Fengxue Zhang

According to our database, Fengxue Zhang authored at least 13 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Direct Regret Optimization in Bayesian Optimization.

Fengxue Zhang, Yuxin Chen

CoRR, July, 2025

Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization.

Fengxue Zhang, Yuxin Chen

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition.

Fengxue Zhang, Thomas Desautels, Yuxin Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation.

Diantong Li, Fengxue Zhang, Chong Liu, Yuxin Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

A Machine Learning Approach Capturing Hidden Parameters in Autonomous Thin-Film Deposition.

Yuanlong Zheng, Connor Blake, Layla Mravac, Fengxue Zhang, Yuxin Chen, Shuolong Yang

CoRR, 2024

No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes.

Minbiao Han, Fengxue Zhang, Yuxin Chen

Proceedings of the Uncertainty in Artificial Intelligence, 2024

2023

Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints.

Fengxue Zhang, Zejie Zhu, Yuxin Chen

CoRR, 2023

Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation.

Fengxue Zhang, Jialin Song, James C. Bowden, Alexander Ladd, Yisong Yue, Thomas Desautels, Yuxin Chen

Proceedings of the International Conference on Machine Learning, 2023

2022

A Novel Semisupervised Regression Method for Online Total Nitrogen Detection Using Double Structural Sparse Feature Extraction.

Jingxuan Geng, Chunhua Yang, Yonggang Li, Fengxue Zhang, Lijuan Lan, Jie Han, Can Zhou

IEEE Trans. Instrum. Meas., 2022

Learning Representation for Bayesian Optimization with Collision-free Regularization.

Fengxue Zhang, Brian Nord, Yuxin Chen

CoRR, 2022

2019

Deep Learning-Based Prediction of Drug-Induced Cardiotoxicity.

Chuipu Cai, Pengfei Guo, Yadi Zhou, Jingwei Zhou, Qi Wang, Fengxue Zhang, Jiansong Fang, Feixiong Cheng

J. Chem. Inf. Model., 2019

Optimal Setting and Control Strategy for Industrial Process Based on Discrete-Time Fractional-Order PI $^{\lambda}$ D $^{\mu}$.

Fengxue Zhang, Chunhua Yang, Xiaojun Zhou, Weihua Gui

IEEE Access, 2019

2018

Fractional-order PID controller tuning using continuous state transition algorithm.

Fengxue Zhang, Chunhua Yang, Xiaojun Zhou, Weihua Gui

Neural Comput. Appl., 2018