Changwu Huang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Evolutionary Algorithm

Evolutionary Learning

Top Venues

Publications

Ziming Wang, Changwu Huang, Xin Yao
Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. GECCO Companion (2024)
Lidan Tan, Changwu Huang, Xin Yao
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification. Intelligent Information Processing (2) (2024)
Ziming Wang, Changwu Huang, Xin Yao
Procedural Fairness in Machine Learning. CoRR (2024)
Ziming Wang, Changwu Huang, Yun Li, Xin Yao
Multi-objective Feature Attribution Explanation For Explainable Machine Learning. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Shenhao Gui, Qingquan Zhang, Changwu Huang, Bo Yuan
Fairer Machine Learning Through the Hybrid of Multi-objective Evolutionary Learning and Adversarial Learning. IJCNN (2023)
Ziming Wang, Changwu Huang, Xin Yao
Feature Attribution Explanation to Detect Harmful Dataset Shift. IJCNN (2023)
Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao
An Explainable Feature Selection Approach for Fair Machine Learning. ICANN (8) (2023)
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
An Overview of Artificial Intelligence Ethics. IEEE Trans. Artif. Intell. 4 (4) (2023)
Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei
EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect. CoRR (2023)
Changwu Huang, Hao Bai, Xin Yao
Online algorithm configuration for differential evolution algorithm. Appl. Intell. 52 (8) (2022)
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation. Memetic Comput. 14 (2) (2022)
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. IJCNN (2022)
Hao Bai, Changwu Huang, Xin Yao
Adaptive Differential Evolution based on Exploration and Exploitation Control. CEC (2021)
Hao Tong, Changwu Huang, Leandro L. Minku, Xin Yao
Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study. Inf. Sci. 562 (2021)
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao
Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. EMO (2021)
Changwu Huang, Yuanxiang Li, Xin Yao
A Survey of Automatic Parameter Tuning Methods for Metaheuristics. IEEE Trans. Evol. Comput. 24 (2) (2020)
Changwu Huang, Yuanxiang Li, Xin Yao
Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems. CEC (2020)
Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao
Automatic Parameter Tuning using Bayesian Optimization Method. CEC (2019)
Hao Tong, Changwu Huang, Jialin Liu, Xin Yao
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. CoRR (2019)
Changwu Huang, Yuanxiang Li, Xin Yao
Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems. SSCI (2019)
Hao Tong, Changwu Huang, Jialin Liu, Xin Yao
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. CEC (2019)
Hao Tong, Shuyi Zhang, Changwu Huang, Xin Yao
Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms. SSCI (2019)
Changwu Huang, Bouchaib Radi, Abdelkhalak El Hami, Hao Bai
CMA evolution strategy assisted by kriging model and approximate ranking. Appl. Intell. 48 (11) (2018)