Multiple papers accepted to international conferences like AAAI-2022, ICCV-2021, CIKM-2021, SDM-2021, ICML-2020, etc.; served as a reviewer or PC member for several journals and conferences; holds multiple patents.
Research Experience
Currently a research scientist at Adobe Research; has mentored multiple PhD students for research internships.
Education
PhD from the Electrical & Computer Engineering Department at Iowa State University, advised by Prof. Ratnesh Kumar. The research focused on probabilistic methods for matrix completion.
Background
Research interests span different machine learning fields including statistical modeling, optimization, deep learning, and generative modeling, with applications in digital marketing, user behavior modeling, recommender systems, and computer vision such as image compression, video understanding, etc.
Miscellany
Continuously looking for outstanding and self-motivated PhD students for research internship positions; gave a keynote talk at KDD-2021 workshop; participated in the Industry Mentorship Program of UMass Amherst.