| 2025 | CEC | Fairness-Constrained Multiple-Workflow Scheduling Through Stochastic Ranking. | Jiajian Yang, Jingyuan Xu, Peiru Li, Changwu Huang, Xin Yao |
| 2024 | GECCO | Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. | Ziming Wang, Changwu Huang, Xin Yao |
| 2024 | ICONIP | An Explainable Error Detection Approach for Machine Learning. | Kaiyue Wu, Changwu Huang, Xin Yao |
| 2024 | ICONIP | Towards Private and Fair Machine Learning: Group-Specific Differentially Private Stochastic Gradient Descent with Threshold Optimization. | Zhi Yang, Changwu Huang, Xin Yao |
| 2023 | ICANN | An Explainable Feature Selection Approach for Fair Machine Learning. | Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao |
| 2023 | IJCNN | Fairer Machine Learning Through the Hybrid of Multi-objective Evolutionary Learning and Adversarial Learning. | Shenhao Gui, Qingquan Zhang, Changwu Huang, Bo Yuan |
| 2023 | IJCNN | Feature Attribution Explanation to Detect Harmful Dataset Shift. | Ziming Wang, Changwu Huang, Xin Yao |
| 2022 | IJCNN | Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. | Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao |
| 2021 | CEC | Adaptive Differential Evolution based on Exploration and Exploitation Control. | Hao Bai, Changwu Huang, Xin Yao |
| 2021 | EMO | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. | Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |
| 2020 | CEC | Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems. | Changwu Huang, Yuanxiang Li, Xin Yao |
| 2019 | CEC | Automatic Parameter Tuning using Bayesian Optimization Method. | Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao |
| 2019 | CEC | Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. | Hao Tong, Changwu Huang, Jialin Liu, Xin Yao |