期刊论文(Google Scholar)

Lu Xiaoqiang, Li Lingling, Jiao Licheng, Liu Xu, Liu Fang, Ma Wenping, Yang Shuyuan. Uncertainty-aware semi-supervised learning segmentation for remote sensing images[J]. IEEE Transactions on Multimedia, 2025.

Gao Zihan, Li Lingling, Liu Xu, Jiao Licheng, Liu Fang, Yang Shuyuan. Uncertainty guided progressive few-shot learning perception for aerial view synthesis[J]. IEEE Transactions on Multimedia, 2024.

Li Yang, Jiao Licheng, Liu Xu, Liu Fang, Li Lingling, Chen Puhua. LGSNet: Local-global semantics learning object detection[J]. IEEE Transactions on Multimedia, 2024.

Jiao Licheng, Wang Yuhan, Liu Xu, Li Lingling, Liu Fang, Ma Wenping, Guo Yuwei, Chen Puhua, Yang Shuyuan, Hou Biao. Causal inference meets deep learning: A comprehensive survey[J]. Research, 2024, 7: 0467.

Zhang Xiaowen, Jiao Licheng, Liu Xu, Li Lingling, Liu Fang, Ma Wenping, Yang Shuyuan. Globally-aware continuous-time redistribution learning for RS image change detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024.

Jiao Licheng, Zhao Jiaxuan, Wang Chao, Liu Xu, Liu Fang, Li Lingling, Shang Ronghua, Li Yangyang, Ma Wenping, Yang Shuyuan. Nature-inspired intelligent computing: A comprehensive survey[J]. Research, 2024, 7: 0442.

Geng Xueli, Jiao Licheng, Liu Xu, Li Lingling, Chen Puhua, Liu Fang, Yang Shuyuan.‌ A Spatial--Spectral Relation-Guided Fusion Network for Multisource Optical RS Image Classification[J]. ‌IEEE Transactions on Neural Networks and Learning Systems‌, 2024.

Wu Yinan, Jiao Licheng, Liu Xu, Liu Fang, Yang Shuyuan, Li Lingling.‌ Domain adaptation-aware transformer for hyperspectral object tracking[J]. ‌IEEE Transactions on Circuits and Systems for Video Technology‌, 2024.

Yang Yuting, Jiao Licheng, Liu Xu, Liu Fang, Yang Shuyuan, Li Lingling, Chen Puhua, Li Xiufang, Huang Zhongjian. Efficient wavelet pooling with progressive learning for image classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.

Zuo Yi, Li Lingling, Liu Xu, Gao Zihan, Jiao Licheng, Liu Fang, Yang Shuyuan. Robust instance-based semi-supervised learning change detection for remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024.

Jiao Licheng, Zhang Xin, Liu Xu, Liu Fang, Yang Shuyuan, Ma Wenping, Li Lingling, Chen Puhua, Feng Zhixi, Guo Yuwei. Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.

Jiao Licheng, Huang Zhongjian, Liu Xu, Yang Yuting, Ma Mengru, Zhao Jiaxuan, You Chao, Hou Biao, Yang Shuyuan, Liu Fang. Brain-inspired Remote Sensing Interpretation: A Comprehensive Survey[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.

Jiao, Licheng and Huang, Zhongjian and Lu, Xiaoqiang and Liu, Xu and Yang, Yuting and Zhao, Jiaxuan and Zhang, Jinyue and Hou, Biao and Yang, Shuyuan and Liu, Fang. Brain-inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.

Gao Jie, Jiao Licheng, Liu Xu, Li Lingling, Chen Puhua, Liu Fang, Yang Shuyuan. Multiscale Dynamic Curvelet Scattering Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022.

Liu Mengkun, Jiao Licheng, Liu Xu, Li Lingling, Liu Fang, Zhang Xiangrong, et al. Bio-Inspired Multi-scale Contourlet Attention Networks[J]. IEEE Transactions on Multimedia, 2023.

Jie Chen, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Puhua Chen, Shuyuan Yang, Biao Hou. Hierarchical Dynamic Graph Clustering Network[J]. IEEE Transactions on Knowledge and Data Engineering, 2023.

Yang Yuting, Jiao Licheng, Liu Xu, Liu Fang, Yang Shuyuan, Li Lingling, Chen Puhua, Li Xiufang, Huang Zhongjian. Dual wavelet attention networks for image classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 33(4): 1899-1910.

Xu Liu, Yu Liu, Licheng Jiao, Lingling Li, Fang Liu, Shuyuan Yang, Biao Hou, MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection[J], IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024.

Liu Xu, Jiao Licheng, Li Lingling, Cheng Lin, Liu Fang, Yang Shuyuan, Hou Biao, Deep Multiview Union Learning Network for Multi-Source Image Classification[J]. IEEE Transactions on Cybernetics, 2022, 52(6),4534-4546.(ESI高被引论文)

Liu, Xu; Li, Lingling; Liu, Fang; Hou, Biao; Yang, Shuyuan; Jiao, Licheng. GAFnet: Group Attention Fusion Network for PAN and MS Image High-Resolution Classification, IEEE Transactions on Cybernetics, 2022, 52(10),10556-10569.(ESI热点、高被引论文)

刘旭, 李玲玲, 刘芳, 杨淑媛, 侯彪, 焦李成, 基于散射图卷积网络的PolSAR影像地物分类. 中国科学: 信息科学,  2022, 52(10): 1900-1914.

Liu Xu, Li Lingling, Liu Fang, Jiao Licheng. Scattering graph convolutional network-based PolSAR image classification (in Chinese). Sci Sin Inform, 2022, 52: 1900–1914,doi: 10.1360/SSI-2021-0126.

Liu, Xu, Jiao, Licheng; Li, Lingling; Tang Xu; Guo Yuwei. Deep Multi-Level Fusion Network for Multi-Source Image Pixel-Wise Classification, Knowledge-Based Systems, 2021, 221: 106921.

Liu Xu, Jiao Licheng, Tang Xu, Sun Qigong, Zhang Dan, Polarimetric Convolutional Network for PolSAR Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019. 57(5):3040-3054. 

Liu Xu, Jiao Licheng, Zhao Jiaqi, Zhao Jin, Zhang Dan, Liu Fang, Yang Shuyuan and Tang Xu. Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(1):461-473. 

Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang. C-CNN: Contourlet Convolutional Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(6): 2636-2649.

Jiao Licheng, Gao Jie, Liu Xu, Liu Fang, Yang Shuyuan, Hou Biao. Multi-Scale Representation Learning for Image Classification: A Survey[J]. IEEE Transactions on Artificial Intelligence, 2021.

会议论文

Zhang Dan, Liu Xu, Jiao Licheng, Liu Fang. Multi-scale co-attention learning for SAR image change detection[C]. In: 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024: 10436–10440.

Liu Xu, Liu Yu, Jiao Licheng, Li Lingling, Liu Fang, Zhang Dan, SWIN RESNET: Swin Transformers For Change Detection In Remote Sensing Images [C]//IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2023.

Liu Xu, Jiao Licheng, Fang Liu, Zhang Dan, Xin Hou. Feature Correlation Analysis Of Two-Branch Convolutional Networks For Multi-Source Image Classification [C]//IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2020.

Liu Xu, Jiao Licheng, Zhang Dan, Liu Fang, PolSAR Image Classification Based on Polarimetric Scattering Coding and Sparse Support Matrix Machine[C]//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE,  2019:3181-3184. 

Zhang Xin, Jiao Licheng, Liu Xu, Li Xiaotong, Zhang Wenhua, Zhu Hao, Zhang Jie. A Deep Learning Filter for Visual Drone Single Object Tracking[C]//European Conference on Computer Vision(ECCV). Springer, Cham, 2020: 638-650.

Zhang, Wenhua and Jiao, Licheng and Liu, Xu and Liu, Jia. Multi-Scale Feature Fusion Network for Object Detection in VHR Optical Remote Sensing Images[C]//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019: 330-333.

Sun, Qigong and Li, Xiufang and Li, Lingling and Liu, Xu and Liu, Fang and Jiao, Licheng. Semi-Supervised Complex-Valued GAN for Polarimetric SAR Image Classification[C]//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019: 3245-3248.

Wang, Zexin and Wang, Haoran and Jiao, Licheng and Liu, Xu. Semi-Supervised Pyramid Feature Co-Training Network for Lidar Data Classification[C]//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019: 2471-2474.

开源的数据集：

Liu Xu, Jiao Licheng, Liu Fang, Dan Zhang, Xu Tang. PolSF: PolSAR image dataset on San Francisco[C]//International Conference on Intelligence Science. Springer, Cham, 2022: 214-219. 

https://github.com/liuxuvip/PolSF, https://gitee.com/liuixnyu/PolSF, 百度飞浆下载链接