Biography
- Organization：School of Computer Science & Technology
- Tel：
- Gender：male
- Email：zhuangyang@suda.edu.cn
- Post：
- Office Location：
- Graduate School：Xiamen University
- Address：Shizi Street No 1
- Degree：Ph.D.
- PostCode：215000
- Academic Credentials：
- Fax：
Education
Professional Experiences
Overview
Research
Teaching
Projects
Publications
[1]Zhuang Yang, Zengping Chen, and Cheng Wang. An accelerated stochastic variance-reduced method for machine learning problems.Knowledge-Based Systems, 2020, 198c. (JCR1, IF=5.921)
[2]Zhuang Yang, Zengping Chen, and Cheng Wang. Accelerating mini-batch SARAH by step size rules.Information Sciences, 2020. (JCR1, IF=5.910)
[3]ZhuangYang.Variance reduced optimization with implicit gradient transport.Knowledge-Based Systems, 2021, 212: 106626. (JCR1, IF=5.921)
[4]ZhuangYang. On the step size selection in variance-reduced algorithm for nonconvex optimization.Expert Systems with Applications, 2021, 169 114336. (JCR1, IF=5.452)
[5]Zhuang Yang, Cheng Wang, Zhemin Zhang and Jonathan Li. Random Barzilai-Borwein step size for mini-batch algorithms.Engineering Applications of Artificial Intelligence, 2018, 72:124-135. (JCR 1, IF=4.201)
[6]Zhuang Yang, Cheng Wang, Yu Zang and Jonathan Li.Mini-batch algorithms with Barzilai-Borwein update step.Neurocomputing, 2018,314C:177-185. (JCR1, IF=4.438)
[7]Zhuang Yang, Cheng Wang, Zhemin Zhang and Jonathan Li.Mini-batch algorithms with online step size.Knowledge-Based Systems, 2019, 165: 228-240. (JCR 1, IF=5.921)
[8]Zhuang Yang, Cheng Wang, Zhemin Zhang and Jonathan Li. Accelerated stochastic Gradient descent with step size selection rules.Signal Processing, 2019,159: 171-186.
(JCR 2, IF=4.384)
[9]Zhuang Yang. Fast automatic step size selection for zeroth-order nonconvex stochastic optimization.Expert Systems with Applications,2021, 174,14749. (JCR1, IF=5.452)
[10]Zhuang Yang. Adaptive stochastic conjugate gradient for machine learning. Expert Systems with Applications, 2022, 206, 117719.(JCR1, IF=5.452)