2026年（*为通讯作者）

[1] Wen-Shuai Hu, Wei Li, Heng-Chao Li*, Xudong Zhao, Mengmeng Zhang, and Ran Tao, Unsupervised Domain Adaptation with Extended Multimodal LSTM for End-to-end Classification of Multisource Remote Sensing Data, IEEE Transactions on Geoscience and Remote Sensing, vol. 64, pp. 1-17, 2026, Art no. 4408117. [PDF] [Code]

2025年（*为通讯作者）

[1] Wen-Shuai Hu, Wei Li*, Heng-Chao Li, Feng-Hua Huang, and Ran Tao, Global Clue-Guided Cross-Memory Quaternion Transformer Network for Multisource Remote Sensing Data Classification, IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 4, pp. 7357-7371, April 2025, doi: 10.1109/TNNLS.2024.3406735. [PDF] [Code]

[2] Wen-Shuai Hu, Wei Li, Heng-Chao Li, Xudong Zhao, Mengmeng Zhang*, and Ran Tao, Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data, IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-17, 2025, Art no. 4409917, doi: 10.1109/TGRS.2025.3566305. [PDF] [Code]

[3] Wen-Shuai Hu, Wei Li, Heng-Chao Li, Feng-Hua Huang*, and Ran Tao, Language Dynamic-Guided Spatial-Spectral Network for Cross-Domain Few-Shot Hyperspectral Image Classification, Chinese Journal of Electronics, vol. 34, no. 6, pp. 1845-1860, November 2025, doi: 10.23919/cje.2024.00.310. [PDF]

[4] Haipeng Liu, Zhen Ye,* Wen-Shuai Hu*, Zhan Cao, and Wei Li, Spatial–Spectral Hierarchical Multiscale Transformer-Based Masked Autoencoder for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 12150-12165, 2025, doi: 10.1109/JSTARS.2025.3565652. [PDF]

[5] Xudong Zhao, Qi Ming, Yixiao Yang, Wen-Shuai Hu, Wei Li, and Ran Tao, Chirplet Fourier Analysis Network for Cross-Scene Classification of Multisource Remote Sensing Data, IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-14, 2025, Art no. 5534114, doi: 10.1109/TGRS.2025.3638009. [PDF]

2024年（*为通讯作者）

[1] 胡文帅, 李伟, 李恒超, 张蒙蒙,  陶然. 基于张量空谱卷积长短时记忆网络的遥感图像分类模型[J]. 指挥与控制学报, 2024, 10(4): 458-468. [PDF]

2022年（*为通讯作者）

[1] Heng-Chao Li, Wen-Shuai Hu*, Wei Li, Jun Li, Qian Du, and Antonio Plaza, A³CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification, IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 2, pp. 747-761, February 2022, doi: 10.1109/TNNLS.2020.3028945. [PDF] [Code] (ESI Highly Cited Paper)

[2] Wen-Shuai Hu, Heng-Chao Li*, Rui Wang, Feng Gao, Qian Du, and Antonio Plaza, Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-17, 2022, Art no. 5533017, doi: 10.1109/TGRS.2022.3188791. [PDF] 

[3] Heng-Chao Li, Shuang-Shuang Li, Wen-Shuai Hu*, Jun-Huan Feng, Wei-Wei Sun, and Qian Du, Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 5504405, doi: 10.1109/LGRS.2021.3064349.  [PDF]

[4] Jing-Yu Yang, Heng-Chao Li*, Wen-Shuai Hu, Lei Pan, and Qian Du, Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 6004705, doi: 10.1109/LGRS.2021.3131615.  [PDF]

[5] Yu-Shi Guo, Heng-Chao Li, Wen-Shuai Hu, and Wei-Ye Wang, SAR Image Data Augmentation via Residual and Attention-Based Generative Adversarial Network for Ship Detection, in Proc. IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 439-442, doi: 10.1109/IGARSS46834.2022.9884798.  [PDF]

[6] Ze-Chen Li, Heng-Chao Li, Wen-Shuai Hu, and Lei. Pan, Spatially Variant Gamma-WMM with Extended Variational Inference for Unsupervised PolSAR Classification, in Proc. IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 2550-2553, doi: 10.1109/IGARSS46834.2022.9884637.  [PDF]

2021年（*为通讯作者）

[1] Wen-Shuai Hu, Heng-Chao Li*, Yang-Jun Deng, Xian Sun, Qian Du, and Antonio Plaza, Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Signal Processing, vol. 15, no. 3, pp. 734-745, April 2021, doi: 10.1109/JSTSP.2021.3063805. [PDF]

[2] Yun-Cheng Li, Heng-Chao Li*, Wen-Shuai Hu*, and Hui-Ling Yu, DSPCANet: Dual-Channel Scale-Aware Segmentation Network With Position and Channel Attentions for High-Resolution Aerial Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 8552-8565, 2021, doi: 10.1109/JSTARS.2021.3102137.[PDF]

[3] 李泽琛, 李恒超, 胡文帅, 杨金玉, 华泽玺*. 多尺度注意力学习的Faster R-CNN口罩人脸检测模型[J]. 西南交通大学学报, 2021, 56(5): 1002-1010.  [PDF]

[4] Tian-Yu Ma, Heng-Chao Li, Ze-Chen Li, Shuang-Shuang Li, Wen-Shuai Hu, and Fang Zhang, Channel Attention-Driven Recurrent Feedback Neural Network for Ship Detection in SAR Images, in Proc. CIE International Conference on Radar (Radar), Haikou, Hainan, China, 2021, pp. 2500-2504, doi: 10.1109/Radar53847.2021.10028381.  [PDF]

2020年（*为通讯作者）

[1] Wen-Shuai Hu, Heng-Chao Li*, Lei Pan, Wei Li, Ran Tao, and Qian Du, Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 6, pp. 4237-4250, June 2020, doi: 10.1109/TGRS.2019.2961947. [PDF] [Code] (ESI Highly Cited Paper)

[2] Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, and William J. Emery, Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory, in Proc. IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, 2020, pp. 858-861, doi: 10.1109/IGARSS39084.2020.9324095. [PDF]