[1] Yizun Lin, Yongxin He, C. Ross Schmidtlein, and Deren Han*. An accelerated preconditioned proximal gradient algorithm with a generalized Nesterov momentum for PET image reconstruction. Inverse Problems, 41(4): 045002, 2025. (中国数学会T1期刊)
[2] Yizun Lin, Linhui Wang, and Zhao-Rong Lai*. Autonomous sparse Markowitz portfolio based on two-stage accelerated forward–backward algorithm. Expert Systems with Applications, 271: 126598, 2025.(中科院1区Top期刊)
[3] Yizun Lin, Zhao-Rong Lai*, and Cheng Li. A globally optimal portfolio for m-sparse Sharpe ratio maximization. Advances in Neural Information Processing Systems (NeurIPS, main track), 37: 17133-17160, 2024.(机器学习两大国际顶级会议之一,中国计算机学会A类会议)
[4] Yizun Lin, Yangyu Zhang, Zhao-Rong Lai*, and Cheng Li. Autonomous sparse mean-CVaR portfolio optimization. Proceedings of the 41st International Conference on Machine Learning (ICML, main track), PMLR 235: 30440-30456, 2024.(机器学习两大国际顶级会议之一,中国计算机学会A类会议)
[5] Yizun Lin, Yongxin He, and Zhao-Rong Lai*. A Krasnoselskii-Mann proximity algorithm for Markowitz portfolios with adaptive expected return level. International Journal of Numerical Analysis and Modeling, 22(1): 113-138, 2024.(中国数学会T2期刊)
[6] Yizun Lin, Jian-Feng Cai, Zhao-Rong Lai*, and Cheng Li. Globally optimal solutions to a class of fractional optimization problems based on proximal gradient algorithm. 2024. arXiv:2306.11286.
[7] Yizun Lin, Si Li*, and Yunzhong Zhang. Convergence rate analysis of accelerated forward-backward algorithm with generalized Nesterov momentum scheme. International Journal of Numerical Analysis and Modeling, 20(4): 518-537, 2023.(中国数学会T2期刊)
[8] Yizun Lin and Yuesheng Xu*. Convergence rate analysis for fixed-point iterations of generalized averaged nonexpansive operators. Journal of Fixed Point Theory and Applications, 24(3): 1-32, 2022.(中国数学会T3期刊)
[9] Yizun Lin, C. Ross Schmidtlein, Qia Li, Si Li, and Yuesheng Xu*. A Krasnoselskii-Mann algorithm with an improved EM preconditioner for PET image reconstruction. IEEE Transactions on Medical Imaging, 38(9): 2114-2126, 2019.(中科院1区Top期刊)
[10] C. Ross Schmidtlein*, Yizun Lin (co-first author), Si Li, Andrzej Krol, Bradley J. Beattie, John L. Humm, and Yuesheng Xu*. Relaxed ordered subset preconditioned alternating projection algorithm for PET reconstruction with automated penalty weight selection. Medical Physics, 44(8): 4083-4097, 2017.(中科院2区期刊)
[11] Jianfeng Guo, C. Ross Schmidtlein, Andrzej Krol, Si Li, Yizun Lin, Sangtae Ahn, Charles Stearns, and Yuesheng Xu*. A fast convergent ordered-subsets algorithm with subiteration-dependent preconditioners for PET image reconstruction. IEEE Transactions on Medical Imaging, 41(11): 3289-3300, 2022.(中科院1区Top期刊)