Enhancing the performance of differential evolution with covariance matrix self-adaptation. - Xiaoyu He 001; Yuren Zhou (Appl. Soft Comput., 2018)

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem. - Zhengxin Huang; Yuren Zhou; Zefeng Chen; Xiaoyu He 001 (AAAI, 2019)

A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning. - Zefeng Chen; Yuren Zhou; Xiaoyu He 001; Siyu Jiang (IJCAI, 2019)

A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation. - Yuren Zhou; Xiaoyu He 001; Yi Xiang; Shaowei Cai 001 (Artif. Intell., 2019)

Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model. - Zefeng Chen; Yuren Zhou; Xiaoyu He 001 (Appl. Soft Comput., 2019)

Many-objective evolutionary algorithm based on adaptive weighted decomposition. - Siyu Jiang; Xiaoyu He 001; Yuren Zhou (Appl. Soft Comput., 2019)

An Evolution Path-Based Reproduction Operator for Many-Objective Optimization. - Xiaoyu He 001; Yuren Zhou; Zefeng Chen (IEEE Trans. Evol. Comput., 2019)

Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation. - Xiaoyu He 001; Yuren Zhou; Zefeng Chen (IEEE Trans. Evol. Comput., 2019)

Evolutionary Many-Objective Optimization Based on Dynamical Decomposition. - Xiaoyu He 001; Yuren Zhou; Zefeng Chen; Qingfu Zhang 001 (IEEE Trans. Evol. Comput., 2019)

An evolutionary approach to black-box optimization on matrix manifolds. - Xiaoyu He 001; Yuren Zhou; Zefeng Chen; Siyu Jiang (Appl. Soft Comput., 2020)

One-step Kernel Multi-view Subspace Clustering. - Guang-Yu Zhang; Yu-Ren Zhou; Xiaoyu He 001; Chang-Dong Wang 001; Dong Huang 001 (Knowl. Based Syst., 2020)

Joint representation learning for multi-view subspace clustering. - Guang-Yu Zhang; Yu-Ren Zhou; Chang-Dong Wang 001; Dong Huang 001; Xiaoyu He 001 (Expert Syst. Appl., 2021)

Large-Scale Evolution Strategy Based on Search Direction Adaptation. - Xiaoyu He 001; Yuren Zhou; Zefeng Chen; Jun Zhang 003; Wei-Neng Chen (IEEE Trans. Cybern., 2021)

Running Time Analysis of MOEA/D on Pseudo-Boolean Functions. - Zhengxin Huang; Yuren Zhou; Zefeng Chen; Xiaoyu He 001; Xinsheng Lai; Xiaoyun Xia (IEEE Trans. Cybern., 2021)

MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization. - Xiaoyu He 001; Zibin Zheng; Yuren Zhou (IEEE Trans. Evol. Comput., 2021)

Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations. - Yuren Zhou; Yi Xiang; Xiaoyu He 001 (IEEE Trans. Evol. Comput., 2021)

QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning. - Xiaoyu He 001; Zibin Zheng; Yuren Zhou; Chuan Chen 001 (SIAM J. Optim., 2022)

Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization. - Zefeng Chen; Yuren Zhou; Xiaoyu He 001; Jun Zhang 003 (IEEE Trans. Cybern., 2022)

A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems. - Yuren Zhou; Xiaoyu He 001; Zefeng Chen; Siyu Jiang (IEEE Trans. Cybern., 2022)

Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization. - Xiaoyu He 001; Zibin Zheng; Zefeng Chen; Yuren Zhou (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee. - Chunjiang Che; Xiaoli Li 016; Chuan Chen 001; Xiaoyu He 001; Zibin Zheng (IEEE Trans. Parallel Distributed Syst., 2022)

Distributed Evolution Strategies for Black-Box Stochastic Optimization. - Xiaoyu He 001; Zibin Zheng; Chuan Chen 001; Yuren Zhou; Chuan Luo 002; Qingwei Lin (IEEE Trans. Parallel Distributed Syst., 2022)

A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees. - Xiaoyu He 001; Xueyan Tang; Wentong Cai 001; Jingning Li (Artif. Intell., 2024)

A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning. - Chenlin Wu; Xiaoyu He 001; Zike Li; Zibin Zheng (CoRR, 2024)

Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring. - Xiaoyu He 001; Xueyan Tang; Zibin Zheng; Yuren Zhou (IEEE Trans. Evol. Comput., 2024)

LADA: Latent-Space Adversarial Diffusion Attack in Remote Sensing. - Qianlong Dang; Junhu Ruan; Tao Zhan; Maoguo Gong; Xiaoyu He 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Boosting Adversarial Transferability by Batchwise Amplitude Spectrum Normalization. - Qianlong Dang; Tao Zhan; Maoguo Gong; Xiaoyu He 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Transformer-Based Intelligent Prediction Model for Multimodal Multi-Objective Optimization. - Qianlong Dang; Guanghui Zhang; Ling Wang 001; Yang Yu 005; Shuai Yang 003; Xiaoyu He 001 (IEEE Comput. Intell. Mag., 2025)