| 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 | AAAI | A Content-Preserving Secure Linguistic Steganography. | Lingyun Xiang, Chengfu Ou, Xu He, Zhongliang Yang, Yuling Liu |
| 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 | 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 | 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 | 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 | 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 |
| 2023 | EMNLP | ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue. | Haoqin Tu, Yitong Li, Fei Mi, Zhongliang Yang |
| 2023 | ICASSP | LINK: Linguistic Steganalysis Framework with External Knowledge. | Jinshuai Yang, Zhongliang Yang, Xinrui Ge, Jiajun Zou, Yue Gao, Yongfeng Huang |
| 2023 | ICONIP | CATS: Connection-Aware and Interaction-Based Text Steganalysis in Social Networks. | Kaiyi Pang, Jinshuai Yang, Yue Gao, Minhao Bai, Zhongliang Yang, Minghu Jiang, Yongfeng Huang |
| 2023 | ICONIP | Hi-Stega: A Hierarchical Linguistic Steganography Framework Combining Retrieval and Generation. | Huili Wang, Zhongliang Yang, Jinshuai Yang, Yue Gao, Yongfeng Huang |
| 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 | VStego800K: Large-Scale Steganalysis Dataset for Streaming Voice. | Xuan Xu, Shengnan Guo, Zhengyang Fang, Pengcheng Zhou, Zhongliang Yang, Linna Zhou |
| 2021 | ACL | Provably Secure Generative Linguistic Steganography. | Si-yu Zhang, Zhongliang Yang, Jinshuai Yang, Yongfeng Huang |
| 2021 | ICIG | Ts-Unet: A Temporal Smoothed Unet for Video Anomaly Detection. | Zhiguo Wang, Zhongliang Yang, Yujin Zhang, Nan Su, Guijin Wang |
| 2020 | ICASSP | FCEM: A Novel Fast Correlation Extract Model For Real Time Steganalysis Of VoIP Stream Via Multi-Head Attention. | Hao Yang, Zhongliang Yang, YongJian Bao, Sheng Liu, Yongfeng Huang |
| 2020 | IWDW | Improving Text-Image Matching with Adversarial Learning and Circle Loss for Multi-modal Steganography. | Yuting Hu, Han Cao, Zhongliang Yang, Yongfeng Huang |
| 2020 | IWDW | Multi-modal Steganography Based on Semantic Relevancy. | Yuting Hu, Zhongliang Yang, Han Cao, Yongfeng Huang |
| 2020 | IWDW | High-Performance Linguistic Steganalysis, Capacity Estimation and Steganographic Positioning. | Jiajun Zou, Zhongliang Yang, Si-yu Zhang, Sadaqat ur Rehman, Yongfeng Huang |
| 2019 | ICICS | Hierarchical Representation Network for Steganalysis of QIM Steganography in Low-Bit-Rate Speech Signals. | Hao Yang, Zhongliang Yang, Yongjian Bao, Yongfeng Huang |
| 2019 | IWDW | Behavioral Security in Covert Communication Systems. | Zhongliang Yang, Yuting Hu, Yongfeng Huang, Yujin Zhang |
| 2019 | IWDW | GAN-TStega: Text Steganography Based on Generative Adversarial Networks. | Zhongliang Yang, Nan Wei, Qinghe Liu, Yongfeng Huang, Yujin Zhang |
| 2019 | IWDW | IStego100K: Large-Scale Image Steganalysis Dataset. | Zhongliang Yang, Ke Wang, Sai Ma, Yongfeng Huang, Xiangui Kang, Xianfeng Zhao |
| 2017 | ICIG | Image Captioning with Object Detection and Localization. | Zhongliang Yang, Yu-Jin Zhang, Sadaqat ur Rehman, Yongfeng Huang |
| 2017 | SecureComm | A Sudoku Matrix-Based Method of Pitch Period Steganography in Low-Rate Speech Coding. | Zhongliang Yang, Xueshun Peng, Yongfeng Huang |