
贺光华,女,1984年9月出生,银河国际
副教授,硕士生导师,主要研究方向为张量计算与机器学习。工作期间曾获得张巨昌教育奖一等奖、“最受学生爱戴的好教师”等荣誉。近年来在相关领域发表学术论文二十余篇,其中SCI收录12篇,主持或参与多项省部级科研项目。2025年9月参加国际医学图像计算与计算机辅助干预会议(MICCAI 2025),并作会议口头报告。
代表性论文:
1.Zhu H, Chen J, He G. MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation[J]. Biomedical Signal Processing and Control, 2026, 112: 108821. (中科院2区,通讯作者)
2.He G, Cheng W, Zhu H, et al. LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors[J]. Artificial Intelligence in Medicine, 2025, 170: 103254. (中科院2区TOP,第一作者)
3.He G, Cheng W, Zhu H, et al. tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention. Cham: Springer Nature Switzerland, 2025: 576-585. (医学人工智能顶会,CCF B,第一作者)
4.Zhu H, Huang Y, Yao K, et al. AttmNet: a hybrid Transformer integrating self-attention, Mamba, and multi-layer convolution for enhanced lesion segmentation[J]. Quantitative Imaging in Medicine and Surgery, 2025, 15(5): 4296. (中科院3区,通讯作者)
5.He G, Zhang G, Zhou L, et al. Deep convolutional neural network for hippocampus segmentation with boundary region refinement[J]. Medical & biological engineering & computing, 2023, 61(9): 2329-2339. (中科院2区,第一作者)