Chentong Huang
Ph.D. Student
Department of Electrical and Computer Engineering
Email: chuang80@ur.rochester.edu
I am a Ph.D. student in Electrical and Computer Engineering at the University of Rochester, advised by Prof. Lisha Chen. I received my B.E. in Information Engineering from Southeast University in 2025. My research interests include optimization, multi-objective learning, and machine learning.
News
- One paper was accepted by NeurIPS 2026: SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front.
- One paper was accepted by Asilomar 2026: Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control.
- Started my Ph.D. at the University of Rochester and joined Prof. Lisha Chen's research group.
- Graduated from Southeast University with a B.E. in Information Engineering.
Publications & Preprints
Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control
SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front
Bidomain Uncertainty Gated Recursive Network for Pan-sharpening
A General Cooperative Optimization Driven High-Frequency Enhancement Framework for Multispectral Image Fusion
IEEE Transactions on Geoscience and Remote Sensing, 63:1–14, Feb. 2025.PaperCode
Education
University of Rochester
Ph.D. Student in Electrical and Computer Engineering
Advisor: Prof. Lisha Chen
Southeast University
Bachelor of Engineering in Information Engineering
Awards
- Outstanding Graduate, Southeast University
- Southeast University Exemplary Individual of Sports Excellence
- Southeast University Merit Student
- National Scholarship
- China Undergraduate Mathematics Competition, First Prize
- Jiangsu Province Undergraduate Mathematics Competition, First Prize