| 2026 | AAAI | Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents. | Kaibo Huang, Yukun Wei, Wansheng Wu, Tianhua Zhang, Zhongliang Yang, Linna Zhou |
| 2026 | ACL | AgentMark: Utility-Preserving Behavioral Watermarking for Agents. | Kaibo Huang, Jin Tan, Yukun Wei, Wanling Li, Zipei Zhang, Hui Tian, Zhongliang Yang, Linna Zhou |
| 2026 | ACL | Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to LLM-Centered Topic Analysis. | Xuan Xu, Zhongliang Yang, Haolun Li, Rui Tian, Beilin Chu, Jia Song, Yu Li, Shaolin Tan, Linna Zhou |
| 2026 | KSEM | CEGNet: Constructing and Reasoning on Causal Event Knowledge Graphs for Multimodal Stock Movement Prediction. | Xinze Fan, Zhongliang Yang, Linna Zhou |
| 2025 | AAAI | STLC-KG: A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs. | Zhuang Wang, Linna Zhou, Xuekai Chen, Zhili Zhou, Zhongliang Yang |
| 2025 | CVPR | FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error. | Beilin Chu, Xuan Xu, Xin Wang, Yufei Zhang, Weike You, Linna Zhou |
| 2025 | EMNLP | Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models. | Qinhong Lin, Zhongliang Yang, Yuang Cai, Dingfu Yu, Xuan Xu, Yu Li, Linna Zhou |
| 2025 | ICASSP | Reduced Spatial Dependency for More General Video-level Deepfake Detection. | Beilin Chu, Xuan Xu, Yufei Zhang, Weike You, Linna Zhou |
| 2025 | ICASSP | DAEF-VS: An Efficient Universal VoIP Steganalysis Framework Based on Domain-Aware Knowledge. | Zhengyang Fang, Pengcheng Zhou, Zhongliang Yang, Zhili Zhou, Linna Zhou |
| 2025 | ICASSP | SECC-Stega: Generative Linguistic Steganographic Framework Based on Error Correcting Codes. | Yuzhe Guo, Zhongliang Yang, Zhuang Wang, Zhili Zhou, Linna Zhou |
| 2025 | ICASSP | SCF-Stega: Controllable Linguistic Steganography Based on Semantic Communications Framework. | Yilin Long, Zhongliang Yang, Zhuang Wang, Zhili Zhou, Yongfeng Huang, Linna Zhou |
| 2025 | ICASSP | TGCA: A Transformer GNN-based Approach with Cross-Attention Mechanism for Steganographic Text Detection in Social Networks. | Junkai Lu, Zhongliang Yang, Kaibo Huang, Zhuang Wang, Zhili Zhou, Linna Zhou |
| 2025 | ICASSP | KIKE: Linguistic Steganalysis Based on Knowledge Infusion and Knowledge Encoding. | Zhuang Wang, Xuekai Chen, Zhongliang Yang, Linna Zhou |
| 2025 | ICASSP | Dual-Population Watermark Vaccine: Efficient and Imperceptible Adversarial Attack for Watermarked Image Protection. | Zhili Zhou, Chunhui Zeng, Linna Zhou, Zhongliang Yang, Yujiang Li, Fei Peng, Yong Xie |
| 2025 | ICIP | Unlocking A New Paradigm In Robustness For Multi-Step Facial Forgery Detection. | Shutiao Luo, Weinan Guan, Linna Zhou, Jing Dong |
| 2025 | IJCNN | CreditARF: A Framework for Corporate Credit Rating with Annual Report and Financial Feature Integration. | Yumeng Shi, Zhongliang Yang, DiYang Lu, Yisi Wang, Yiting Zhou, Linna Zhou |
| 2025 | IJCNN | CoReGraph-CR: Credit Rating Method Based On the Corporate Feature Relationship Graph. | Bingqian Wen, Yisi Wang, Yiting Zhou, DiYang Lu, Zhongliang Yang, Linna Zhou |
| 2025 | IJCNN | Robust Uncertainty Quantification for Factual Generation of Large Language Models. | Yuhao Zhang, Zhongliang Yang, Linna Zhou |
| 2025 | IJCNN | Fine-Grained Visual Classification Method Based on Semantically Guided Key Region Localization. | Yueran Zhu, Yu Yang, Linna Zhou, Min Lei, Gang Wang |
| 2025 | KDD | FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models. | Xuan Xu, Fufang Wen, Beilin Chu, Zhibing Fu, Qinhong Lin, Jiaqi Liu, Binjie Fei, Yu Li, Linna Zhou, Zhongliang Yang |
| 2024 | SMC | PWPH: Proactive Deepfake Detection Method Based on Watermarking and Perceptual Hashing. | Jian Li, Shuanshuan Li, Bin Ma, Chunpeng Wang, Linna Zhou, Fei Wang, Yule Wang, Miaomiao Yang |
| 2023 | ICONIP | Efficient Chinese Relation Extraction with Multi-entity Dependency Tree Pruning and Path-Fusion. | Weichuan Xing, Weike You, Linna Zhou, Zhongliang Yang |
| 2023 | IWDW | Linguistic Steganalysis Based on Clustering and Ensemble Learning in Imbalanced Scenario. | Shengnan Guo, Xuekai Chen, Zhuang Wang, Zhongliang Yang, Linna Zhou |
| 2023 | IWDW | DNA Steganalysis Based on Multi-dimensional Feature Extraction and Fusion. | Zhuang Wang, Jinyi Xia, Kaibo Huang, Shengnan Guo, Chenwei Huang, Zhongliang Yang, Linna Zhou |
| 2023 | IWDW | Image Encryption Scheme Based on New 1D Chaotic System and Blockchain. | Yongjin Xian, Ruihe Ma, Pengyu Liu, Linna Zhou |
| 2023 | IWDW | VStego800K: Large-Scale Steganalysis Dataset for Streaming Voice. | Xuan Xu, Shengnan Guo, Zhengyang Fang, Pengcheng Zhou, Zhongliang Yang, Linna Zhou |
| 2021 | DASC | Reversible Data Hiding Based on Improved Block Selection Strategy and Pixel Value Ordering. | Xin Tang, Linna Zhou, Guang Tang, Yixuan Cheng |
| 2021 | IWDW | Improved Fluctuation Derived Block Selection Strategy in Pixel Value Ordering Based Reversible Data Hiding. | Xin Tang, Linna Zhou, Guang Tang, Yuchen Wen, Yixuan Cheng |
| 2020 | TrustCom | Reversible data hiding based on improved rhombus predictor and prediction error expansion. | Xin Tang, Linna Zhou, Dan Liu, Boyu Liu, Xinyi L |
| 2019 | IWDW | Information Hiding Based on Typing Errors. | Linna Zhou, Derui Liao |
| 2018 | TrustCom | Efficient Cross-User Deduplication of Encrypted Data Through Re-Encryption. | Xin Tang, Linna Zhou, Yongfeng Huang, Chin-Chen Chang |
| 2017 | IWDW | A Prediction Mode-Based Information Hiding Approach for H.264/AVC Videos Minimizing the Impacts on Rate-Distortion Optimization. | Yu Wang, Yun Cao, Xianfeng Zhao, Linna Zhou |
| 2017 | IWDW | Adaptive MP3 Steganography Using Equal Length Entropy Codes Substitution. | Kun Yang, Xiaowei Yi, Xianfeng Zhao, Linna Zhou |
| 2015 | IWDW | Self-Embedding Watermarking Scheme Based on MDS Codes. | Dongmei Niu, Hongxia Wang, Minquan Cheng, Linna Zhou |
| 2014 | ICPR | Binary Code Reranking Method Based on Bit Importance. | Haiyan Fu, Xiangwei Kong, Yanqing Guo, Xingang You, Linna Zhou |
| 2014 | IWDW | Efficient Reversible Data Hiding Based on Prefix Matching and Directed LSB Embedding. | Hanzhou Wu, Hongxia Wang, Yi Hu, Linna Zhou |
| 2013 | IWDW | Watermarking-Based Perceptual Hashing Search Over Encrypted Speech. | Hongxia Wang, Linna Zhou, Wei Zhang, Shuang Liu |
| 2005 | KES | A Secure Steganographic Scheme in Binary Image. | Yunbiao Guo, Daimao Lin, Xiamu Niu, Lan Hu, Linna Zhou |