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]Zhuang Yang. Variance reduced optimization with implicit gradient transport. Knowledge-Based Systems, 2021, 212: 106626. (JCR1, IF=5.921)
[4]Zhuang Yang. 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)