Publications

Remote Sensing Image Change Detection

Remote sensing image change detection constitutes the focal point of my research during my M.Eng. studies at Nanjing University of Information Science and Technology (2020-2023). The papers I published are listed below:

• (2021) SUACDNet: Attentional change detection network based on siamese U-shaped structure

  @article{song2021suacdnet,
  title={SUACDNet: Attentional change detection network based on siamese U-shaped structure},
  author={Song, Lei and Xia, Min and Jin, Junlan and Qian, Ming and Zhang, Yonghong},
  journal={International Journal of Applied Earth Observation and Geoinformation},
  volume={105},
  pages={102597},
  year={2021},
  publisher={Elsevier}
  }

• (2022) Axial cross attention meets CNN: Bibranch fusion network for change detection

  @article{song2022axial,
  title={Axial cross attention meets CNN: Bibranch fusion network for change detection},
  author={Song, Lei and Xia, Min and Weng, Liguo and Lin, Haifeng and Qian, Ming and Chen, Binyu},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
  volume={16},
  pages={21--32},
  year={2022},
  publisher={IEEE}
  }

• (2024) Multi-granularity siamese transformer-based change detection in remote sensing imagery

  @article{song2024multi,
  title={Multi-granularity siamese transformer-based change detection in remote sensing imagery},
  author={Song, Lei and Xia, Min and Xu, Yao and Weng, Liguo and Hu, Kai and Lin, Haifeng and Qian, Ming},
  journal={Engineering Applications of Artificial Intelligence},
  volume={136},
  pages={108960},
  year={2024},
  publisher={Elsevier}
  }

Continual Graph Learning

Continual graph learning is the focus of my research during my D.Eng. studies at Southeast University (2023-2027).