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 2024Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey.
Qinfeng Zhu, Lei Fan, Ningxin Weng
Elsevier PDF Zhihu
JSTARS 2024Rethinking 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 PDF

Publications

MMM 2025Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste.
Qinfeng Zhu, Ningxin Weng, Lei Fan, Yuanzhi Cai
Springer PDF GitHub Repository
Heliyon 2024Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model.
Qinfeng Zhu, Yuanzhi Cai, Yuan Fang, Yihan Yang, Cheng Chen, Lei Fan, Anh Nguyen
Cell PDF GitHub Repository
IEEE ICVISP 2024Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy.
Qinfeng Zhu, Jiaze Cao, Yuanzhi Cai, Lei Fan
PDF
SSIP 2024Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images.
Qinfeng Zhu, Yuanzhi Cai, Lei Fan
PDF GitHub Repository
arXiv 2024MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery.
Qinfeng Zhu, Yuan Fang, Lei Fan
PDF
Buildings 2024Algorithm-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
PDF


News

Oct 2024Our paper "Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste." has been accepted to International Conference on Multimedia Modelling (MMM 2025 CCF-C).
Oct 2024Our paper "Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study." has been accepted to JSTARS 2024 (Top).
Sep 2024Our paper "Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model." has been accepted to Heliyon 2024.
April 2024Our paper "Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey." has been accepted to Pattern Recognition 2024 (Top).


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),

Pattern Recognition (PR),

Neural Networks (NN),

Expert Systems with Applications (ESWA),

Engineering Applications of Artificial Intelligence (EAAI),

Neurocomputing,

IEEE Sensors journal,

IEEE Access,

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),

International Conference on Artificial Intelligence and Human-Computer Interaction.