| 2026 | AAAI | Knowledge-Enhanced Image Captioning with Adaptive Graph-based Multimodal Alignment and LLM. | Guoyi Li, Die Hu, Haozhe Li, Zhongjiang Yao, Wei Mi, Zongzhen Liu, Xiaodan Zhang, Honglei Lyu |
| 2025 | COLING | Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection. | Guoyi Li, Die Hu, Zongzhen Liu, Xiaodan Zhang, Honglei Lyu |
| 2025 | ICASSP | WebSurfer: Enhancing LLM Agents with Web-Wise Feedback for Web Navigation. | Die Hu, Jingguo Ge, Weitao Tang, Guoyi Li, Liangxiong Li, Bingzhen Wu |
| 2025 | ICASSP | Emotion-aware Structural Enhancement Graph Auto-Encoder for Rumor Detection. | Guoyi Li, Zhongjiang Yao, Die Hu, Yingrui Xu, Xiaodan Zhang, Honglei Lyu |
| 2024 | IJCNN | CRDA: Content Risk Drift Assessment of Large Language Models through Adversarial Multi-Agent Interaction. | Zongzhen Liu, Guoyi Li, Bingkang Shi, Xiaodan Zhang, Jingguo Ge, Yulei Wu, Honglei Lyu |
| 2024 | SMC | Finite-Time Multi-Parameter Smoothing Distributed Algorithm for Delayed Multi-Agent Systems Subject to Switching Topology. | Jiahao Leng, Qishui Zhong, Sheng Han, Guoyi Li, Gangming Zhang |
| 2024 | SMC | Multimodal Fake News Detection Based on Chain-of-Thought Prompting Large Language Models. | Yingrui Xu, Jingguo Ge, Guangxu Lyu, Guoyi Li, Hui Li |
| 2023 | EMNLP | Adversarial Text Generation by Search and Learning. | Guoyi Li, Bingkang Shi, Zongzhen Liu, Dehan Kong, Yulei Wu, Xiaodan Zhang, Longtao Huang, Honglei Lyu |
| 2022 | ICIP | Viewport-Oriented Panoramic Image Inpainting. | Zhuoyi Shang, Yanwei Liu, Guoyi Li, Yunjian Zhang, Jingbo Miao, Jinxia Liu, Liming Wang |