Emmanuel U. Ugwu
Master's Candidate · Department of Computer Science and Technology
University of Science and Technology of China, Hefei, China
University of Science and Technology of China, Hefei, China
I am a third-year Master's student advised by Dr. Xinming Zhang in the Wireless Networks & Big Data Research Lab. My research focuses on deep learning, efficient vision systems, and the intersection of optimization and uncertainty quantification.
Before my Master's, I received my BSc in Electronics and Information Engineering from Jiangxi University of Engineering (2023).
Deep Learning
Machine Learning
Computer Vision
Efficient Vision Systems
Model Optimization
About
Education
MSc in Computer Science and Technology
University of Science and Technology of China
2023 – Present
BSc in Electronics and Information Engineering
Jiangxi University of Engineering
2019 – 2023
Experience
Research Student
Wireless Networks & Big Data Research Lab (USTC)
Nov 2024 – Present
News
March 2026
Upcoming - Presention of Promptable Fire Segmentation at ICIGP 2026, Wuhan, China. See you there!
Feb 2026
Gave a talk on Why You Need Computer Vision: Real-World Applications and Tools for Modern Research
organized by The Association of Nigerians in Anhui (ANA). Talk available here.
Feb 2026
Paper accepted at Machine Vision and Applications — "Edge-aware dual path network for medical image classification."
Sep 2025
Paper accepted at ICIGP 2026 - "Promptable Fire Segmentation: Unleashing SAM2's Potential for Real Time Mobile Deployment with Strategic Bounding Box Guidance." See you in Wuhan!
Nov 2024
Started research at Wireless Networks & Big Data Research Lab, working on efficient vision models.
Selected Publications
Machine Vision and Applications, 2026
The 9th International Conference on Image and Graphics Processing (ICIGP), 2026