PPaperPicks

Zhenhong Zhou

18 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ACL ×8EMNLP ×5AAAI ×2ICLR ×1ICML ×1NeurIPS ×1

Frequent coauthors

Kun Wang
×8
Yuanhe Zhang
×7
Sen Su
×7
Liang Lin
×5
Li Sun
×4
Rongwu Xu
×4
Kaiwen Luo
×3
Yibo Zhang
×3
Shilinlu Yan
×3
Yang Liu
×3
Wei Zhang
×3
Junfeng Fang
×3

Papers

  1. Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models
    ACL 2026 ·
    Liang Lin
    ,
    Miao Yu
    ,
    Moayad Aloqaily
    , Zhenhong Zhou,
    Kun Wang
    ,
    Linsey Pang
    ,
    Prakhar Mehrotra
    ,
    Qingsong Wen
  2. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 · Zhenhong Zhou,
    Zherui Li
    ,
    Jie Zhang
    ,
    Yuanhe Zhang
    ,
    Kun Wang
    ,
    Yang Liu
    ,
    Qing Guo
  3. HearSay Benchmark: Do Audio LLMs Leak What They Hear?
    ACL 2026 ·
    Jin Wang
    ,
    Kaiwen Luo
    ,
    Liang Lin
    ,
    Weiliu Wang
    ,
    Yitian Chen
    ,
    Moayad Aloqaily
    ,
    Xuehai Tang
    , Zhenhong Zhou,
    Kun Wang
    ,
    Li Sun
    ,
    Qingsong Wen
  4. Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
    AAAI 2026 ·
    Liang Lin
    ,
    Miao Yu
    ,
    Kaiwen Luo
    ,
    Yibo Zhang
    ,
    Lilan Peng
    ,
    Dexian Wang
    ,
    Xuehai Tang
    ,
    Yuanhe Zhang
    ,
    Xikang Yang
    , Zhenhong Zhou,
    Kun Wang
    ,
    Yang Liu
  5. RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios
    ACL 2026 ·
    Yibo Zhang
    ,
    Kaiwen Luo
    ,
    Liang Lin
    ,
    Shilinlu Yan
    ,
    Jin Wang
    ,
    Yaoqi Guo
    ,
    Yitian Chen
    ,
    Yalan Qin
    , Zhenhong Zhou,
    Kun Wang
    ,
    Li Sun
  6. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
    ,
    Wenjie Wang
    ,
    Yue Huang
    ,
    Yanbo Wang
    , Zhenhong Zhou,
    Xiuying Chen
    ,
    Yang Liu
    ,
    Pin-Yu Chen
    ,
    Wei Wang
    ,
    Xiangliang Zhang
  7. SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models
    ACL 2026 ·
    Yuanhe Zhang
    ,
    Jiayu Tian
    ,
    Yibo Zhang
    ,
    Shilinlu Yan
    ,
    Liang Lin
    , Zhenhong Zhou,
    Li Sun
    ,
    Sen Su
  8. X-Router: Decoupling Knowledge and Reasoning for Cost-Effective LLM Inference
    ACL 2026 ·
    Zixuan Wang
    ,
    Yinze Ding
    ,
    Zihan Wang
    ,
    Jinyu Guo
    , Zhenhong Zhou,
    Junhao Dong
    ,
    Chaomeng Chen
  9. Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
    ACL 2025 ·
    Yuanhe Zhang
    , Zhenhong Zhou,
    Wei Zhang
    ,
    Xinyue Wang
    ,
    Xiaojun Jia
    ,
    Yang Liu
    ,
    Sen Su
  10. DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
    EMNLP 2025 ·
    Pengyu Zhu
    , Zhenhong Zhou,
    Yuanhe Zhang
    ,
    Shilinlu Yan
    ,
    Kun Wang
    ,
    Sen Su
  11. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    , Zhenhong Zhou,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Rongwu Xu
    ,
    Yuanhe Zhang
    ,
    Rui Wang
    ,
    Ge Zhang
    ,
    Xinfeng Li
    ,
    Li Sun
    ,
    Lingjuan Lyu
    ,
    Yang Liu
    ,
    Sen Su
  12. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 · Zhenhong Zhou,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    ,
    Kun Wang
    ,
    Yang Liu
    ,
    Junfeng Fang
    ,
    Yongbin Li
  13. PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models
    EMNLP 2025 ·
    Yuanhe Zhang
    ,
    Xinyue Wang
    ,
    Haoran Gao
    , Zhenhong Zhou,
    Fanyu Meng
    ,
    Yuyao Zhang
    ,
    Sen Su
  14. Reinforced Lifelong Editing for Language Models
    ICML 2025 ·
    Zherui Li
    ,
    Houcheng Jiang
    ,
    Hao Chen
    ,
    Baolong Bi
    , Zhenhong Zhou,
    Fei Sun
    ,
    Junfeng Fang
    ,
    Xiang Wang
  15. Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
    EMNLP 2024 ·
    Quan Liu
    , Zhenhong Zhou,
    Longzhu He
    ,
    Yi Liu
    ,
    Wei Zhang
    ,
    Sen Su
  16. Course-Correction: Safety Alignment Using Synthetic Preferences
    EMNLP 2024 ·
    Rongwu Xu
    ,
    Yishuo Cai
    , Zhenhong Zhou,
    Renjie Gu
    ,
    Haiqin Weng
    ,
    Liu Yan
    ,
    Tianwei Zhang
    ,
    Wei Xu
    ,
    Han Qiu
  17. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
    EMNLP 2024 · Zhenhong Zhou,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    ,
    Yongbin Li
  18. Quantifying and Analyzing Entity-Level Memorization in Large Language Models
    AAAI 2024 · Zhenhong Zhou,
    Jiuyang Xiang
    ,
    Chaomeng Chen
    ,
    Sen Su