※教师简介

邓烨，现任西南财经大学计算机与人工智能学院副教授、硕士生导师。2023年毕业于西安交通大学，获得博士学位。邓烨主要研究方向涉及图像修复与编辑、视觉语言模型、深度学习等，在国际顶级学术会议及期刊发表多篇论文，包括ECCV、ACM MM、IEEE Transactions on Image Processing等。

欢迎对底层计算机视觉、图像生成与编辑、深度学习等方向感兴趣、自我驱动能力的学生报考课题组硕士。同时欢迎对上述科研方向感兴趣，有自我驱动能力的本科生加入课题组进行科研训练。

※研究领域

图像修复与编辑、视觉语言模型、深度学习

※职业经历

2026/1-至今 西南财经大学计算机与人工智能学院 副教授

2023/07-2025/12 西南财经大学计算机与人工智能学院 讲师

※研究成果

[1] Wenli Huang, Yang Wu, Xiaomeng Xin, Zhihong Liu, Jinjun Wang, *Ye Deng. “Task-Guided Prompting for Unified Remote Sensing Image Restoration”. IEEE Transactions on Geoscience and Remote Sensing (2025). (SCI一区，财大A2)

[2] Ye Deng, Wenli Huang, Zixin Tang and Jiang Duan. "Dual-View Prompting for Cloud Removal". IEEE Transactions on Geoscience and Remote Sensing (2025). (SCI一区，财大A2)

[3] Mang Cao, Sanping Zhou, Yizhe Li, Ye Deng, Wenli Huang, and Le Wang. "Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction". ICCV 2025. (CCF A类会议)

[4] Yang Wu, *Ye Deng, Pengna Li, Wenli Huang, Kangyi Wu, Xiaomeng Xin and Jinjun Wang. "CR-former: Single-Image Cloud Removal With Focused Taylor Attention". IEEE Transactions on Geoscience and Remote Sensing (2025). (SCI一区，财大A2)

[5] Yang Wu, *Ye Deng, Sanping Zhou, Yuhan Liu, Wenli Huang, and Jinjun Wang. "CR-former: Single-Image Cloud Removal With Focused Taylor Attention". IEEE Transactions on Geoscience and Remote Sensing (2024). (SCI一区，财大A2)

[6] Wenli Huang, *Ye Deng, Yang Wu, and Jinjun Wang. "Attentive Contextual Attention for Cloud Removal." IEEE Transactions on Geoscience and Remote Sensing (2024). (SCI一区，财大A2)

[7] Wenli Huang, Ye Deng, Siqi Hui, Yang Wu, Sanping Zhou, and Jinjun Wang. "Sparse self-attention transformer for image inpainting." Pattern Recognition (2024). (SCI一区，财大A1)

[8] Ye Deng, Siqi Hui, Sanping Zhou, Wenli Huang, and Jinjun Wang. "Context Adaptive Network for Image Inpainting." IEEE Transactions on Image Processing (2023). (SCI一区，财大A1)

[9] Ye Deng, Siqi Hui, Rongye Meng, Sanping Zhou, and Jinjun Wang. "Hourglass attention network for image inpainting." ECCV 2022. (CCF B类会议)

[10] Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, and Jinjun Wang. "T-former: An efficient transformer for image inpainting." ACM MM 2022. (CCF A类会议)

[11] Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, and Jinjun Wang. "Learning contextual transformer network for image inpainting." ACM MM 2021. (CCF A类会议)

[12] Ye Deng, and Jinjun Wang. "Image inpainting using parallel network." ICIP 2020. (CCF C类会议)

主要科研项目

[1] 国家重点研发计划重点专项，2017YFA0700800，下一代深度学习理论、方法与关键技术，2018 至 2023，主研，在研