Changwu Huang

According to our database, Changwu Huang authored at least 22 papers between 2018 and 2024.

Collaborative distances:

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

2024

Multi-objective Feature Attribution Explanation For Explainable Machine Learning.

Ziming Wang, Changwu Huang, Yun Li, Xin Yao

ACM Trans. Evol. Learn. Optim., March, 2024

Procedural Fairness in Machine Learning.

Ziming Wang, Changwu Huang, Xin Yao

CoRR, 2024

A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification.

Lidan Tan, Changwu Huang, Xin Yao

Proceedings of the Intelligent Information Processing XII, 2024

Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning.

Ziming Wang, Changwu Huang, Xin Yao

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

An Overview of Artificial Intelligence Ethics.

Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao

IEEE Trans. Artif. Intell., 2023

EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect.

Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei

CoRR, 2023

Feature Attribution Explanation to Detect Harmful Dataset Shift.

Ziming Wang, Changwu Huang, Xin Yao

Proceedings of the International Joint Conference on Neural Networks, 2023

Fairer Machine Learning Through the Hybrid of Multi-objective Evolutionary Learning and Adversarial Learning.

Shenhao Gui, Qingquan Zhang, Changwu Huang, Bo Yuan

Proceedings of the International Joint Conference on Neural Networks, 2023

An Explainable Feature Selection Approach for Fair Machine Learning.

Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022

Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation.

Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao

Memetic Comput., 2022

Online algorithm configuration for differential evolution algorithm.

Changwu Huang, Hao Bai, Xin Yao

Appl. Intell., 2022

Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning.

Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study.

Hao Tong, Changwu Huang, Leandro L. Minku, Xin Yao

Inf. Sci., 2021

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation.

Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Adaptive Differential Evolution based on Exploration and Exploitation Control.

Hao Bai, Changwu Huang, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

A Survey of Automatic Parameter Tuning Methods for Metaheuristics.

Changwu Huang, Yuanxiang Li, Xin Yao

IEEE Trans. Evol. Comput., 2020

Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems.

Changwu Huang, Yuanxiang Li, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms.

Hao Tong, Shuyi Zhang, Changwu Huang, Xin Yao

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems.

Changwu Huang, Yuanxiang Li, Xin Yao

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems.

Hao Tong, Changwu Huang, Jialin Liu, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Automatic Parameter Tuning using Bayesian Optimization Method.

Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

CMA evolution strategy assisted by kriging model and approximate ranking.

Changwu Huang, Bouchaib Radi, Abdelkhalak El Hami, Hao Bai

Appl. Intell., 2018