About me

I am a second year PhD student in Electrical and Computer Engineering (ECE) at the University of California, San Diego, advised by Prof. Yang Zheng. Previously, I received my bachelor degree in Bio-industrial Mechatronics Engineering, National Chung Hsing University, and master degree in ECE at the University of California, San Diego.

Updates

Research Interests

  • Optimization

Preprint

  • Feng-Yi, Liao, Lijun Ding, and Yang Zheng. “An Overview and Comparison of Spectral Bundle Methods for Primal and Dual Semidefinite Programs.” arXiv preprint arXiv:2307.07651 (2023). [PDF] [Code]

Conference paper

  • Feng-Yi Liao, Lijun Ding, and Yang Zheng. Inexact Augmented Lagrangian Methods for Conic Programs: Quadratic Growth and Linear Convergence. [PDF].

  • Feng-Yi Liao, Lijun Ding, and Yang Zheng. Error bounds, pl condition, and quadratic growth for weakly convex functions, and linear convergences of proximal point methods. In 6th Annual Learning for Dynamics & Control Conference, pages 993–1005. PMLR, 2024.

  • Feng-Yi, Liao, and Yang Zheng. “Iterative inner/outer approximations for scalable semidefinite programs using block factor-width-two matrices.” 2022 IEEE 61st Conference on Decision and Control (CDC). IEEE, 2022. [PDF] [Code]

Journal

  • A. Q. Xu, S. J. Luo, F. Y. Liao, I. C. Chen, M. C. Chien, and K. Y. Huang, “Development of Novel Auto Inspection System for Paddy Seed Germination,” Sensors and Materials, vol. 32, pp. 3647-3657, 2020. [PDF]