About me and the research group
Research interests: Scientific exploration and application demonstrations in the fields of artificial intelligence and big data, including embodied intelligence, large language models and multi-agent systems, multimodal learning, affective computing, computer vision, applied statistics, machine learning, and pattern recognition.
Latest Publications
RWKV4Rec: RWKV-Based Personalized Sequential Recommendation Model
Mengwei Yuan, Linkai Wan, Zengmin Xu, Ziyuan Xu, Weijian Ruan
ACM Transactions on Knowledge Discovery from Data (2026)
(SCI, CCF B)
LearnIR: Learnable Posterior Sampling for Real-World Image Restoration
Yihang Bao, Zhen Huang, Shanyan Guan, Songlin Yang, Yanhao Ge, Wei Li, Bukun Huang, Zengmin Xu
International Conference on Learning Representations (2026)
(EI, CCF A)
LLM-guided graph neural coordination framework for cooperative multi-agent reinforcement learning
Zihao Kuang, Zengmin Xu, Linkai Wan, Chunjiong Zhang
Complex & Intelligent Systems (2026)
(SCI, CAAI C)
Enhanced fire detection in new dataset: a fine-grained and multiscale-optimized architecture
Zhengjie Wang, Zengmin Xu
Journal of Electronic Imaging (2026)
(SCI, CAAI C)
Semisupervised Action Recognition with Adaptive Correlation Learning
Fan Wang, Zengmin Xu, Jiakun Chen, Ruimin Hu
International Journal of Machine Learning and Cybernetics (2024)
(SCI, CAAI C)