Fractional-order PID controller tuning using continuous state transition algorithm. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (Neural Comput. Appl., 2018)

Optimal Setting and Control Strategy for Industrial Process Based on Discrete-Time Fractional-Order PI $^{ lambda}$ D $^{ mu}$. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (IEEE Access, 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)

Learning Representation for Bayesian Optimization with Collision-free Regularization. - Fengxue Zhang; Brian Nord; Yuxin Chen 001 (CoRR, 2022)

A Novel Semisupervised Regression Method for Online Total Nitrogen Detection Using Double Structural Sparse Feature Extraction. - Jingxuan Geng; Chunhua Yang 001; Yonggang Li; Fengxue Zhang; Lijuan Lan; Jie Han 004; Can Zhou (IEEE Trans. Instrum. Meas., 2022)

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 001 (ICML, 2023)

Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints. - Fengxue Zhang; Zejie Zhu; Yuxin Chen 001 (CoRR, 2023)

No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes. - Minbiao Han; Fengxue Zhang; Yuxin Chen 001 (UAI, 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)

Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation. - Diantong Li; Fengxue Zhang; Chong Liu 007; Yuxin Chen (AISTATS, 2025)

Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition. - Fengxue Zhang; Thomas Desautels; Yuxin Chen 001 (AISTATS, 2025)

Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization. - Fengxue Zhang; Yuxin Chen (UAI, 2025)

Direct Regret Optimization in Bayesian Optimization. - Fengxue Zhang; Yuxin Chen (CoRR, 2025)