๐Ÿ‘‹ About Me

I received my Ph.D degrees in from the School of Computer Science and Engineering, Beihang University (BUAA), supervised by Prof. Xingxing Wei and Bo Li. Before my PhD study, I was a master student at Beihang University (BUAA). I received my B.Eng. degree from Harbin Engineering University (HEU) in 2018.

My research interest includes Multimodal Perception, Multisource Data Fusion and Remote Sensing.

๐Ÿ”ฅ News

  • 2025/01 :ย  ๐Ÿ†๏ธ๐Ÿ†๏ธ C2Former becomes ESI Highly Cited Paper.
  • 2024/12 :ย  ๐ŸŽ†๐ŸŽ† Passed the doctoral dissertation defense.
  • 2024/08 :ย  ๐ŸŽ‰๐ŸŽ‰ One paper is accepted to ECAI (SFDFusion).
  • 2024/05 :ย  ๐Ÿš€๐Ÿš€ C2Former becomes a Popular Article of TGRS.
  • 2024/03 :ย  ๐ŸŽ‰๐ŸŽ‰ One paper is accepted to TGRS (C2Former).
  • 2023/12 :ย  ๐ŸŽ‰๐ŸŽ‰ One paper is accepted to INFS (CAGT).
  • 2023/07 :ย  ๐ŸŽ‰๐ŸŽ‰ One paper is accepted to PR (APA).
  • 2022/07 :ย  ๐ŸŽ‰๐ŸŽ‰ One paper is accepted to ECCV 2022 (TSFADet).
  • 2021/08 :ย  ๐Ÿ†•๐Ÿ†• We creat a new repository to collect RGB-T-Fusion methodsย  img.

๐Ÿ“ Publications

Arxiv 2024
sym

UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning

Maoxun Yuan*, Bo Cui*, Tianyi Zhao, Jiayi Wang, Shan Fu, Xingxing Wei.

๐Ÿ“ƒPaper ๐Ÿ’พCode img

Arxiv 2024
sym

Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection

Tianyi Zhao*, Maoxun Yuan*, Feng Jiang, Nan Wang, Xingxing Wei.

๐Ÿ“ƒPaper ๐Ÿ’พCode img

TGRS 2024
sym

C2Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection

Maoxun Yuan and Xingxing Wei (Supervisor).

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024

๐Ÿ“ƒPaper ๐Ÿ’พCode img

๐Ÿ†๏ธ ESI Highly Cited Paper

ECAI 2024
sym

SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion

Kun Hu, Qingle Zhang, Maoxun Yuan, Yitian Zhang.

European Conference on Artificial Intelligence (ECAI), 2024

๐Ÿ“ƒPaper ๐Ÿ’พCode img

INFS 2024
sym

Improving RGB-infrared object detection with cascade alignment-guided transformer

Maoxun Yuan, Xiaorong Shi, Nan Wang, Yinyan Wang, and Xingxing Wei (Supervisor).

Information Fusion (INFS), 2024

๐Ÿ“ƒPaper ๐Ÿ’พCode

PR 2023
sym

Adversarial pan-sharpening attacks for object detection in remote sensing

Xingxing Wei (Supervisor) and Maoxun Yuan.

Pattern Recognition (PR), 2023

๐Ÿ“ƒPaper

ECCV 2022
sym

Translation, scale and rotation: cross-modal alignment meets RGB-infrared vehicle detection

Maoxun Yuan, Yinyan Wang, and Xingxing Wei (Supervisor).

European Conference on Computer Vision (ECCV), 2022

๐Ÿ“ƒPaper

๐Ÿ’ป Academic Services

Conference Reviewer:

  • CVPR (2023-2025), ICCV (2023), ECCV (2022/2024)
  • ACM MM (2023-2024), AAAI (2024)
  • ACCV (2024), ICME (2025), IGARSS (2025)

Journal Reviewer:

  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Intelligent Transportation Systems (TITS)
  • IEEE Transactions on Geoscience and Remote Sensing (TGRS)
  • Neurocomputing
  • The Journal of Supercomputing
  • Machine Vision and Applications
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR)
  • International Journal of Digital Earth (IJDE)