Xin Yao
University of Birmingham
H-index: 122
Europe-United Kingdom
Top articles of Xin Yao
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
(µ+ λ) Evolution Strategy with Socio-cognitive Mutation | Journal of Automation, Mobile Robotics and Intelligent Systems | Aleksandra Urbańczyk Krzysztof Kucaba Mateusz Wojtulewicz Marek Kisiel-Dorohinicki Leszek Rutkowski | 2024/4/4 |
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes | arXiv preprint arXiv:2402.15731 | Danial Yazdani Juergen Branke Mohammad Sadegh Khorshidi Mohammad Nabi Omidvar Xiaodong Li | 2024/2/24 |
Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights | IEEE Transactions on Knowledge and Data Engineering | Shuxian Li Liyan Song Xiaoyu Wu Zheng Hu Yiu-ming Cheung | 2024/4/4 |
Multi-objective Feature Attribution Explanation For Explainable Machine Learning | ACM Transactions on Evolutionary Learning | Ziming Wang Changwu Huang Yun Li Xin Yao | 2024/2/23 |
Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training | Proceedings of the AAAI Conference on Artificial Intelligence | Chao Pan Qing Li Xin Yao | 2024/3/24 |
MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization | IEEE Transactions on Evolutionary Computation | Xianpeng Wang Yumeng Zhao Lixin Tang Xin Yao | 2024/2/20 |
Evolutionary Reinforcement Learning via Cooperative Coevolution | arXiv preprint arXiv:2404.14763 | Chengpeng Hu Jialin Liu Xin Yao | 2024/4/23 |
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Dashan Gao Sheng Wan Lixin Fan Xin Yao Qiang Yang | 2024/3/24 |
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem | Swarm and Evolutionary Computation | Daniel Herring Michael Kirley Xin Yao | 2024/2/1 |
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes] | IEEE Computational Intelligence Magazine | Bo Yuan Shenhao Gui Qingquan Zhang Ziqi Wang Junyi Wen | 2024/4/5 |
Learning to Expand/Contract Pareto Sets in Dynamic Multi-Objective Optimization With a Changing Number of Objectives | IEEE Transactions on Evolutionary Computation | Gan Ruan Leandro L Minku Stefan Menzel Bernhard Sendhoff Xin Yao | 2024/3/14 |
On Estimating the Feasible Solution Space of Multi-Objective Testing Resource Allocation | ACM Transactions on Software Engineering and Methodology | Guofu Zhang Lei Li Zhaopin Su Feng Yue Yang Chen | 2024 |
Engine Calibration With Surrogate-Assisted Bilevel Evolutionary Algorithm | IEEE Transactions on Cybernetics | Xunzhao Yu Yan Wang Ling Zhu Dimitar Filev Xin Yao | 2023/5/1 |
Interactive evolutionary multi-objective optimization via learning-to-rank | Seyed Mahdi Shavarani | 2022 | |
An iterative machine learning approach to informative performance reporting in dynamic multi-objective optimization | Daniel Herring Michael Kirley Xin Yao | 2023/7/15 | |
Negatively Correlated Search for Constrained Optimization | Yuan Li Xiaofen Lu Xin Yao | 2023/7/1 | |
Constrained Reinforcement Learning for Dynamic Material Handling | Chengpeng Hu Ziming Wang Jialin Liu Junyi Wen Bifei Mao | 2023/6/18 | |
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier] | IEEE Computational Intelligence Magazine | Ming Yang Jie Gao Aimin Zhou Changhe Li Xin Yao | 2023/7/19 |
Socio-cognitive caste-based optimization | Journal of Computational Science | Aleksandra Urbańczyk Piotr Kipiński Mateusz Nabywaniec Leszek Rutkowski Siang Yew Chong | 2023/9/1 |
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels | arXiv preprint arXiv:2311.10502 | Jun He Siang Yew Chong Xin Yao | 2023/11/17 |
