Xiaoyu He

According to our database, Xiaoyu He authored at least 25 papers between 2018 and 2024.

Collaborative distances:

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

2024

Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring.

Xiaoyu He, Xueyan Tang, Zibin Zheng, Yuren Zhou

IEEE Trans. Evol. Comput., December, 2024

A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning.

Chenlin Wu, Xiaoyu He, Zike Li, Zibin Zheng

CoRR, 2024

A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees.

Xiaoyu He, Xueyan Tang, Wentong Cai, Jingning Li

Artif. Intell., 2024

2022

Distributed Evolution Strategies for Black-Box Stochastic Optimization.

Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin

IEEE Trans. Parallel Distributed Syst., 2022

A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee.

Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng

IEEE Trans. Parallel Distributed Syst., 2022

Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization.

Xiaoyu He, Zibin Zheng, Zefeng Chen, Yuren Zhou

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems.

Yuren Zhou, Xiaoyu He, Zefeng Chen, Siyu Jiang

IEEE Trans. Cybern., 2022

Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization.

Zefeng Chen, Yuren Zhou, Xiaoyu He, Jun Zhang

IEEE Trans. Cybern., 2022

QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning.

Xiaoyu He, Zibin Zheng, Yuren Zhou, Chuan Chen

SIAM J. Optim., 2022

2021

Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations.

Yuren Zhou, Yi Xiang, Xiaoyu He

IEEE Trans. Evol. Comput., 2021

MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization.

Xiaoyu He, Zibin Zheng, Yuren Zhou

IEEE Trans. Evol. Comput., 2021

Running Time Analysis of MOEA/D on Pseudo-Boolean Functions.

Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He, Xinsheng Lai, Xiaoyun Xia

IEEE Trans. Cybern., 2021

Large-Scale Evolution Strategy Based on Search Direction Adaptation.

Xiaoyu He, Yuren Zhou, Zefeng Chen, Jun Zhang, Wei-Neng Chen

IEEE Trans. Cybern., 2021

Joint representation learning for multi-view subspace clustering.

Guang-Yu Zhang, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang, Xiaoyu He

Expert Syst. Appl., 2021

2020

One-step Kernel Multi-view Subspace Clustering.

Guang-Yu Zhang, Yu-Ren Zhou, Xiaoyu He, Chang-Dong Wang, Dong Huang

Knowl. Based Syst., 2020

An evolutionary approach to black-box optimization on matrix manifolds.

Xiaoyu He, Yuren Zhou, Zefeng Chen, Siyu Jiang

Appl. Soft Comput., 2020

2019

Evolutionary Many-Objective Optimization Based on Dynamical Decomposition.

Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang

IEEE Trans. Evol. Comput., 2019

Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation.

Xiaoyu He, Yuren Zhou, Zefeng Chen

IEEE Trans. Evol. Comput., 2019

An Evolution Path-Based Reproduction Operator for Many-Objective Optimization.

Xiaoyu He, Yuren Zhou, Zefeng Chen

IEEE Trans. Evol. Comput., 2019

Many-objective evolutionary algorithm based on adaptive weighted decomposition.

Siyu Jiang, Xiaoyu He, Yuren Zhou

Appl. Soft Comput., 2019

Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model.

Zefeng Chen, Yuren Zhou, Xiaoyu He

Appl. Soft Comput., 2019

A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation.

Yuren Zhou, Xiaoyu He, Yi Xiang, Shaowei Cai

Artif. Intell., 2019

A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning.

Zefeng Chen, Yuren Zhou, Xiaoyu He, Siyu Jiang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem.

Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Enhancing the performance of differential evolution with covariance matrix self-adaptation.

Xiaoyu He, Yuren Zhou

Appl. Soft Comput., 2018