📝 Publications

Foundation Models, Vision-language and Generative Models

• MultiMoE: Multimodal Mixture of Experts Adapter for Semantic Segmentation of Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2026, Z. Qi, Q. Guo, Libo Wang*, Y. Zhou.
• PeftCD: Leveraging vision foundation models with parameter-efficient fine-tuning for remote sensing change detection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, S. Dong, Y. Hu, Libo Wang, G. Chen, Xiaoliang Meng.
• Wildfire-Diff: A Controllable Diffusion Framework for Synchronized Generation of Remote Sensing Wildfire Images and Masks, IEEE Transactions on Geoscience and Remote Sensing, 2026, J. Wu, Libo Wang, Xiaoliang Meng, H. Liang, X. Chen, X. Zhang, G. Xia.
• ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning, ISPRS Journal of Photogrammetry and Remote Sensing, 2024, Sijun Dong, Libo Wang, Bo Du, and Xiaoliang Meng. Code is available at ChangeCLIP
• MetaSegNet: Metadata-Collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2024, Libo Wang, Sijun Dong, Ying Chen, Xiaoliang Meng*, Shenghui Fang and Songlin Fei.

Vision Transformer and State Space Models

• SDFTransformer: A semantic discrepancy fusion transformer for joint land cover classification with optical and SAR images, International Journal of Applied Earth Observation and Geoinformation, 2026, H. Liang, Xiaoliang Meng, Libo Wang, Sijun Dong, J. Wu, G. Zhang.
• GTCCT: Geography and Time-based Cloud Classification Transformer for Himawari-8 imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, J. Li, P. Liang, Q. Sheng, J. Xu, Z. Wu, H. Li, B. Wang, X. Ling, X. Liu, Libo Wang, et al.
• PyramidMamba: Rethinking pyramid feature fusion with selective space state model for semantic segmentation of remote sensing imagery, International Journal of Applied Earth Observation and Geoinformation, 2025, Libo Wang, D. Li, Sijun Dong, Xiaoliang Meng, X. Zhang, D. Hong.
• MBS-Net: A Mamba-based Network for Efficient Remote Sensing Building Segmentation, 2025 International Conference on Signal Processing and Communication, 2025, X. Wang, Libo Wang, Xiaoliang Meng.
• UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery, ISPRS Journal of Photogrammetry and Remote Sensing, 2022, Libo Wang, Rui Li, Ce Zhang, Shenghui Fang*, Chenxi Duan, Xiaoliang Meng, Peter M. Atkinson. Code is available at GeoSeg
• Building extraction with vision transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022, Libo Wang, Shenghui Fang*, Xiaoliang Meng, Rui Li. Code is available at BuildFormer
• A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images, IEEE Geoscience and Remote Sensing Letters, 2022, Libo Wang, Rui Li, Chenxi Duan, Ce Zhang, Xiaoliang Meng and Shenghui Fang* [Code]
• Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images, Remote Sensing, 2021, Libo Wang, Rui Li, Dongzhi Wang, Chenxi Duan, Teng Wang* and Xiaoliang Meng [Code]
• Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery, IEEE Geoscience and Remote Sensing Letters, 2022, Xiaoliang Meng, Yuechi Yang, Libo Wang, Teng Wang, Rui Li, and Ce Zhang. (corresponding author*)

Convolutional Neural Network

• ESFCNet: Efficient Spatial-Frequency Complementary Network for Real-time Semantic Segmentation of Unmanned Aerial Vehicle Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, Q. Guo, Z. Qi, Libo Wang*.
• ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images, ISPRS Journal of Photogrammetry and Remote Sensing, 2021, Rui Li, Shunyi Zheng, Ce Zhang, Chenxi Duan*, Libo Wang, Peter M. Atkinson [Code]
• Multiattention network for semantic segmentation of fine-resolution remote sensing images, IEEE Transactions on Geoscience and Remote Sensing, 2021, Rui Li, Shunyi Zheng, Ce Zhang, Chenxi Duan*, Jianlin Su, Libo Wang, Peter M. Atkinson [Code]
• A2-FPN for semantic segmentation of fine-resolution remotely sensed images, International Journal of Remote Sensing, 2022, Rui Li, Libo Wang, Ce Zhang, Chenxi Duan* and Shunyi Zheng [Code]
• Land cover classification from remote sensing images based on multi-scale fully convolutional network, Geo-spatial Information Science, 2022, Rui Li, Shunyi Zheng, Chenxi Duan*, Libo Wang, Ce Zhang.
• Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images, Remote Sensing, 2021, Libo Wang, Ce Zhang, Rui Li, Chenxi Duan, Xiaoliang Meng*, Peter M. Atkinson.

Remote Sensing Applications

• Exploring Infrared and Visible Feature Fusion for Earth Surface Anomaly Detection: From Benchmark Dataset to Spatial-Spectrum Adaptation Network, IEEE Transactions on Geoscience and Remote Sensing, 2026, Libo Wang, D. Li, Z. Gao, W. Zhu, Q. Wang.
• Land use and climatic drivers of early 21st-century fire activity in the Amazon, Agricultural and Forest Meteorology, 2025, W. Xu, J. Cen, L. Fan, Y. Liu, T. A. J. Janssen, P. Liu, W. Wu, Libo Wang, N. Li, et al.
• A novel earth surface anomaly detection method based on collaborative reasoning of deep learning and remote sensing indexes, Journal of Electronics & Information Technology, 2025, Libo Wang, Z. Gao, Q. Wang.