Yong Liu

I am Yong Liu, and I am presently serving as a Tenure-Track Associate Professor in the Gaoling School of Artificial Intelligence (GSAI) at Renmin University of China (RUC). My research interest lies in the learning theory of machine learning, with a particular emphasis on generalization analysis in complex scenarios, including areas such as non-convex stochastic optimization, large-scale machine learning methods, and non-independent and identical distribution. In these research directions, I have published over 50 papers as the first or corresponding author in top-tier journals and conferences in machine learning, including but not limited to TIT, JMLR, TPAMI, Artificial Intelligence, ICML, NeurIPS, ICLR. My work has garnered significant attention within the research community. I have been awarded as the “Outstanding Scholar” award of Renmin University of China, Youth Innovation Promotion Association of CAS, etc. Currently, there are a couple of projects I plan to continue and grow with the support of GSAI, including theoretical analysis of non-convex stochastic optimization, graph neural network, and large language model.