Ye Guanhua is a specially-appointed Associate Researcher and Master’s Supervisor at the School of Computer Science, Beijing University of Posts and Telecommunications (National Pilot Software Engineering School). He currently serves as a member of the Intelligent Services Committee of the Chinese Association for Artificial Intelligence. Ye has long been engaged in research areas such as artificial intelligence, decentralized machine learning, and complex big data analysis. He obtained his Ph.D. from the University of Queensland, Australia. Ye has published over twenty papers in top international conferences and journals, including SIGKDD, SIGIR, WWW, ICDE, TOIS, CIKM, JBHI, and Information Sciences, with more than ten as the first author or corresponding author. His work has been recognized with several awards, including the 2024 CIKM Best Student Full Paper Award, the 2024 10th China Intelligent Technology and Big Data Conference Outstanding Paper Award, and the 2023 3rd Intelligent and Management Academic Conference Outstanding Paper Award.