Resource Optimization for Task-Oriented Generative Artificial Intelligence for Next-Generation Networks. - Xinqi Huang; Ruiyi Yin; Qingqi Pei; Shahid Mumtaz; Celimuge Wu (INFOCOM WKSHPS, 2025)

Deep Reinforcement Learning-Based Methods for Model Deployment in Edge Environments. - Xifei Song; Ruiyi Yin; Jie Feng 004; Xiaoteng Yang; Lei Liu 031; Celimuge Wu (INFOCOM WKSHPS, 2025)

An Efficient Diffusion Model-Based Federated Learning with Non-IID Data for 6G Networks. - Yufeng Xia; Ruiyi Yin; Jie Feng 004; Bodong Shang; Jing Lei; Qingqi Pei (INFOCOM WKSHPS, 2025)