Chenyu Li

32 papers A* 1Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing.
AAAI
Xuyang Li, Chenyu Li, Danfeng Hong
2026 J jnl
Foundation Models in Remote Sensing: Evolving from Unimodality to Multimodality.
CoRR
Danfeng Hong, Chenyu Li, Xuyang Li, Gustau Camps-Valls, Jocelyn Chanussot
2026 J jnl
SeaMo: A season-aware multimodal foundation model for remote sensing.
Inf. Fusion
Xuyang Li, Chenyu Li, Gemine Vivone, Danfeng Hong
2025 J jnl
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges.
CoRR
Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025 J jnl
A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models.
Neurocomputing
Muhammad Ahmad, Salvatore Distefano, Adil Mehmood Khan, Manuel Mazzara, Chenyu Li, Hao Li, Jagannath Aryal, Yao Ding, Gemine Vivone, Danfeng Hong
2025 J jnl
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing.
CoRR
Xuyang Li, Chenyu Li, Danfeng Hong
2025 — conf
Dynamic State-Control Modeling for Generalized Remote Sensing Image Super-Resolution.
CVPR Workshops
Chenyu Li, Zhaojie Pan, Danfeng Hong
2025 J jnl
FlexiMo: A Flexible Remote Sensing Foundation Model.
CoRR
Xuyang Li, Chenyu Li, Pedram Ghamisi, Danfeng Hong
2025 J jnl
Hyperspectral Image Classification With Mamba.
IEEE Trans. Geosci. Remote. Sens.
Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
Hyperspectral Imaging.
CoRR
Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025 J jnl
Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt.
CoRR
Jie Deng, Danfeng Hong, Chenyu Li, Naoto Yokoya
2025 J jnl
KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Jocelyn Chanussot
2025 J jnl
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm.
IEEE Trans. Neural Networks Learn. Syst.
Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2025 J jnl
MambaX: Image Super-Resolution with State Predictive Control.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Naoto Yokoya, Jocelyn Chanussot
2025 J jnl
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. K. Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Yuxuan Li, Gustau Camps-Valls, Xiao Xiang Zhu, Jocelyn Chanussot
2024 J jnl
CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging.
Inf. Fusion
Chenyu Li, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, Jocelyn Chanussot
2024 — conf
Deformable Kolmogorov-Arnold Networks For Hyperspectral Image Classification.
WHISPERS
Ranko Lau, Jing Yao, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2024 J jnl
EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Usman Ghous, Muhammad Shahzad Sarfraz, Muhammad Ahmad, Chenyu Li, Danfeng Hong
2024 J jnl
HyperSINet: A Synergetic Interaction Network Combined With Convolution and Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qixing Yu, Weibo Wei, Dantong Li, Zhenkuan Pan, Chenyu Li, Danfeng Hong
2024 — conf
Hyperkan: An Interpretable Approximation Network for Hyperspectral Superresolution.
WHISPERS
Chenyu Li, Bing Zhang, Haoran Xu, Danfeng Hong
2024 J jnl
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection.
CoRR
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2024 J jnl
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index.
Comput. Electron. Agric.
Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot
2024 J jnl
SeaMo: A Multi-Seasonal and Multimodal Remote Sensing Foundation Model.
CoRR
Xuyang Li, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2024 J jnl
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification.
CoRR
Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2023 J jnl
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu
2023 J jnl
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2023 J jnl
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2023 J jnl
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot