Lincoln Linlin Xu

15 papers A* 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction. AAAI Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu
2026	J	`jnl`	Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification. CoRR Zack Dewis, Yimin Zhu, Zhengsen Xu, Mabel Heffring, Saeid Taleghanidoozdoozan, Quinn Ledingham, Lincoln Linlin Xu
2026	J	`jnl`	Geographically-Weighted Weakly Supervised Bayesian High-Resolution Transformer for 200m Resolution Pan-Arctic Sea Ice Concentration Mapping and Uncertainty Estimation using Sentinel-1, RCM, and AMSR2 Data. CoRR Mabel Heffring, Lincoln Linlin Xu
2026	A*	`conf`	Human-in-the-Loop Eider Duck Counting in Arctic Canada with an Open-Vocabulary Multi-Species Wildlife Detector. AAAI Jayden Hsiao, Aryan Kalia, Zhonghao Zhang, Hudson Sun, Muhammed Patel, David A. Clausi, Lincoln Linlin Xu, Becky Segal, Joel Heath
2026	J	`jnl`	Sparse Data Tree Canopy Segmentation: Fine-Tuning Leading Pretrained Models on Only 150 Images. CoRR David Szczecina, Hudson Sun, Anthony Bertnyk, Niloofar Azad, Kyle Gao, Lincoln Linlin Xu
2026	J	`jnl`	Trustworthy Data-Driven Wildfire Risk Prediction and Understanding in Western Canada. CoRR 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
2026	J	`jnl`	White-Box mHC: Electromagnetic Spectrum-Aware and Interpretable Stream Interactions for Hyperspectral Image Classification. CoRR Yimin Zhu, Lincoln Linlin Xu, Zhengsen Xu, Zack Dewis, Mabel Heffring, Saeid Taleghanidoozdoozan, Motasem Alkayid, Quinn Ledingham, Megan Greenwood
2026	J	`jnl`	mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification. CoRR Yimin Zhu, Zack Dewis, Quinn Ledingham, Saeid Taleghanidoozdoozan, Mabel Heffring, Zhengsen Xu, Motasem Alkayid, Megan Greenwood, Lincoln Linlin Xu
2025	J	`jnl`	BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction. CoRR Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu
2025	J	`jnl`	Bayesian Transformer for Pan-Arctic Sea Ice Concentration Mapping and Uncertainty Estimation using Sentinel-1, RCM, and AMSR2 Data. CoRR Mabel Heffring, Lincoln Linlin Xu
2025	J	`jnl`	Diffusion Posterior Sampler for Hyperspectral Unmixing with Spectral Variability Modeling. CoRR Yimin Zhu, Lincoln Linlin Xu
2025	J	`jnl`	Knowledge-Aware Mamba for Joint Change Detection and Classification from MODIS Times Series. CoRR Zhengsen Xu, Yimin Zhu, Zack Dewis, Mabel Heffring, Motasem Alkayid, Saeid Taleghanidoozdoozan, Lincoln Linlin Xu
2025	J	`jnl`	Multitask GLocal OBIA-Mamba for Sentinel-2 Landcover Mapping. CoRR Zack Dewis, Yimin Zhu, Zhengsen Xu, Mabel Heffring, Saeid Taleghanidoozdoozan, Kaylee Xiao, Motasem Alkayid, Lincoln Linlin Xu
2025	J	`jnl`	Sparse Deformable Mamba for Hyperspectral Image Classification. CoRR Lincoln Linlin Xu, Yimin Zhu, Zack Dewis, Zhengsen Xu, Motasem Alkayid, Mabel Heffring, Saeid Taleghanidoozdoozan
2025	J	`jnl`	Sparse Deformable Mamba for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Lincoln Linlin Xu, Yimin Zhu, Zack Dewis, Zhengsen Xu, Motasem Alkayid, Mabel Heffring, Saeid Taleghanidoozdoozan