研究领域
端侧感知：SAR目标检测，图像/视频增强
教育背景
2016.09-2021.06，西安电子科技大学 电子科学与技术专业，博士, 导师：高新波教授、李洁教授
2012.09-2016.06，河北工业大学 通信工程专业，学士
工作经历
2024.01至今，北京师范大学人工智能学院，讲师
2021.06-2024.01，北京师范大学人工智能学院，（励耘）博士后，合作导师：黄华 教授
主持科研项目
2025-2027 xxx项目，140万元
2024-2026 中央高校基本科研业务费，10万元
2023-2025 国家自然科学基金青年项目，30万元（已结题）
奖励和荣誉
2024-2026年度北京科协青年人才托举工程
2024年北京师范大学第十九届青年教师教学基本功比赛二等奖
2024年第十届北京市大学生生物学竞赛一等奖（指导教师）
学术代表成果
1. Yuanfei Huang, Hua Huang. Tackling Ill-posedness of Reversible Image Conversion with Well-posed Invertible Network[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026. (CCF A类期刊，IF=18.6, SCI一区)
2. Yuanfei Huang, Hua Huang. Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer[J]. International Journal of Computer Vision (IJCV), 2025, 133: 7591–7611. (CCF A类期刊，IF=9.5, SCI一区)
3. Yihang Huang, Yuanfei Huang✉, Junhui Lin, Hua Huang. DeflareMamba: Hierarchical Vision Mamba for Contextually Consistent Lens Flare Removal[C]. ACM Multimedia, 2025, Pages 8028 - 8037. (CCF A类会议)
4. Jinyi Qiu, Yuanfei Huang, Hua Huang. Infrared Video Dynamic Range Compression Based on Global and Local Temporal Coherence[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025, 63: 5006412. (CCF B类期刊，IF=8.6, SCI一区)
5. Shijie Wang, Yuanfei Huang, Ping Wang, Lei Lu, Hua Huang. Optical-to-SAR Domain Adaptation with Inversion Regularization for Unsupervised Ship Detection[J]. Knowledge-Based Systems, 2025: 115044. (IF=7.6, SCI一区)
6. Yuanfei Huang, Jie Li, Yanting Hu, Hua Huang, Xinbo Gao. Deep Convolution Modulation for Image Super-resolution[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024, 34(5): 3647-3662. (CCF B类期刊，IF=11.1, SCI一区)
7. 黄源飞, 黄华. 非制冷红外无挡片非均匀性校正方法[J].电子与信息学报, 2024, 46(5): 2198-2216. (CCF T1类期刊)
8. Jinyi Qiu, Zhan Wang, Yuanfei Huang, Hua Huang. Infrared Image Dynamic Range Compression Based on Adaptive Contrast Adjustment and Structure Preservation[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024, 62: 1-12, Art no. 5006512. (CCF B类期刊，IF=8.6, SCI一区)
9. Yuanfei Huang, Jie Li, Yanting Hu, Xinbo Gao, Hua Huang. Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45(5): 6495-6510. (CCF A类期刊，IF=18.6, SCI一区)
10. Yanting Hu, Yuanfei Huang✉, Kaibing Zhang. Multi-scale Information Distillation Network for Efficient Image Super-resolution[J]. Knowledge-Based Systems, 2023, 275：1-14. (IF=7.6, SCI一区)
11.Yanting Hu, Jie Li, Yuanfei Huang, Xinbo Gao. Image Super-Resolution With Self-Similarity Prior Guided Network and Sample-Discriminating Learning[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022, 32(4): 1966-1985. (CCF B类期刊，IF=11.1, SCI一区)
12. Yuanfei Huang, Jie Li, Xinbo Gao, Yanting Hu, Wen Lu. Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution[J]. IEEE Transactions on Image Processing (TIP), 2021, 30: 2325-2339. (CCF A类期刊，IF=13.7, SCI一区)
13. Lize Zhang, Wen Lu, Yuanfei Huang, Xiaopeng Sun, Hongyi Zhang. Unpaired Remote Sensing Image Super-Resolution with Multi-Stage Aggregation Networks[J]. Remote Sensing, 2021, 13(16): 3167. (IF=4.1, SCI二区)
14. Yuanfei Huang, Jie Li, Xinbo Gao, Wen Lu, Yanting Hu. Improving Image Super-resolution via Feature Re-balancing Fusion[C]. In IEEE International Conference on Multimedia and Expo (ICME), 2019: 580-585. (CCF B会议, Oral)
15. Yuanfei Huang, Xiaopeng Sun, Wen Lu, Jie Li, Xinbo Gao. Un-Paired Real World Super-Resolution with Degradation Consistency[C]. In IEEE/CVF International Conference on Computer Vision Workshop, 2019: 3458-3466. (国际挑战赛2nd place)
16. Yanting Hu, Jie Li, Yuanfei Huang, Xinbo Gao. Channel-Wise and Spatial Feature Modulation Network for Single Image Super-Resolution[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019, 30(11): 3911-3927. (CCF B类期刊，IF=11.1, SCI一区)
17. Furui Bai, Wen Lu, Yuanfei Huang, Lin Zha, Jiacheng Yang. Densely Convolutional Attention Network for Image Super-resolution[J]. Neurocomputing, 2019, 368: 25-33. (IF=6.5, SCI二区)
18. Yuanfei Huang, Jie Li, Xinbo Gao, Lihuo He, Wen Lu. Single Image Super-resolution via Multiple Mixture Prior Models[J]. IEEE Transactions on Image Processing (TIP), 2018, 27(12): 5904-5917. (CCF A类期刊, IF=13.7, SCI一区)
