I am a Ph.D. student at Xi'an Jiaotong-Liverpool University and University of Liverpool, where I had been very fortunate to be advised by Dr. Lei Fan. I received the degree of Master of Research in Computer Science from the University of Liverpool, Liverpool, U.K., in 2023. My research interests mainly lie on deep learning, especially in remote sensing, multi-modal information fusion, 3D computer vision, semantic segmentation, and data augmentation.

I am always open to collaboration! Feel free to e-mail me🤩! zhuqinfeng1999@google.com / qinfeng.zhu21@student.xjtlu.edu.cn

I am looking for a postdoctoral position in 2026/2027!(when I graduate in 2026)

Highlight

Pattern Recognition 2024	Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey. Qinfeng Zhu, Lei Fan, Ningxin Weng
Neural Networks 2026	ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery. Qinfeng Zhu, Yunxi Jiang, Lei Fan
JSTARS 2024	Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study. Qinfeng Zhu, Yuan Fang, Yuanzhi Cai, Cheng Chen, Lei Fan
IEEE Sensors Journal 2025	IndoorMS: A Multispectral Dataset for Semantic Segmentation in Indoor Scene Understanding Qinfeng Zhu, Jingjing xiao, Lei Fan

Publications

arXiv 2026	From Landslide Conditioning Factors to Satellite Embeddings: Evaluating the Utilisation of Google AlphaEarth for Landslide Susceptibility Mapping using Deep Learning. Yusen Chen, Qinfeng Zhu, Lei Fan
arXiv 2025	SwinMamba: A hybrid local-global mamba framework for enhancing semantic segmentation of remotely sensed images. Qinfeng Zhu, Han Li, Liang He, Lei Fan
MMM 2025	Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste. Qinfeng Zhu, Ningxin Weng, Lei Fan, Yuanzhi Cai
Heliyon 2024	Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model. Qinfeng Zhu, Yuanzhi Cai, Yuan Fang, Yihan Yang, Cheng Chen, Lei Fan, Anh Nguyen
IEEE ICVISP 2024	Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy. Qinfeng Zhu, Jiaze Cao, Yuanzhi Cai, Lei Fan
SSIP 2024	Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images. Qinfeng Zhu, Yuanzhi Cai, Lei Fan
IEEE BDAI 2025	MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery. Qinfeng Zhu, Yuan Fang, Lei Fan
Buildings 2024	Algorithm-Driven Extraction of Point Cloud Data Representing Bottom Flanges of Beams in a Complex Steel Frame Structure for Deformation Measurement. Yang Zhao, Dufei Wang, Qinfeng Zhu, Lei Fan, Yuanfeng Bao

News

Service

Membership:

Senior Member of ISAC,

Member of IEEE.

Journal Reviewer:

IEEE Transactions on Neural Networks and Learning Systems (TNNLS),

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT),

IEEE Transactions on Intelligent Transportation Systems (T-ITS),

ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS),

Scientific Data, Nature,

Pattern Recognition (PR),

Neural Networks (NN),

Expert Systems with Applications (ESWA),

Engineering Applications of Artificial Intelligence (EAAI),

Neurocomputing,

IEEE Sensors journal,

IEEE Access,

Journal of Supercomputing,

Complex & Intelligent Systems,

Computers & Graphics,

Applied Intelligence.

Conference/Workshop Reviewer:

International Conference on Learning Representation (ICLR),

Annual AAAI Conference on Artificial Intelligence (AAAI),

International Joint Conference on Artificial Intelligence (IJCAI),

Machine Learning for Health (NeurIPS-ML4H),

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),

International Joint Conference on Neural Networks (IJCNN),

IEEE International Symposium on Biomedical Imaging (ISBI),

IEEE Symposium on Computers & Informatics (ISCI),

International Conference on Artificial Intelligence and Human-Computer Interaction.