
    Zhonghai Wu
  11. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
    NeurIPS 2024 ·
    Shengfang Zhai
    ,
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Jiajun Li
    , Qingni Shen,
    Yansong Gao
    ,
    Hang Su
    ,
    Yang Liu
  12. pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
    MICCAI 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    Siyuan Liu
    ,
    ChenMing Xu
    ,
    Tianyu Luan
    ,
    Cong Li
    ,
    Yuejian Fang
    , Qingni Shen,
    Zhonghai Wu