Mingwei Sun
Ph.D. Candidate in Information Systems
Expected Graduation Date: May 2024
Office Address
3330L Van Munching Hall
University of Maryland
College Park, MD 20742
Biography
I'm a sixth-year Ph.D. candidate in Information Systems at the University of Maryland, Robert H. Smith School of Business. My advisor is Kunpeng Zhang. My research focuses on developing and applying deep learning methods to infer consumer behavior and make better business decisions from unstructured data. I'm especially interested in computer vision and multimodal learning.
Fields
Major
Information SystemsMinor
Deep Learning
Computer Vision
Multimodal Representation Learning
Consumer Behavior Inference
Awards and Grants
Outstanding Research Assistant Award, University of Maryland, 2023-2024
Student Travel Award, IEEE Big Data 2023, $800
FDA-CERSI Fellowship, 2023-2024
University Assistantship, 2019-2023
Student Scholarship, INFORMS Workshop on Data Science, 2023
Jacob K. Goldhaber Travel Grant Award, University of Maryland, 2023
Best Student Paper Runner-Up Award, WITS 2022, $500
Outstanding Research Assistant Award, University of Maryland, 2021-2022
Faculty-Student Research Award (FSRA), University of Maryland, 2021-2022, $10000
Master of Quantitative Finance Merit Scholarship, Rutgers Business School, 2016 - 2017
Academic Services
Ad-hoc Reviewers
Conference on Knowledge Discovery and Data Mining (KDD), 2022
Workshop on Information Technologies and Systems (WITS), 2022
International Conference on Information Systems (ICIS), 2020, 2021, 2023
Annual Meeting of the Association for Computational Linguistics (ACL), 2020, 2023
Conference on Information Systems and Technology (CIST), 2023
Pacific-Asia Conference on Information Systems (PACIS), 2024
Work Experience
AT&T Labs, San Ramon, CA
Machine Learning Intern, Technical Development Program, Jun 2021 - Aug 2021
AT&T Labs, San Francisco and San Ramon, CA
Research Intern, Jun 2019 - Aug 2019
WhitePark Capital, New York, NY
Data Scientist, Jan 2018 - Jul 2018