Xiaoyu He

34 papers A* 2Journal 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Qianlong Dang, Qiqi Liu, Shuai Yang, Xiaoyu He
2026 J jnl
Projection-Free Evolution Strategies for Continuous Prompt Search.
CoRR
Yu Cai, Canxi Huang, Xiaoyu He
2025 J jnl
Alada: Alternating Adaptation of Momentum Method for Memory-Efficient Matrix Optimization.
CoRR
Xiaoyu He, Yu Cai, Jin Jia, Canxi Huang, Wenqing Chen, Zibin Zheng
2025 J jnl
Boosting Adversarial Transferability by Batchwise Amplitude Spectrum Normalization.
IEEE Trans. Geosci. Remote. Sens.
Qianlong Dang, Tao Zhan, Maoguo Gong, Xiaoyu He
2025 J jnl
LADA: Latent-Space Adversarial Diffusion Attack in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Qianlong Dang, Junhu Ruan, Tao Zhan, Maoguo Gong, Xiaoyu He
2025 J jnl
Transformer-Based Intelligent Prediction Model for Multimodal Multi-Objective Optimization.
IEEE Comput. Intell. Mag.
Qianlong Dang, Guanghui Zhang, Ling Wang, Yang Yu, Shuai Yang, Xiaoyu He
2024 J jnl
A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning.
CoRR
Chenlin Wu, Xiaoyu He, Zike Li, Zibin Zheng
2024 J jnl
A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees.
Artif. Intell.
Xiaoyu He, Xueyan Tang, Wentong Cai, Jingning Li
2024 J jnl
Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring.
IEEE Trans. Evol. Comput.
Xiaoyu He, Xueyan Tang, Zibin Zheng, Yuren Zhou
2022 J jnl
A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee.
IEEE Trans. Parallel Distributed Syst.
Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng
2022 J jnl
A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems.
IEEE Trans. Cybern.
Yuren Zhou, Xiaoyu He, Zefeng Chen, Siyu Jiang
2022 J jnl
Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiaoyu He, Zibin Zheng, Zefeng Chen, Yuren Zhou
2022 J jnl
Distributed Evolution Strategies for Black-Box Stochastic Optimization.
IEEE Trans. Parallel Distributed Syst.
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
2022 J jnl
Distributed Evolution Strategies for Black-box Stochastic Optimization.
CoRR
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
2022 J jnl
Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization.
IEEE Trans. Cybern.
Zefeng Chen, Yuren Zhou, Xiaoyu He, Jun Zhang
2022 J jnl
MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization.
CoRR
Xiaoyu He, Zibin Zheng, Yuren Zhou
2022 J jnl
QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning.
SIAM J. Optim.
Xiaoyu He, Zibin Zheng, Yuren Zhou, Chuan Chen
2021 J jnl
A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee.
CoRR
Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng
2021 J jnl
Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations.
IEEE Trans. Evol. Comput.
Yuren Zhou, Yi Xiang, Xiaoyu He
2021 J jnl
Joint representation learning for multi-view subspace clustering.
Expert Syst. Appl.
Guang-Yu Zhang, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang, Xiaoyu He
2021 J jnl
Large-Scale Evolution Strategy Based on Search Direction Adaptation.
IEEE Trans. Cybern.
Xiaoyu He, Yuren Zhou, Zefeng Chen, Jun Zhang, Wei-Neng Chen
2021 J jnl
MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization.
IEEE Trans. Evol. Comput.
Xiaoyu He, Zibin Zheng, Yuren Zhou
2021 J jnl
Running Time Analysis of MOEA/D on Pseudo-Boolean Functions.
IEEE Trans. Cybern.
Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He, Xinsheng Lai, Xiaoyun Xia
2020 J jnl
An evolutionary approach to black-box optimization on matrix manifolds.
Appl. Soft Comput.
Xiaoyu He, Yuren Zhou, Zefeng Chen, Siyu Jiang
2020 J jnl
One-step Kernel Multi-view Subspace Clustering.
Knowl. Based Syst.
Guang-Yu Zhang, Yu-Ren Zhou, Xiaoyu He, Chang-Dong Wang, Dong Huang
2019 A* conf
A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning.
IJCAI
Zefeng Chen, Yuren Zhou, Xiaoyu He, Siyu Jiang
2019 J jnl
A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation.
Artif. Intell.
Yuren Zhou, Xiaoyu He, Yi Xiang, Shaowei Cai
2019 J jnl
An Evolution Path-Based Reproduction Operator for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xiaoyu He, Yuren Zhou, Zefeng Chen
2019 J jnl
Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation.
IEEE Trans. Evol. Comput.
Xiaoyu He, Yuren Zhou, Zefeng Chen
2019 J jnl
Evolutionary Many-Objective Optimization Based on Dynamical Decomposition.
IEEE Trans. Evol. Comput.
Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang
2019 J jnl
Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model.
Appl. Soft Comput.
Zefeng Chen, Yuren Zhou, Xiaoyu He
2019 J jnl
Many-objective evolutionary algorithm based on adaptive weighted decomposition.
Appl. Soft Comput.
Siyu Jiang, Xiaoyu He, Yuren Zhou
2019 A* conf
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem.
AAAI
Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He
2018 J jnl
Enhancing the performance of differential evolution with covariance matrix self-adaptation.
Appl. Soft Comput.
Xiaoyu He, Yuren Zhou