👋 About Me

I am an incoming Ph.D. student (admitted) in Control Science and Engineering at North China University of Technology (NCUT), Beijing, China, starting in September 2026. I am currently completing my M.S. degree in Communication Engineering at NCUT. My research interests lie in Remote Sensing Object Detection, Few-Shot Learning, and Cross-Domain Adaptation.

🔥 News

  • 2026.09: 📖 Admitted to Ph.D. program in Control Science and Engineering at North China University of Technology.
  • 2025.09: 🏆 Awarded the National Scholarship (国家奖学金, Top 1%) for graduate students.
  • 2025.10: 🎉 One paper accepted by IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS, IF = 5.3).
  • 2025.05: 🎉 One paper accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS, IF = 8.6).
  • 2023.09: 📖 Started M.S. study in Communication Engineering at North China University of Technology.

📝 Publications

My research focuses on Few-Shot Cross-Domain Object Detection for remote sensing imagery.

IEEE TGRS 2025
FSDA-DETR: Few-Shot Domain-Adaptive Object Detection Transformer in Remote Sensing Imagery

FSDA-DETR: Few-Shot Domain-Adaptive Object Detection Transformer in Remote Sensing Imagery
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025 (Accepted: 2025.05.28)
Binbin Yang, Jianhong Han, Xinghai Hou, Dehao Zhou, Wenkai Liu, and Fukun Bi
[PDF] [Code]

IEEE JSTARS 2025
Exploring the Role of Depth Information From DAM in Diverse Remote Sensing Semantic Segmentation Tasks

Exploring the Role of Depth Information From DAM in Diverse Remote Sensing Semantic Segmentation Tasks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2025 (Accepted: 2025.10.10)
Dehao Zhou; Fukun Bi; Xinghai Hou; Xianping Ma; Zhiliu Yang; Binbin Yang
[PDF]

🏆 Selected Honors

  • 2025.09: National Scholarship (Graduate) (国家奖学金, Top 1%), Ministry of Education of China
  • 2025.09: First-Class Academic Scholarship (Graduate) (研究生一等学业奖学金), North China University of Technology
  • 2024.09: Third-Class Academic Scholarship (Graduate) (研究生三等学业奖学金), North China University of Technology
  • 2023.09: Third-Class Academic Scholarship (Graduate) (研究生三等学业奖学金), North China University of Technology
  • Major Ranking: 5 / 78  |  GPA: 3.95 / 4.0

📖 Educations

  • 2026.09 - 2030.06 (Admitted), Ph.D. in Control Science and Engineering, North China University of Technology, China.
  • 2023.09 - 2026.06, M.S. in Communication Engineering, North China University of Technology, China.
  • 2019.09 - 2023.06, B.S. in Data Science and Big Data Technology, North China University of Technology, China.