👋 About Me

I have joined the Postdoctoral Program at Beihang University. 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.

Feel free to contact me by email if you are interested in discussing or collaborating with me.

🔥 News

⬆[08/2021]: We creat a new repository to collect RGB-T-Fusion methods .

[03/2025] :  🎉🎉 One paper is accepted to IGRASS 2025 (MAFF).

[01/2025] :  🏆️🏆️ C2Former becomes ESI Highly Cited Paper.

[12/2024] :  🎆🎆 Passed the doctoral dissertation defense.

[08/2024] :  🎉🎉 One paper is accepted to ECAI (SFDFusion).

[05/2024] :  🚀🚀 C2Former becomes a Popular Article of TGRS.

[03/2024] :  🎉🎉 One paper is accepted to TGRS (C2Former).

[12/2023] :  🎉🎉 One paper is accepted to INFS (CAGT).

[07/2023] :  🎉🎉 One paper is accepted to PR (APA).

[07/2022] :  🎉🎉 One paper is accepted to ECCV 2022 (TSFADet).

📝 Publications

Arxiv 2025

Rethinking Multi-modal Object Detection from the Perspective of Mono-Modality Feature Learning

Tianyi Zhao*, Boyang Liu*, Yanglei Gao, Yiming Sun, Maoxun Yuan, Xingxing Wei.

📃Paper

Arxiv 2024

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

Maoxun Yuan*, Bo Cui*, Tianyi Zhao, Jiayi Wang, Shan Fu, Xue Yang, Xingxing Wei (Supervisor).

📃Paper 💾Code

Arxiv 2024

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

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

📃Paper 💾Code

TGRS 2024

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

📃Paper 💾Code

🏆️ ESI Highly Cited Paper

ECAI 2024

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

📃Paper 💾Code

INFS 2024

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

📃Paper 💾Code

PR 2023

Adversarial pan-sharpening attacks for object detection in remote sensing

Xingxing Wei (Supervisor) and Maoxun Yuan.

Pattern Recognition (PR), 2023

📃Paper

ECCV 2022

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

📃Paper

💻 Academic Services

Conference Reviewer:

• CVPR (2023-2025), ICCV (2023/2025), ECCV (2022/2024)
• ACM MM (2023-2025), 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)
• IEEE Transactions on Automation Science and Engineering (TASE)
• ACM Transactions on Multimedia Computing Communications and Applications (TOMM)
• Information Fusion (INFS)
• 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)
• International Journal of Machine Learning and Cybernetics (IJMLC)