陆玉武

职称：博士,硕导

51五湖四取四海之财

Email: luyuwu2008@163.com

个人简历

陆玉武，博士，IEEE会员，中国人工智能学会会员，博士毕业于哈尔滨工业大学，清华大学博士后，于2015-2017年在香港理工大学从事助理研究员。已发表SCI论文20余篇，主持国家项目两项，广东省项目三项。

研究领域

  图像分类，人脸识别，迁移学习，领域自适应，低秩表达与非负矩阵分解，深度学习，主动学习

代表性论文

[1]Y. Lu, W. Wang, B. Zeng, et al. Canonical Correlation Analysis With Low-Rank Learning for Image Representation. IEEE Transactions on Image Processing, vol. 31, pp. 7048-7062, 2022. (IF: 11.041, 中科院大类一区，CCF A，Top)

[2]Y. Lu, Q. Zhu, B. Zhang, et al. Weighted Correlation Embedding Learning for Domain Adaptation. IEEE Transactions on Image Processing, vol. 31, pp. 5303-5316, 2022. (IF: 11.041, 中科院大类一区，CCF A，Top)

[3]Y. Lu, D. Li, W. Wang, et al. Discriminative Invariant Alignment for Unsupervised Domain Adaptation. IEEE Transactions on Multimedia, vol. 24, pp. 1871-1882, 2022. (IF: 8.182, 中科院大类一区，CCF B，Top)

[4]Y. Lu, W. Wang, C, Yuan, et al. Manifold Discriminative Transfer Learning for Image Classification. IEEE Transactions on Multimedia, vol. 23, pp. 2056-2070, 2021. (IF: 8.182, 中科院大类一区，CCF B，Top)

[5]Y. Lu, W. Wong, Z. Lai, et al. Robust Flexible Preserving Embedding. IEEE Transactions on Cybernetics, vol. 50, no. 10, pp. 4495-4507, Oct. 2020. (IF: 19.118, 中科院大类一区，CCF B，Top)

[6]Y. Lu, Z. Lai, X. Li, et al. Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation. IEEE Transactions on Cybernetics, vol. 49, no. 5, pp. 1859-1872, May. 2019. (IF: 19.118, 中科院大类一区，CCF B，Top)

[7]Y. Lu, C. Yuan, X. Li, et al. Structurally Incoherent Low-Rank 2DLPP for Image Classification. IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 6, pp. 1701-1714, Jun. 2019. (IF: 5.859, 中科院大类一区，CCF B，Top)

[8]Y. Lu, C. Yuan, W. Zhu, et al. Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification. IEEE Transactions on Image Processing, vol. 27, no. 11, pp. 5248-5260, Nov. 2018. (IF: 11.041, 中科院大类一区，CCF A，Top)

[9]Y. Lu, C. Yuan, Z. Lai, et al. Nuclear Norm-Based 2DLPP for Image Classification, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2391-2403, Nov. 2017. (IF: 8.182, 中科院大类一区，CCF B，Top)

[10]Y. Lu, Z. Lai, Y. Xu, et al. Low-Rank Preserving Projections. IEEE Transactions on Cybernetics, vol. 46, no. 8, pp. 1900-1913, Aug. 2016. (IF: 19.118, 中科院大类一区，CCF B，Top)

代表性项目

1.国家自然科学基金面上项目：62176162，域自适应鲁棒相关图像特征提取， 2022/01-2025/12,53万，在研，主持

2.广东省自然科学基金区域联合项目：2022A1515140099，多源域图像特征提取研究，2022/10-2025/09，30万元，在研，主持

3.广东省自然科学基金面上项目：2023A1515012875，面向小样本图像特征提取的鲁棒异构迁移学习研究，2023/01-2025/12，10万元，在研，主持