累计发表学术论文30余篇，其中，以第一或通讯作者发表且被SCI收录的论文近20篇。代表性论文如下：

（1）Men Y., Li L., Hu Z.,徐永利*, Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence, IEEE Transactions on Neural Networks and Learning Systems, 2024, doi: 10.1109/TNNLS.2024.3371025.影响因子10.04

（2）徐永利, Yang, Y., Huo, Y, Hu, M., A group of novel indexes of optical coherence tomography for computer-aided diagnosis of glaucoma, Journal of nonlinear and convex analysis, 2022, 23, 10, 2437-2447影响因子1.1

（3）徐永利, Hu, M., Liu, H. et al, A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis,npj Digital Medicine, 2021, 4, 48,影响因子15.2

（4）徐永利*, Li X X, Chen D R, Li H X, Learning Rates of Regularized Regression With Multiple Gaussian Kernels for Multi-Task Learning, IEEE Transactions on Neural Networks and Learning Systems, 2018, 29 (11): 5408-5418.影响因子10.04

（5）徐永利*, Min Han, Xue-mei Dong, Min Wang, Least squares regression with l1-regularizer in sum space, Journal of Computational and Applied Mathematics, 261, 2014, 394–405.影响因子2.4

（6）徐永利*, Di-Rong Chen, Han-Xiong Li, Lu Liu, Least Square Regularized Regression in Sum Space, IEEE Transactions on Neural Networks and Learning Systems, 2013, 24(4): 635-646.影响因子10.04

（7）徐永利, Chen D R. Partially-linear least-squares regularized regression for system identification，IEEE Transactions on Automatic Control, 2009, 54(11): 2637-2641.影响因子6.8

v 发明专利：

（1）国家发明专利“青光眼图像特征提取方法及装置”，专利号：ZL201610963976.8

（2） 国家发明专利“一种眼底照中视杯的分割方法及系统”，专利号：ZL201610810816.X

（3）国家发明专利“一种基于集成深度学习的眼底照分类系统”，专利号：ZL202010662283.1