Yu-Fa Liu

According to our database, Yu-Fa Liu authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Adaptive control via deep neural networks with an event-triggered mechanism.

Yu-Fa Liu, Jian-Lin Liao, Jie Tao, Ming Lin, Yong-Hua Liu, Chun-Yi Su, Renquan Lu

Expert Syst. Appl., 2026

Adaptive event-triggered online learning for tracking control via Gaussian processes.

Yu-Fa Liu, Jie Tao, Ming Lin, Yao Zhao, Yong-Hua Liu, Chun-Yi Su, Renquan Lu

Sci. China Inf. Sci., 2026

2025

A Constructive Approach for Neural Network Approximation Sets in Adaptive Control of Strict-Feedback Systems.

Yu-Fa Liu, Yong-Hua Liu, Jin-Wa Wu, Ante Su, Chun-Yi Su, Renquan Lu

IEEE Trans. Cybern., August, 2025

Adaptive locally weighted learning tracking control for a class of unknown strict-feedback nonlinear systems via differentiable higher order kernels.

Yu-Fa Liu, Dong Wang, Zhuo Wang, Ante Su, Yong-Hua Liu, Chun-Yi Su

J. Frankl. Inst., 2025

Adaptive neural network tracking control for unknown high-order nonlinear systems: A constructive approximation set based approach.

Yu-Fa Liu, Yong-Hua Liu, Jin-Wa Wu, Jie Tao, Ming Lin, Chun-Yi Su, Renquan Lu

Eng. Appl. Artif. Intell., 2025

2023

Guaranteeing Global Stability for Neuro-Adaptive Control of Unknown Pure-Feedback Nonaffine Systems via Barrier Functions.

Yong-Hua Liu, Yu-Fa Liu, Chun-Yi Su, Yang Liu, Qi Zhou, Renquan Lu

IEEE Trans. Neural Networks Learn. Syst., September, 2023

2022

Adaptive Fuzzy Control With Global Stability Guarantees for Unknown Strict-Feedback Systems Using Novel Integral Barrier Lyapunov Functions.

Yong-Hua Liu, Yang Liu, Yu-Fa Liu, Chun-Yi Su

IEEE Trans. Syst. Man Cybern. Syst., 2022

Adaptive Approximation-Based Tracking Control for a Class of Unknown High-Order Nonlinear Systems With Unknown Powers.

Yong-Hua Liu, Yang Liu, Yu-Fa Liu, Chun-Yi Su, Qi Zhou, Renquan Lu

IEEE Trans. Cybern., 2022