Zhengsen Xu

According to our database, Zhengsen Xu authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Rapid Forest Fuel Load Estimation via Virtual Remote Sensing and Metric-Scale Feed-Forward 3D Reconstruction.

Quanyun Wu, Kyle Gao, Wentao Sun, Zhengsen Xu, Hudson Sun, Linlin Xu, Yuhao Chen, David A. Clausi, Jonathan Li

CoRR, May, 2026

A Novel Graph-Regulated Disentangling Mamba Model with Sparse Tokens for Enhanced Tree Species Classification from MODIS Time Series.

Motasem Alkayid, Zhengsen Xu, Saeid Taleghanidoozdoozan, Yimin Zhu, Megan Greenwood, Quinn Ledingham, Zack Dewis, Mabel Heffring, Naser El-Sheimy, Lincoln Linlin Xu

CoRR, May, 2026

mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification.

Yimin Zhu, Zack Dewis, Quinn Ledingham, Saeid Taleghanidoozdoozan, Mabel Heffring, Zhengsen Xu, Motasem Alkayid, Megan Greenwood, Lincoln Linlin Xu

CoRR, March, 2026

Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification.

Zack Dewis, Yimin Zhu, Zhengsen Xu, Mabel Heffring, Saeid Taleghanidoozdoozan, Quinn Ledingham, Lincoln Linlin Xu

CoRR, January, 2026

White-Box mHC: Electromagnetic Spectrum-Aware and Interpretable Stream Interactions for Hyperspectral Image Classification.

Yimin Zhu, Lincoln Linlin Xu, Zhengsen Xu, Zack Dewis, Mabel Heffring, Saeid Taleghanidoozdoozan, Motasem Alkayid, Quinn Ledingham, Megan Greenwood

CoRR, January, 2026

Trustworthy Data-Driven Wildfire Risk Prediction and Understanding in Western Canada.

Zhengsen Xu, Lanying Wang, Sibo Cheng, Xue Rui, Kyle Gao, Yimin Zhu, Mabel Heffring, Zack Dewis, Saeid Taleghanidoozdoozan, Megan Greenwood, Motasem Alkayid, Quinn Ledingham, Hongjie He, Jonathan Li, Lincoln Linlin Xu

CoRR, January, 2026

BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction.

Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multitask GLocal OBIA-Mamba for Sentinel-2 Landcover Mapping.

Zack Dewis, Yimin Zhu, Zhengsen Xu, Mabel Heffring, Saeid Taleghanidoozdoozan, Kaylee Xiao, Motasem Alkayid, Lincoln Linlin Xu

CoRR, November, 2025

Knowledge-Aware Mamba for Joint Change Detection and Classification from MODIS Times Series.

Zhengsen Xu, Yimin Zhu, Zack Dewis, Mabel Heffring, Motasem Alkayid, Saeid Taleghanidoozdoozan, Lincoln Linlin Xu

CoRR, October, 2025

SAGOnline: Segment Any Gaussians Online.

Wentao Sun, Quanyun Wu, Hanqing Xu, Kyle Gao, Zhengsen Xu, Yiping Chen, Dedong Zhang, Lingfei Ma, John S. Zelek, Jonathan Li

CoRR, August, 2025

Sparse Deformable Mamba for Hyperspectral Image Classification.

Lincoln Linlin Xu, Yimin Zhu, Zack Dewis, Zhengsen Xu, Motasem Alkayid, Mabel Heffring, Saeid Taleghanidoozdoozan

CoRR, April, 2025

Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data.

Yihang Zhou, Ruige Kong, Zhengsen Xu, Linlin Xu, Sibo Cheng

CoRR, March, 2025

Sparse Deformable Mamba for Hyperspectral Image Classification.

Lincoln Linlin Xu, Yimin Zhu, Zack Dewis, Zhengsen Xu, Motasem Alkayid, Mabel Heffring, Saeid Taleghanidoozdoozan

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Wildfire Risk Prediction: A Review.

Zhengsen Xu, Jonathan Li, Linlin Xu

CoRR, 2024

UnderstAnding Bag of Tricks of Deep Learning-Based Semantic Segmentation in Pavement Crack Detection.

Zhengsen Xu, Hiayan Guan, Hongjie He, Jonathan Li

Proceedings of the IGARSS 2024, 2024

2022

Pavement crack detection from CCD images with a locally enhanced transformer network.

Zhengsen Xu, Haiyan Guan, Jian Kang, Xiangda Lei, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022