一、基本信息
出生年月：1992年2月
职称：特设研究员
最高学位：博士
主要研究方向：多模态学习-利用深度学习探究多模态信息（如自然图像、无人机遥感图像、医学超声图像、文本、声音等），提高机器对世界的感知与认知能力
导师类别（专硕、学硕、博导）：专硕、学硕
工作单位：武汉理工大学计算机与人工智能学院
邮箱：chenyaxiong@whut.edu.cn
二、近期代表性学术成果
1.Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Yi Rong, "Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth," in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7601-7610.(CCF A类)
2.Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Fei Du, Weihua Chen, Fan Wang, Yi Rong, " SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models,"NeurIPS 2024(CCF A类)
3.Y. Chen, S. Xiong, L. Mou and X. Zhu, "Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval,"IEEE Transactions on Geoscience and Remote Sensing,vol. 60, pp. 1-14 ,2022.(SCI一区)
4.Y. Chen and X. Lu, "Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning," IEEE Transactions on Cybernetics, vol. 51, no. 12, pp. 6240-6252, 2021.(SCI一区)
5.Y. Chen, J. Huang, S. Xiong and X. Lu, "Fine Aligned Discriminative Hashing for Remote Sensing Image-Audio Retrieval,"IEEE Transactions on Geoscience and Remote Sensing, vol. 61,pp. 1-12 , 2023.(SCI一区)
6.Y. Chen, Y. Wang, S. Xiong, X. Lu, X. X. Zhu and L. Mou, "Integrating Detailed Features and Global Contexts for Semantic Segmentation in Ultrahigh-Resolution Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024.(SCI一区)
7.Y. Chen, J. Huang, S. Xiong and X. Lu, "Integrating Multisubspace Joint Learning With Multilevel Guidance for Cross-Modal Retrieval of Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-17, 2024.(SCI一区)
8.Y. Chen, J. Huang, X. Li, S. Xiong and X. Lu, "Multiscale Salient Alignment Learning for Remote-Sensing Image–Text Retrieval," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024.(SCI一区)
9.Y. Chen, Z. Zhang, L. Dong, S. Xiong and X. Lu, "A Joint Saliency Temporal–Spatial–Spectral Information Network for Hyperspectral Image Change Detection," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024.(SCI一区)
10.B. Zhang, Y. Chen, Z. Li, S. Xiong and X. Lu, "SANet: A Self-Attention Network for Agricultural Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024.(SCI一区)
11.Y. Zhao, Y. Chen, Y. Rong, S. Xiong and X. Lu, "Global-Group Attention Network With Focal Attention Loss for Aerial Scene Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024.(SCI一区)
12.Y. Zhao, Y. Chen, S. Xiong, X. Lu, X. X. Zhu and L. Mou, "Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024.(SCI一区)
13.Z. Sun, Y. Chen and S. Xiong, "SSAT++ : A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint," IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, 2023. (SCI一区)
14.J. Huang, Y. Chen, S. Xiong and X. Lu, "Self-Supervision Interactive Alignment for Remote Sensing Image–Audio Retrieval," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-14, 2023.(SCI一区)
15.B. Zhang, Y. Chen, Y. Rong, S. Xiong and X. Lu, "MATNet: A Combining Multi-Attention and Transformer Network for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-15, 2023.(SCI一区)
16.X. Lu, Y. Chen and X. Li, "Discrete Deep Hashing With Ranking Optimization for Image Retrieval, " IEEE Transactions on Neural Networks and Learning Systems, vol. 31,no. 6,pp. 2052-2063,2020. (SCI一区)
17.X. Lu, Y. Chen and X. Li, "Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval," IEEE Transactions on Neural Networks and Learning Systems, vol. 31,no. 8,pp. 3032-3046,2020. (SCI一区)
18.Z. Sun, Y. Chen and S. Xiong, "SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal," in Proceedings of AAAI Conference on Artificial Intelligence, pp. 2325-2334,2022.(CCF A类)
19.Y. Rong, X. Lu, Z. Sun, Y. Chen and S. Xiong, "ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning," in Proceedings of AAAI Conference on Artificial Intelligence,2023, pp. 9596-9605. (CCF A类)
20.Y. Chen, C. Du, Y. Zi, S. Xiong and X. Lu, "Scale-Aware Adaptive Refinement and Cross-Interaction for Remote Sensing Audio-Visual Cross-Modal Retrieval," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024.(SCI一区)
21. Y. Zhao, Y. Chen, Y. Rong and S. Xiong, "Progressive Language-Aware Encoding and Decoding for Referring Expression Comprehension," Science China-Information Sciences，2025，(CCF A类)
22.Y. Chen, J. Huang, Z. Sun, S. Xiong and X. Lu, "Thread the Needle: Cues-Driven Multiassociation for Remote Sensing Cross-Modal Retrieval," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024.(SCI一区)
23.B. Zhang, Y. Chen, S. Xiong and X. Lu, "Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network," IEEE Transactions on Image Processing, vol. 34, pp. 899-913, 2025(CCF A类)
24. Y. Chen, Z. Ye, H. Sun, T. Gong, S. Xiong and X. Lu, "Global–Local Fusion With Semantic Information Guidance for Accurate Small Object Detection in UAV Aerial Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-15, 2025.(SCI一区)
25.Zhaoyang Sun, Fei Du, Weihua Chen, Fan Wang, Yaxiong Chen, Yi Rong, Shengwu Xiong, "RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation," AAAI, 2025(CCF A类)