Dr. Fan Lin is an Associate Professor and Ph.D. supervisor at the School of Informatics, Xiamen University, and a Senior Member of IEEE. His research interests include reinforcement learning, recommender systems, and generative models. In recent years, he has focused on advancing the applications of generative models, with contributions to time series forecasting, digital human modeling, reinforcement learning with human feedback (RLHF) in education, and interdisciplinary studies in financial technology. Dr. Lin has published more than 40 papers in prestigious international journals and conferences, such as IEEE Transactions on Neural Networks and Learning Systems, Pattern Recognition, ECAI, ICDM, and CIKM.