Scholar
Pengfei Gu
Google Scholar ID: cauZmtsAAAAJ
Assistant Professor in Computer Science, University of Texas Rio Grande Valley
Citations & Impact
Citations
326
H-index
10
i10-index
12
Publications
20
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- - Publications: Multiple papers accepted by WACV 2026, IEEE BIBM 2025, Frontiers in Bioinformatics, ICDM workshop 2025, ACM Multimedia 2025, CBMS 2025, AI In Neuroscience, ISBI 2025, SPIE Medical Imaging 2025, WACV 2025, PRCV 2024, Bioinformatics Advances, MICCAI 2024, IEEE VIS Short Papers 2024, Medical Image Analysis, C&G, MICCAI 2023, ISBI 2023, BIBM 2022, etc.
- - NSF CISE MSI program funding for three years
- - USDA-APHIS program funding for two years
Research Experience
- - Assistant Professor at the Department of Computer Science, University of Texas Rio Grande Valley
Education
- - Ph.D.: University of Notre Dame (Advisors: Dr. Danny Z. Chen and Dr. Chaoli Wang)
- - M.S. in Computer Science and M.S. in Mathematics: University of Texas Rio Grande Valley
- - B.S. in Mathematics: Tianjin University of Technology and Education
Background
- - Deep learning for biomedical image analysis (e.g., image segmentation, classification, and detection)
- - Topology-driven image analysis
- - Self-supervised learning
- - Large foundation models/Large language models in medical imaging
- - Multi-modal data analysis
- - Deep learning for scientific visualization
- - Scientific data generation
- - Scientific data compression
Miscellany
- - Looking for a new full-sponsered PhD student to join his research team in Fall 2025/Spring 2026
Co-authors