Liangshao Hou

My research interest lies in nonnegative matrix factorization, optimization on manifolds, continuous methods for optimization, and multi-stage stochastic optimization problems. Additionally, I am intrigued by computational optimization and its applications in addressing machine learning and data science challenges.