Feng-Yi Liao

According to our database, Feng-Yi Liao authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An overview and comparison of spectral bundle methods for primal and dual semidefinite programs.

Feng-Yi Liao, Lijun Ding, Yang Zheng

Comput. Optim. Appl., March, 2026

2025

An accelerated proximal bundle method for convex optimization.

Feng-Yi Liao, Thomas Madden, Yang Zheng

CoRR, December, 2025

Policy Optimization in Robust Control: Weak Convexity and Subgradient Methods.

Yuto Watanabe, Feng-Yi Liao, Yang Zheng

CoRR, September, 2025

A Proximal Descent Method for Minimizing Weakly Convex Optimization.

Feng-Yi Liao, Yang Zheng

CoRR, September, 2025

A Bundle-based Augmented Lagrangian Framework: Algorithm, Convergence, and Primal-dual Principles.

Feng-Yi Liao, Yang Zheng

CoRR, February, 2025

2024

Inexact Augmented Lagrangian Methods for Conic Programs: Quadratic Growth and Linear Convergence.

Feng-Yi Liao, Lijun Ding, Yang Zheng

CoRR, 2024

Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence.

Feng-Yi Liao, Lijun Ding, Yang Zheng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Error bounds, PL condition, and quadratic growth for weakly convex functions, and linear convergences of proximal point methods.

Feng-Yi Liao, Lijun Ding, Yang Zheng

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

A Spectral Bundle Method for Sparse Semidefinite Programs.

Hesam Mojtahedi, Feng-Yi Liao, Yang Zheng

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Iterative Inner/outer Approximations for Scalable Semidefinite Programs using Block Factor-width-two Matrices.

Feng-Yi Liao, Yang Zheng

Proceedings of the 61st IEEE Conference on Decision and Control, 2022