代表性学术论文
2024
- Yuwei Guo, Wenhao Zhang, Yupeng Gao, Licheng Jiao, Shuo Wang, Jiabo Du, Fang Liu. Revisiting non-learned operators based deep learning for image classification: a lightweight directional-aware network [J]. Artificial Intelligence Review, 2024, 58(2): 40.
- Shuang Wang, Zhuangzhuang Sun, Tianquan Bian, Yuwei Guo, Linwei Dai, Yanhe Guo, Licheng Jiao. CDFNet: Cross-Domain Feature Fusion Network for PolSAR Terrain Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024.
- Licheng Jiao, Xue Song, Chao You, Xu Liu, Lingling Li, Puhua Chen, Xu Tang, Zhixi Feng, Fang Liu, Yuwei Guo, Shuyuan Yang, Yangyang Li, Xiangrong Zhang, Wenping Ma, Shuang Wang, Jing Bai, Biao Hou. AI meets physics: a comprehensive survey[J]. Artificial Intelligence Review, 2024, 57(9): 256.
- Yang Liu, Fang Liu, Licheng Jiao, Qianyue Bao, Lingling Li, Yuwei Guo, Puhua Chen. A knowledge-based hierarchical causal inference network for video action recognition[J]. IEEE Transactions on Multimedia, 2024.
- Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang, Yuwei Guo, Puhua Chen. C^{2} N^{2} : Complex-Valued Contourlet Neural Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 4478-4491.
- Zihan Gao, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Puhua Chen, Yuwei Guo. Multiplane prior guided few-shot aerial scene rendering[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024: 5009-5019.
2023
- Licheng Jiao, Zhongjian Huang, Xiaoqiang Lu, Xu Liu, Yuting Yang, Jiaxuan Zhao, Jinyue Zhang, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Xiangrong Zhang, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng. Brain-inspired remote sensing foundation models and open problems: A comprehensive survey[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 10084-10120.
- Licheng Jiao, Xin Zhang, Xu Liu, Fang Liu, Shuyuan Yang, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Yuwei Guo, Xu Tang, Biao Hou, Xiangrong Zhang, Jing Bai, Dou Quan, Junpeng Zhang. 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, 16: 1-45.
- Shuo Li, Fang Liu, Zehua Hao, Licheng Jiao, Xu Liu, Yuwei Guo. MinEnt: Minimum entropy for self-supervised representation learning[J]. Pattern Recognition, 2023, 138: 109364.
- Licheng Jiao, Zhongjian Huang, Xu Liu, Yuting Yang, Mengru Ma, Jiaxuan Zhao, Chao You, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Xiangrong Zhang, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng. Brain-inspired remote sensing interpretation: A comprehensive survey[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 2992-3033.
2022
- Yuwei Guo, Licheng Jiao, Rong Qu, Zhuangzhuang Sun, Shuang Wang, Shuo Wang, Fang Liu. Adaptive fuzzy learning superpixel representation for PolSAR image classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60.
- Shuang Wang, Dong Zhao, Chi Zhang, Yuwei Guo, Qi Zang, Yu Gu, Yi Li, Licheng Jiao. Cluster alignment with target knowledge mining for unsupervised domain adaptation semantic segmentation[J]. IEEE Transactions on Image Processing, 2022, 31: 7403-7418.
- Wenping Ma, Na Li, Hao Zhu, Licheng Jiao, Xu Tang, Yuwei Guo, Biao Hou. Feature split–merge–enhancement network for remote sensing object detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-17.
2021
- Xu Liu, Licheng Jiao, Lingling Li, Xu Tang, Yuwei Guo. Deep multi-level fusion network for multi-source image pixel-wise classification[J]. Knowledge-Based Systems, 2021, 221: 106921.
- Yuanhao Cui, Fang Liu, Licheng Jiao, Yuwei Guo, Xuefeng Liang, Lingling Li, Shuyuan Yang, Xiaoxue Qian. Polarimetric multipath convolutional neural network for PolSAR image classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-18.
- Xiaoxue Qian, Fang Liu, Licheng Jiao, Xiangrong Zhang, Yuwei Guo, Xu Liu, Yuanhao Cui. Ridgelet-nets with speckle reduction regularization for SAR image scene classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(11): 9290-9306.
2020
- Yuwei Guo, Zhuangzhuang Sun, Rong Qu, Licheng Jiao, Fang Liu, Xiangrong Zhang. Fuzzy superpixels based semi-supervised similarity-constrained CNN for PolSAR image classification[J]. Remote Sensing, 2020, 12(10): 1694.
- Jingyi Ding, Wenjing Sun, Jianshe Wu, Yuwei Guo. Influence maximization based on the realistic independent cascade model[J]. Knowledge-Based Systems, 2020, 191: 105265.
2020年以前
- Jinliang An, Yuzhen Song, Yuwei Guo, Xiaoxiao Ma, Xiangrong Zhang. Tensor Discriminant Analysis via compact feature representation for hyperspectral images dimensionality reduction[J]. Remote Sensing, 2019, 11(15): 1822.
- Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu, Wenqiang Hua. Fuzzy superpixels for polarimetric SAR images classification[J]. IEEE Transactions on Fuzzy Systems, 2018, 26(5): 2846-2860.
- Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu. Fuzzy sparse autoencoder framework for single image per person face recognition[J]. IEEE transactions on cybernetics, 2017, 48(8): 2402-2415.
- Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu, Kaixuan Rong, Tao Xiong. A novel dynamic rough subspace based selective ensemble[J]. Pattern Recognition, 2015, 48(5): 1638-1652.
- Kun Liu, Yuwei Guo, Shuang Wang, Linsheng Wu, Bo Yue, Biao Hou. Semi-supervised learning based on improved co-training by committee[C]//Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques: 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II 5. Springer International Publishing, 2015: 413-421.