Welcome to My Homepage!
I am an Associate Professor and master’s supervisor at Nanjing University of Information Science and Technology. I am also a PostDoc. at University of Macau with the support of Macau Young Scholar Program.
I received my PhD from Wuhan University. My research interests include intelligent interpretation of remote sensing imagery, computer vision, and multimodal AI. I have published 20+ SCI papers, including 10 first-author/corresponding-author papers and 6 highly cited papers, with citations 4,761 in the remote sensing field.
🔥 News
- 2026: Our paper (corresponding author) MultiMoE: Multimodal Mixture of Experts Adapter for Semantic Segmentation of Remote Sensing Images has been accepted by IEEE TGRS.
- 2026: Our paper (co-author) PeftCD: Leveraging vision foundation models with parameter-efficient fine-tuning for remote sensing change detection has been accepted by IEEE JSTARS.
- 2026: Our paper (co-author) SDFTransformer: A semantic discrepancy fusion transformer for joint land cover classification with optical and SAR images has been accepted by JAG.
- 2026: Our paper (corresponding author) ESFCNet: Efficient Spatial-Frequency Complementary Network for Real-time Semantic Segmentation of Unmanned Aerial Vehicle Images has been accepted by IEEE JSTARS.
- 2026: Our paper (co-author) Wildfire-Diff: A Controllable Diffusion Framework for Synchronized Generation of Remote Sensing Wildfire Images and Masks has been accepted by IEEE TGRS.
- 2026: Our paper (co-author) GTCCT: Geography and Time-based Cloud Classification Transformer for Himawari-8 imagery has been accepted by IEEE JSTARS.
- 2026: Our paper (first author) Exploring Infrared and Visible Feature Fusion for Earth Surface Anomaly Detection: From Benchmark Dataset to Spatial-Spectrum Adaptation Network has been accepted by IEEE TGRS.
- 2025: Our paper (first author) PyramidMamba: Rethinking pyramid feature fusion with selective space state model for semantic segmentation of remote sensing imagery has been accepted by JAG.
- 2025: Our paper (co-author) Land use and climatic drivers of early 21st-century fire activity in the Amazon has been accepted by Agricultural and Forest Meteorology.
- 2025: Our paper (first author) A novel earth surface anomaly detection method based on collaborative reasoning of deep learning and remote sensing indexes has been accepted by Journal of Electronics & Information Technology.
- 2025: Our paper (co-author) MBS-Net: A Mamba-based Network for Efficient Remote Sensing Building Segmentation has been accepted by 2025 International Conference on Signal Processing and Communication.
- 2024.10: Our paper (first author) MetaSegNet: Metadata-Collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images has been accepted by IEEE TGRS.
- 2024.02: Our paper (co-author) ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning has been accepted by ISPRS.
- 2023.09: Our paper UNetFormer achieved the U.V. Helava Best Paper Award of ISPRS in 2022.
- 2022.10: Our paper (corresponding author) Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery has been accepted by IEEE GRSL.
- 2022.06: Our paper (first author) Building extraction with vision transformer has been accepted by IEEE TGRS.
- 2022.06: Our paper (first author) UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery has been accepted by ISPRS.
- 2022.01: Our paper (first author) A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images has been accepted by IEEE GRSL.
- 2022.01: Our paper (co-author) A2-FPN for semantic segmentation of fine-resolution remotely sensed images has been accepted by IJRS.
📝 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.
🎖 Honors and Awards
- 2023.09 The U.V. Helava Best Paper Award 2022 (2022年度ISPRS期刊最佳论文奖)
- 2022.12 Top Ten Academic Stars in Wuhan University (武汉大学十大“学术之星”提名奖)
- 2022.10 First Prize of Academic Innovation Award in Wuhan University (武汉大学“研究生学术创新奖”一等奖)
- 2018.09 First Prize of the 7th China Software Cup Competition (第七届中国软件杯大赛全国总决赛一等奖)
📖 Educations
- 2019.09 - 2022.12, Doctor, Photogrammetry and Remote Sensing, Wuhan University
- 2017.09 - 2019.06, Master, Software Engineering, Wuhan University
- 2013.09 - 2017.06, Bachelor, Geo-information Science, China University of Petroleum（East China)
📚 Funding
- 2024.09 - 2026.09, Natural Science Foundation of Jiangsu Province, China (江苏省自然科学基金青年项目)
- 2023.09 - 2025.09, Natural Science Foundation of the Jiangsu Higher Education Institutions of China (江苏省高等学校自然科学研究面上项目)
💻 Journal Reviewer (Selected)
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Geoscience and Remote Sensing Magazine
- IEEE Transactions on Image Processing
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Geoscience and Remote Sensing
- IEEE Transactions on Circuits and Systems for Video Technology
- IEEE Geoscience and Remote Sensing Letters
- IEEE Selected Topics in Applied Earth Observations and Remote Sensing
- ISPRS Journal of Photogrammetry and Remote Sensing
- International Journal of Applied Earth Observation and Geoinformation