Zhengmian Hu is a researcher at Adobe Research. He received his Ph.D. in Computer Science from the University of Maryland, College Park, where he was advised by Professor Heng Huang. His research interests include optimization, deep learning theory, and probabilistic methods in machine learning. His work has been published at top machine learning venues such as ICML, NeurIPS, and ICLR.