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Yihao Huang

20 papers at tracked venues · 20 at CORE A* · active 2024–2026

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Venues

AAAI ×3FSE ×2ICSE ×2NeurIPS ×2ACL ×1CCS ×1CVPR ×1ICCV ×1ICDE ×1ICLR ×1NDSS ×1SIGIR ×1SIGKDD ×1SIGMOD ×1USENIX Security ×1

Frequent coauthors

Yang Liu
×11
Xiaojun Jia
×8
Qing Guo
×4
Geguang Pu
×4
Ming Hu
×4
Tianlin Li
×4
Chong Wang
×3
Kangjie Chen
×3
Xinfeng Li
×3
Run Wang
×3
Lina Wang
×3
Felix Juefei-Xu
×3

Papers

  1. Casting a SPELL: Sentence Pairing Exploration for LLM Limitation-Breaking
    FSE 2026 ·
    Yifan Huang
    ,
    Xiaojun Jia
    ,
    Wenbo Guo
    ,
    Yuqiang Sun
    , Yihao Huang,
    Chong Wang
    ,
    Yang Liu
  2. MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
    AAAI 2026 ·
    Jingxuan Yu
    ,
    Ju Jia
    ,
    Simeng Qin
    ,
    Xiaojun Jia
    ,
    Siqi Ma
    , Yihao Huang,
    Yali Yuan
    ,
    Guang Cheng
  3. Red Teaming LLMs via Linguistic-Aware Fuzzing
    FSE 2026 ·
    Shuai Yuan
    ,
    Nian Luo
    ,
    Jingling Sun
    , Yihao Huang,
    Chengyu Zhang
  4. Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models
    NDSS 2026 ·
    Shiqian Zhao
    ,
    Chong Wang
    ,
    Yiming Li
    , Yihao Huang,
    Wenjie Qu
    ,
    Siew-Kei Lam
    ,
    Yi Xie
    ,
    Kangjie Chen
    ,
    Jie Zhang
    ,
    Tianwei Zhang
  5. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    NeurIPS 2025 ·
    Xiaojun Jia
    ,
    Sensen Gao
    ,
    Simeng Qin
    ,
    Tianyu Pang
    ,
    Chao Du
    , Yihao Huang,
    Xinfeng Li
    ,
    Yiming Li
    ,
    Bo Li
    ,
    Yang Liu
  6. Analogy-based Multi-Turn Jailbreak against Large Language Models
    NeurIPS 2025 ·
    Mengjie Wu
    , Yihao Huang,
    Zhenjun Lin
    ,
    Kangjie Chen
    ,
    Yuyang Zhang
    ,
    Yuhan Huang
    ,
    Run Wang
    ,
    Lina Wang
  7. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
    ACL 2025 · Yihao Huang,
    Chong Wang
    ,
    Xiaojun Jia
    ,
    Qing Guo
    ,
    Felix Juefei-Xu
    ,
    Jian Zhang
    ,
    Yang Liu
    ,
    Geguang Pu
  8. FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning
    CCS 2025 ·
    Yanxin Yang
    ,
    Ming Hu
    ,
    Xiaofei Xie
    ,
    Yue Cao
    ,
    Pengyu Zhang
    , Yihao Huang,
    Mingsong Chen
  9. Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
    ICCV 2025 ·
    Teng Ma
    ,
    Xiaojun Jia
    ,
    Ranjie Duan
    ,
    Xinfeng Li
    , Yihao Huang,
    Xiaoshuang Jia
    ,
    Zhixuan Chu
    ,
    Wenqi Ren
  10. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    ICLR 2025 ·
    Xiaojun Jia
    ,
    Tianyu Pang
    ,
    Chao Du
    , Yihao Huang,
    Jindong Gu
    ,
    Yang Liu
    ,
    Xiaochun Cao
    ,
    Min Lin
  11. PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage
    SIGIR 2025 ·
    Wenyi Zhang
    ,
    Ju Jia
    ,
    Xiaojun Jia
    , Yihao Huang,
    Xinfeng Li
    ,
    Cong Wu
    ,
    Lina Wang
  12. Perception-Guided Jailbreak Against Text-to-Image Models
    AAAI 2025 · Yihao Huang,
    Le Liang
    ,
    Tianlin Li
    ,
    Xiaojun Jia
    ,
    Run Wang
    ,
    Weikai Miao
    ,
    Geguang Pu
    ,
    Yang Liu
  13. USD: NSFW Content Detection for Text-to-Image Models via Scene Graph
    USENIX Security 2025 ·
    Yuyang Zhang
    ,
    Kangjie Chen
    ,
    Xudong Jiang
    ,
    Jiahui Wen
    ,
    Yihui Jin
    ,
    Ziyou Liang
    , Yihao Huang,
    Run Wang
    ,
    Lina Wang
  14. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
    ICSE 2025 ·
    Shide Zhou
    ,
    Tianlin Li
    ,
    Kailong Wang
    , Yihao Huang,
    Ling Shi
    ,
    Yang Liu
    ,
    Haoyu Wang
  15. Cosalpure: Learning Concept from Group Images for Robust Co-Saliency Detection
    CVPR 2024 ·
    Jiayi Zhu
    ,
    Qing Guo
    ,
    Felix Juefei-Xu
    , Yihao Huang,
    Yang Liu
    ,
    Geguang Pu
  16. FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
    ICDE 2024 ·
    Ming Hu
    ,
    Peiheng Zhou
    ,
    Zhihao Yue
    ,
    Zhiwei Ling
    , Yihao Huang,
    Anran Li
    ,
    Yang Liu
    ,
    Xiang Lian
    ,
    Mingsong Chen
  17. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    SIGMOD 2024 ·
    Anran Li
    ,
    Yuanyuan Chen
    ,
    Jian Zhang
    ,
    Mingfei Cheng
    , Yihao Huang,
    Yueming Wu
    ,
    Anh Tuan Luu
    ,
    Han Yu
  18. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
    ,
    Zhihao Yue
    ,
    Xiaofei Xie
    ,
    Cheng Chen
    , Yihao Huang,
    Xian Wei
    ,
    Xiang Lian
    ,
    Yang Liu
    ,
    Mingsong Chen
  19. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 · Yihao Huang,
    Felix Juefei-Xu
    ,
    Qing Guo
    ,
    Jie Zhang
    ,
    Yutong Wu
    ,
    Ming Hu
    ,
    Tianlin Li
    ,
    Geguang Pu
    ,
    Yang Liu
  20. RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness
    ICSE 2024 ·
    Tianlin Li
    ,
    Yue Cao
    ,
    Jian Zhang
    ,
    Shiqian Zhao
    , Yihao Huang,
    Aishan Liu
    ,
    Qing Guo
    ,
    Yang Liu