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Yi Liu

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

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Venues

ACM MM ×2SIGKDD ×2WWW ×2AAAI ×1IJCAI ×1S&P ×1

Frequent coauthors

Cong Wang
×4
Xingliang Yuan
×3
Silong Chen
×2
Yuchuan Luo
×2
Guilin Deng
×2
Shaojing Fu
×2
Xiaohua Jia
×2
Yingjia Shang
×1
Huimin Wang
×1
Furong Li
×1
Wenfang Sun
×1
Chengyu Wu
×1

Papers

  1. Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation
    SIGKDD 2026 ·
    Yingjia Shang
    , Yi Liu,
    Huimin Wang
    ,
    Furong Li
    ,
    Wenfang Sun
    ,
    Chengyu Wu
    ,
    Yefeng Zheng
  2. Reconstructing Training Data from Adapter-based Federated Large Language Models
    WWW 2026 ·
    Silong Chen
    ,
    Yuchuan Luo
    ,
    Guilin Deng
    , Yi Liu,
    Ming Xu
    ,
    Shaojing Fu
    ,
    Xiaohua Jia
  3. Toward Efficient Membership Inference Attacks Against Federated Large Language Models: A Projection Residual Approach
    S&P 2026 ·
    Guilin Deng
    ,
    Silong Chen
    ,
    Yuchuan Luo
    , Yi Liu,
    Songlei Wang
    ,
    Zhiping Cai
    ,
    Lin Liu
    ,
    Xiaohua Jia
    ,
    Shaojing Fu
  4. CALM: Curiosity-Driven Auditing for Large Language Models
    AAAI 2025 ·
    Xiang Zheng
    ,
    Longxiang Wang
    , Yi Liu,
    Xingjun Ma
    ,
    Chao Shen
    ,
    Cong Wang
  5. FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities
    WWW 2025 · Yi Liu,
    Cong Wang
    ,
    Xingliang Yuan
  6. SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
    IJCAI 2025 ·
    Xicong Shen
    ,
    Yang Liu
    , Yi Liu,
    Peiran Wang
    ,
    Huiqi Liu
    ,
    Jue Hong
    ,
    Bing Duan
    ,
    Zirui Huang
    ,
    Yunlong Mao
    ,
    Ye Wu
    ,
    Sheng Zhong
  7. Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts
    ACM MM 2024 · Yi Liu,
    Chengjun Cai
    ,
    Xiaoli Zhang
    ,
    Xingliang Yuan
    ,
    Cong Wang
  8. BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning
    SIGKDD 2024 · Yi Liu,
    Cong Wang
    ,
    Xingliang Yuan
  9. SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization
    ACM MM 2024 ·
    Yingchun Wang
    ,
    Jingcai Guo
    ,
    Song Guo
    , Yi Liu,
    Jie Zhang
    ,
    Weizhan Zhang