My research interest includes multimodal large language models and multimodal tasks.

🔥 News

2026.01: 🎉🎉 Our paper has been accepted for publication in IEEE Transactions on Multimedia.

📝 Publications

Guofan Liu, Yannan Sun, Qiang Liu, Xiaolong Zhang, Zhe Zhao, Junfei Wu, Shu Wu, Liang Wang. Mixture-of-Experts Multi-View Large Vision-Language Models for Multimodal Fake News Detection. IEEE Transactions on Multimedia (TMM, CCF-A), 2026.
Junfei Wu, Yue Ding, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan. SHARP: Steering Hallucination in LVLMs via Representation Engineering. Conference on Empirical Methods in Natural Language Processing (EMNLP, CCF-B), 2025.
Haitian Zhong, Yuhuan Liu, Ziyang Xu, Guofan Liu, Qiang Liu, Shu Wu, Zhe Zhao, Liang Wang, Tieniu Tan. REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing. Conference on Empirical Methods in Natural Language Processing (EMNLP, CCF-B), 2025.
Guofan Liu, Jinghao Zhang, Qiang Liu, Junfei Wu, Shu Wu, Liang Wang. Uni-Modal Event-Agnostic Knowledge Distillation for Multimodal Fake News Detection. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE, CCF-A), 2024.
Jinghao Zhang, Guofan Liu, Qiang Liu, Shu Wu, Liang Wang. Modality-Balanced Learning for Multimedia Recommendation. ACM International Conference on Multimedia (ACM MM, CCF-A), 2024.