Yang Zhang
| zhangy2583@mail2.sysu.ed |
u.cn |
| +8613550995017 |
|
Education
- 2022-2026 (expected)
-
B.Eng. in Artificial Intelligence, Sun Yat-sen
University
Research Experience
Research on Cross-domain Remote Sensing Image
Classification
- Proposed a dual-classifier network DCmix which enhances the
discrimination of unknown classes by introducing closed-set and open-set
classifiers.
- Advisor: Pro.Juepeng
Zheng
Black-Box Domain Generalization for Semantic Segmentation
Based on Style-Prompt
- For scenarios where only black-box pre-trained backbone models can
be accessed, proposed the ASPFusion framework to improve domain
generalization in semantic segmentation.
- Advisor: Pro.Juepeng
Zheng
A Large-scale Visual Question Answering Benchmark for
Agricultural Remote Sensing
- Proposed and constructed AgroMind, a large-scale dataset covering
multi scenes and various tasks.
- Advisor: Pro.Juepeng
Zheng
Research Interest
- Transfer learning
- Deep learning in remote sensing
- Computer vision
Publication
- Qingmei Li, Yang Zhang, Juepeng Zheng, Yuxiang Zhang, Jianxi Huang,
Haohuan Fu. Boosting
Universal Domain Adaptation in Remote Sensing with Dual-Classifiers
Consistency Discrimination and Cross-Domain Feature Mixup. TGRS
(SCI Q1, TOP, IF=7.5), 2025