博士，教授，博士生导师，IEEE Senior Member, 入选云南省科技兴滇创新人才计划“教学名师”,入选云南大学“中青年骨干教师培养计划”。获比利时鲁汶大学硕士学位，美国田纳西大学访问学者。

主要从事人工智能、模式识别和图像处理方面的研究工作。主持及参与各类科研项目近20余项，其中主持国家自然科学基金项目2项；发表学术论文100余篇，其中SCI EI检索70余篇。近三年以通信作者及第一作者发表SCI及EI期刊论文38篇，累计影响因子116.131。出版教材专著4部，获得云南省自然科学进步二等奖1项。申请国家发明专利5项，授权计算机软件著作权3项，指导本科生生参加美国及全国数学建模竞赛获国际、国家及省级奖120余项，获云南大学“伍达观优秀教师奖”。长期担任国际SCI高质量期刊Knowledge-Based Systems、IEEE Transactions on Circuits and Systems for Video Technology、Applied Intelligence、Expert Systems with Applications等30余个国际期刊的审稿人或编辑。

1. Guanbo Wang, Haiyan Li*, Shuhua Ye, Hongzhi Zhao, Hongwei Ding and Shidong Xie. RFWNet: A Multi-scale Remote Sensing Forest Wildfire Detection Network with Digital Twinning Adaptive Spatial Aggregation and Dynamic Sparse Features, IEEE Transactions on Geoscience and Remote Sensing.2024, 3412112. doi: 10.1109/TGRS.2024.3412112（SCI 中科院一区TOP IF=8.5 ）

2. Guanbo Wang, Haiyan Li*,Victor Sheng, Yujun Ma, Hongwei Ding and Hongzhi Zhao, DPMNet: A Remote Sensing Forest Fire Real-time Detection Network Driven by Dual Pathways and Multidimensional Interactions of Features, IEEE Transactions on Circuits and Systems for Video Technology.2024, 3462432 doi: 10.1109/TCSVT.2024.3462432.（SCI 中科院一区TOP IF=8.3 ）

3. Guanbo Wang, Haiyan Li*, Peng Li, Xun Lang, Yanling Feng, Zhaisehng Ding, Shidong Xie, M4SFWD: A Multi-Faceted synthetic dataset for remote sensing forest wildfires detection, Expert Systems with Applications, Volume 248(15), 2024, 123489, https://doi.org/10.1016/j.eswa.2024.123489. （SCI 中科院一区TOP IF=8.5 ）

4. Haiyan Li, Zhixin Wang, Zheng Guan, Jiarong Miao, Weihua Li, Pengfei Yu, Carlos Molina Jimenez, UCFNNet: Ulcerative colitis evaluation based on fine-grained lesion learner and noise suppression gating, Computer Methods and Programs in Biomedicine, Volume 247, 2024, 108080, https://doi.org/10.1016/j.cmpb.2024.108080. （SCI 中科院二区TOP IF=6.1 ）

5. Haiyan Li, Renchao Qiao, Pengfei Yu*, Haijiang Li, Mingchuan Tan, CTHD-Net: CNN-Transformer hybrid dehazing network via residual global attention and gated boosting strategy, Journal of Visual Communication and Image Representation, Volume 99, 2024, 104066, https://doi.org/10.1016/j.jvcir.2024.104066. （SCI 中科院四区 IF=2.8 ）

6. Shidong Xie, Haiyan Li*, Zhengyu Wang, Dongming Zhou, Zhaisheng Ding, Yanyu Liu, progressive series-parallel modality feature filtering framework for infrared and visible image fusion. Digital Signal Processing, 134,2023,103881, https://doi.org/10.1016/j.dsp.2022.103881.（SCI 中科院三区 IF=2.920 ）

7. Zhaisheng Ding, Haiyan Li*, Dongming Zhou,Yanyu Liu, Ruichao Hou. Multi-spectral color vision fusion jointly with two-stream feature interaction and color transformation network, Digital Signal Processing, 133,2023,103875, https://doi.org/10.1016/j.dsp.2022.103875. （SCI 中科院三区 IF=2.920 ）

8. Haiyan Li, Yingqing Song, Haijiang Li, Zhengyu Wang, Semantic Prior-driven Fused Contextual Transformation Network for Image Inpainting, Journal of Visual Communication and Image Representation,91,2023,103777, https://doi.org/10.1016/j.jvcir.2023.103777.  （SCI 中科院三区 IF= 2.887 ） 

9. Zhaisheng Ding, Haiyan Li*, Yi Guo, Dongming Zhou, Yanyu Liu, Shidong Xie. M4FNet: Multimodal medical image fusion network via multi-receptive-field and multi-scale feature integration, Computers in Biology and Medicine. Vol.159,2023, 106923, https://doi.org/10.1016/j.compbiomed.2023.106923. (SCI  中科院 一区 IF=6.698)

10. Haiyan Li, Lei Yang, Jiarong Miao, Pengfei Yu and Fuhua Ge，MCE-Net: polyp segmentation with multiple branch series-parallel attention and channel interaction via edge distribution guidance, Physics in medicine and biology (2023) 68(13). https://doi.org/10.1088/1361-6560/ac8b60 (SCI  中科院 二区 IF=4.174）

11. Haiyan Li, Zhixin Wang, Wei Shen*, Huilin Li, Hongsong Li, Pengfei Yu, SSCK-Net: Spine segmentation in MRI based on cross attention and key-points recognition-assisted learner, Biomedical Signal Processing and Control, Volume 86, Part C, 2023, 105278, https://doi.org/10.1016/j.bspc.2023.105278. （SCI 中科院二区 IF=5.076）

12. Haiyan Li, Peng Zeng, Chongbin Bai, Wei Wang*, Ying Yu, Pengfei Yu, PMJAF-Net: Pyramidal multi-scale joint attention and adaptive fusion network for explainable skin lesion segmentation, Computers in Biology and Medicine, Volume 165,2023, 107454, https://doi.org/10.1016/j.compbiomed.2023.107454. ( SCI  中科院一区 IF=6.698)

13. Haiyan Li, Jiayu Ding, Xin Shi*, Qi Zhang, Pengfei Yu and Hongsong Li2, D-SAT: dual semantic aggregation transformer with dual attention for medical image segmentation, Physics in medicine and biology (2023) 68(14). https://doi.org/10.1088/1361-6560/acf2e5 (SCI  中科院二区 TOP IF=4.174）

14. Haiyan Li, Yongqiang Han, Lei Guo, Mingchuan Tan, Liping Zhou, LKDA-GAN: Cross-modality image synthesis via Generative Adversarial Network aggregating large kernel decomposable attention bottleneck block, Computer Vision and Image Understanding, Vol. 237,2023, 103856, ,https://doi.org/10.1016/j.cviu.2023.103856.  (SCI  中科院 三区 IF=4.5）

15. Haiyan Li, Yongqiang Han, Jun Chang, Liping Zhou, Hybrid generative adversarial network based on a mixed attention fusion module for multi‑modal MR image synthesis algorithm. International Journal of Machine Learning and Cybernetics, 2023, https://doi.org/10.1007/s13042-023-02019-w (SCI中科院三区 IF=4.5）

16. Haiyan Li, Peng Shaoling, Lang Xun*, Ye Shuhua, Li Hongsong. Spatial-guided informative semantic joint transformer for single-image deraining. Journal of Supercomputing, (2023). https://doi.org/10.1007/s11227-023-05697-z ( SCI 中科院三区 IF=3.3)

17.HaiyanLi, Wang Xu, Tang Yiyin*, Ye Shuhua. BCUIS-Net: A breast cancer ultrasound image segmentation network via boundary-aware and shape feature fusion. International Journal of Imaging Systems and Technology. 2023:e23011. http://doi.org/10.1002/ima.23011 ( SCI  中科院四区 IF=3.3)

18. Ding, Zhaisheng, Li, Haiyan*(通信作者), Zhou Dongming.et al. A robust infrared and visible image fusion framework via multi-receptive-field attention and color visual perception. Applied Intelligence (2022). https://doi.org/10.1007/s10489-022-03952-z    (SCI中科院二区 IF=5.019）

19. Li Haiyan, Li Wenqing, Chang Jun*, Zhou Liping, et al. Dermoscopy lesion classification based on GANs and a fuzzy rank based ensemble of CNN models. Physics in medicine and biology (2022). https://doi.org/10.1088/1361-6560/ac8b60 (SCI 中科院 二区TOP IF=4.174） 

20. Haiyan Li , Xiaofang Dong , Wei Shen * , Fuhua Ge , Hongsong Li. Resampling-based cost loss attention network for explainable imbalanced diabetic retinopathy grading. Computers in Biology and Medicine.149 (2022) 105907. https://doi.org/10.1016/j.compbiomed.2022.105970.( SCI中科院一区 IF=6.698)

21. Jiting Yang1†¹, Haiyan Li1^†1, Jun Wu* , Liang Sun*, Dan Xu, Yuanyuan Wang, Yufeng Zhang, Yue Chen, Lin Chen, Pore texture analysis in automated 3D breast ultrasound images for implanted lightweight hernia mesh identification: a preliminary study, Biomedical engineering online,2021.3,20(21):1-21. (SCI EI 中科院三区 IF= 3.9)

22. Zhaisheng Ding , Dongming Zhou , Haiyan Li *, Ruichao Hou , Yanyu Liu， Siamese networks and multi-scale local extrema scheme for multimodal brain medical image fusion，Biomedical Signal Processing and Control,68 (2021): 102697. https://doi.org/10.1016/j.bspc.2021.102697 （SCI 中科院二区 IF=5.076）

23. Zhaisheng Ding, Haiyan Li*, Dongming Zhou, Hongsong Li, Yanyu Liu, Ruichao Hou,  CMFA_Net: A Cross-Modal Feature Aggregation Network for Infrared-visible Image Fusion, Infrared Physics & Technology. 118 (2021), 1-13 doi: https:// doi.org/10.1016/j.infrared.2021.103905. （SCI JCR二区 IF=2.997）

24.李海燕,晁艳静,李海江，郭磊，李红松.并行生成卷积网络图像修复算法[J].国防科技大学学报,2023,45(03):127-135. （EI期刊）

25. 李海燕,熊立昌,郭磊等.基于U-net边缘生成和超图卷积的两阶段修复算法[J].东北大学学报(自然科学版),2023,44(03):331-339. （EI期刊）

26.李海燕,尹浩林,李鹏,周丽萍.基于密集特征推理及混合损失函数的修复算法[J].华南理工大学学报(自然科学版),2023,51(09):99-109. （EI期刊）

27. 李海燕,尹浩林,钟杏苑，张榆锋.基于改进知识一致性注意力的图像修复算法[J].华中科技大学学报(自然科学版),2023,51(09):110-117. https://doi.org/10.13245/j.hust.238196. （EI期刊）

28. 李海燕,宋应清,郭磊，周丽萍，陈泉.基于残差变换器的并行傅里叶卷积修复算法[J].湖南大学学报(自然科学版),2023,50(08):42-51. https://doi.org/10.16339/j.cnki.hdxbzkb.2023276. （EI期刊）

29. 李海燕,晁艳静,余鹏飞，上下文信息多样聚合的图像修复算法[J].北京邮电大学学报,2023,46(01):19-25.https://link.cnki.net/doi/10.13190/j.jbupt.2021-317. （EI期刊）

30. 李海燕，黄和富，郭磊，李海江，陈建华，李红松，基于残缺图像样本的生成对抗网络图像修复方法，北京航空航天大学学报（自然科学版 ），47（10）：1949-1954. 2021.10, 1001-5965 doi 10.13700/j.bh.1001-5965.2020.0374.(EI期刊)

31 . 李海燕，吴自莹，吴俊，李海江，李红松，基于双网络及多尺度判决器的图像修复算法，工程科学与技术，54（5）：240-248，2022.9  (EI期刊) 

32. 李海燕; 马艳; 李海江; 郭磊; 李红松，基于改进AlexNet的可变形卷积皮肤病变识别算法，北京理工大学学报，2022,42(03)：297-303.DOI：10.15918/j.tbit1001-0645.2020.242 (EI期刊)

33. 李海燕 ，陈杰 ，余鹏飞 ,*，李海江 ，张榆锋 ，双重模态文本引导的图像修复算法，北京航空航天大学学报(EI期刊)

34. 李海燕,吴自莹,郭 磊,陈建华, 基于混合空洞卷积网络的多鉴别器图像修复, 华中科技大学学报（自然科学版），2021.3，49(3),pp.40-45. (EI期刊)  

35. 李海燕,马艳,郭磊*,李海江,陈建华,李红松. 基于双判别生成对抗网络的不规则孔洞的图像修复[J]. 西北工业大学学报. 2021.4. 39(2):423-429 (EI期刊)

36. 李海燕，王伟华，郭磊，李海江，李红松. BDCN和U-net边缘生成两阶段修复算法. 北京邮电大学学报. 44（5）：125-130， 2021.11. (EI期刊)

37. 李海燕; 王伟华; 郭磊*; 周丽萍. 基于双转移网络的深度特征重排图像修复算法. 华中科技大学学报（自然科学版），2021.7，49(7),pp.74-78. (EI期刊)  CN: 42-1673/C  DOI: 10.13245/j.hust.200505  (EI期刊)

News!

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祝贺2022级优秀博士王冠博获得国家奖学金，优秀硕士毛旭获得云南省政府奖学金。

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2. 2020.1-2024.12 云南省万人计划“云岭教学名师”。