Mingwei Sun

Assistant Professor

Biography

About Me

I am an Assistant Professor in Information Systems at the University of Texas at Arlington. I received my PhD in Information Systems from the University of Maryland. My research focuses on developing and applying deep learning methods to infer consumer behavior and make better business decisions from unstructured data. I am especially interested in computer vision and multimodal learning.

Education

Ph.D. in Information System, University of Maryland, 2024

M.S. in Quantitative Finance, Rutgers University, 2017

Fields
Major

Information Systems

Minor

Deep Learning

Research Topics

1. Developing Deep Learning Artifacts from Unstructured Data

2. Applying Deep Learning Artifacts for Consumer Behavior Inference and Business Decision-Making

3. Assessing the Impact of State-of-the-Art (SOTA) Algorithms on Business

Academic Services
Program Committee

International Conference on Computational Linguistics

2025

Journal Review

Electronic Commerce Research and Applications

Conference Review

Pacific-Asia Conference on Information Systems (PACIS)

2024

Conference on Information Systems and Technology (CIST)

2023

Annual Meeting of the Association for Computational Linguistics (ACL)

2020, 2023

International Conference on Information Systems (ICIS)

2020, 2021, 2023

Workshop on Information Technologies and Systems (WITS)

2022

Conference on Knowledge Discovery and Data Mining (KDD)

2020

Work Experiencecs
AT&T Labs, San Ramon, CA

Technical Development Program, Jun 2021 - Aug 2021

AT&T Labs, San Ramon, CA

Research Intern, Jun 2019 - Aug 2019

WhitePark Capital, New York, NY

Data Scientist, Jan 2018 - Aug 2018

Research Highlights

2023
New Lecturer Meeting
Dec 15
Multimodal Co-attention Transformer for Video-Based Personality Understanding

IEEE International Conference on Big Data
Acceptance rate: 17.5%

2024
Online Teaching
Apr 14
Sec2Sec Co-attention Transformer for Video-Based Apparent Affective Prediction

IEEE International Conference on Acoustics, Speech, and Signal Processing

Conference Presentations and Invited Talks

A Few Facts About Me

2
Publications
2
Course Taught
6
Projects
7
Awards

Let's get in touch

Contact me if you would like to collaborate!

  • Email Address
    mingwei.sun@uta.edu
  • Street Address
    701 S. Nedderman Drive
    Room 526
    Arlington, TX, 76019
  • Website URL
    nestor-sun.github.io