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Linna Zhou

8 papers at tracked venues · 6 at CORE A* · active 2025–2026

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Venues

AAAI ×2ACL ×2CVPR ×1ECML-PKDD ×1EMNLP ×1SIGKDD ×1

Frequent coauthors

Zhongliang Yang
×7
Xuan Xu
×5
Beilin Chu
×4
Yu Li
×4
Qinhong Lin
×3
Kaibo Huang
×2
Yukun Wei
×2
Fufang Wen
×2
Jiaqi Liu
×2
Binjie Fei
×2
Jin Tan
×1
Wanling Li
×1

Papers

  1. AgentMark: Utility-Preserving Behavioral Watermarking for Agents
    ACL 2026 ·
    Kaibo Huang
    ,
    Jin Tan
    ,
    Yukun Wei
    ,
    Wanling Li
    ,
    Zipei Zhang
    ,
    Hui Tian
    ,
    Zhongliang Yang
    , Linna Zhou
  2. Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to LLM-Centered Topic Analysis
    ACL 2026 ·
    Xuan Xu
    ,
    Zhongliang Yang
    ,
    Haolun Li
    ,
    Rui Tian
    ,
    Beilin Chu
    ,
    Jia Song
    ,
    Yu Li
    ,
    Shaolin Tan
    , Linna Zhou
  3. Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents
    AAAI 2026 ·
    Kaibo Huang
    ,
    Yukun Wei
    ,
    Wansheng Wu
    ,
    Tianhua Zhang
    ,
    Zhongliang Yang
    , Linna Zhou
  4. FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
    CVPR 2025 ·
    Beilin Chu
    ,
    Xuan Xu
    ,
    Xin Wang
    ,
    Yufei Zhang
    ,
    Weike You
    , Linna Zhou
  5. FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models
    SIGKDD 2025 ·
    Xuan Xu
    ,
    Fufang Wen
    ,
    Beilin Chu
    ,
    Zhibing Fu
    ,
    Qinhong Lin
    ,
    Jiaqi Liu
    ,
    Binjie Fei
    ,
    Yu Li
    , Linna Zhou,
    Zhongliang Yang
  6. FinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage Retrieval
    ECML-PKDD 2025 ·
    Xuan Xu
    ,
    Beilin Chu
    ,
    Qinhong Lin
    ,
    Yixiao Zhong
    ,
    Fufang Wen
    ,
    Jiaqi Liu
    ,
    Binjie Fei
    ,
    Yu Li
    ,
    Zhongliang Yang
    , Linna Zhou
  7. STLC-KG: A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs
    AAAI 2025 ·
    Zhuang Wang
    , Linna Zhou,
    Xuekai Chen
    ,
    Zhili Zhou
    ,
    Zhongliang Yang
  8. Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models
    EMNLP 2025 ·
    Qinhong Lin
    ,
    Zhongliang Yang
    ,
    Yuang Cai
    ,
    Dingfu Yu
    ,
    Xuan Xu
    ,
    Yu Li
    , Linna Zhou