🔥 Publications & Recent Works

Only selected formally published works are listed here. Other manuscripts will be added after official publication.

Equal contribution Corresponding author Project Leader

ISPRS

[DAMoE] Prior-guided Multi-domain Mixture-of-Experts for Multimodal Earth Observation Data Gaps

AI4RSMixture-of-ExpertsMultimodal EO FusionISPRS

Chuang Liu, Jianhua Guo, Yingdong Pi, Xiao Wu, Zhiqi Zhang, Ru Chen, Xinyi Wang, and Mi Wang

ISPRS Journal of Photogrammetry and Remote Sensing, vol. 239, pp. 876-892, 2026.

[UCLN] Interpretable Pan-sharpening via Explicit Spatial-Spectral Closed-loop Priors

Interpretable FusionPan-sharpeningDeep UnfoldingPattern Recognition

Chuang Liu, Zhiqi Zhang, Zhiwei Ye, Xiao Wu, Mi Wang, and Jianhua Guo

Pattern Recognition, vol. 180, article 114301, 2026.

TGRS

【RAMSF】A Novel Generic Framework for Optical Remote Sensing Multimodal Spatial-Spectral Fusion Citation: 12

AI4RSMultimodal FusionSpatial-Spectral LearningJCR Q1

Chuang Liu, Zhiqi Zhang, and Mi Wang

IEEE Transactions on Geoscience and Remote Sensing, 2025.

GSIS

【CF2N】A Novel Cross Fusion Model with Fine-grained Detail Reconstruction for Remote Sensing Image Pan-sharpening Citation: 12

Pan-sharpeningFine-grained DetailFrequency-Spectral FusionJCR Q1

Chuang Liu, Zhiqi Zhang, Mi Wang, Shao Xiang, and Guangqi Xie

Geo-spatial Information Science, vol. 28, no. 4, pp. 1520–1548, 2025.

JSTARS

【STDAN】A Spatial-Temporal Difference Aggregation Network for Gaofen-2 Multitemporal Image Change Detection in Cropland Area Citation: 7

Change DetectionDense PredictionMulti-temporal RSJCR Q1

Chuang Liu, Liyang Bao, and Zhiqi Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 3160-3172, 2025.

JSTARS

【MMAPP】Multi-branch and Multi-scale Adaptive Progressive Pyramid Network for Multispectral Image Pansharpening Citation: 5

Progressive PyramidMulti-scale LearningPan-sharpeningJCR Q1

Zhiqi Zhang, Chuang Liu, Lu Wei, and Shao Xiang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 20129-20149, 2024.

JSTARS

【RSANet】Recursive Self-Attention Modules-Based Network for Panchromatic and Multispectral Image Fusion Citation: 12

Self-AttentionPan-sharpeningFeature FusionJCR Q1

Chuang Liu, Lu Wei, Zhiqi Zhang, Xiaoxiao Feng, and Shao Xiang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 10067-10083, 2023.