| 2026 | GECCO | Mapping the Fitness Landscape: A Structure-Guided Approach to Multi-Modal Optimization. | Xiang Meng, Yan Pei |
| 2025 | CEC | Interactive Evolutionary Computation in the Latent Space of Deep Learning Models for Creative Game Content Generation. | Yu-Cheng Cheng, Yanan Wang, Yan Pei |
| 2025 | ICONIP | Optimization Design of Adaptive Loss Function Using Evolutionary Neural Networks. | Xiang Meng, Zhaoyang Hai, Xiabi Liu, Yan Pei |
| 2025 | IJCNN | Multi-layer Structure Autoencoder for Deep Learning Using Kernel Method. | Pengzhi Li, Yan Pei, Jianqiang Li |
| 2025 | IJCNN | Prediction of Coronary Artery Dissection Hemodynamics based on Physics-informed PointNet and Difference Graph Convolution. | Yan Pei, Kaiyue Zhang, Pan Song, Min Dai, Gang He, Jun Wen |
| 2025 | SMC | KEMO: A multi-objective thought chain distillation based model for intraoperative hazardous prediction and event plan generation. | Sen Hao, Huimin Wu, Qing Zhao, Hongzhi Qi, Shuyao Che, Sheng Wang, Yan Pei, Yinuo Ouyang, Jianqiang Li |
| 2025 | SMC | Enhancing Non-dominated Sorting Genetic Algorithm III Using Chaotic Dynamics and Estimated Convergence Point. | Zitong Wang, Yan Pei, Jianqiang Li |
| 2025 | SMC | Balancing Exploration and Exploitation in Maximum Diffusion Reinforcement Learning Using Evolutionary Computation Algorithm. | Ying Zhao, Yan Pei |
| 2024 | CEC | Evolutionary Multi - Modal Optimization Using Persistence-Based Clustering in Riemannian Manifolds. | Xiang Meng, Yan Pei, Hideyuki Takagi |
| 2024 | GECCO | A User-Guided Generation Framework for Personalized Music Synthesis Using Interactive Evolutionary Computation. | Yanan Wang, Yan Pei, Zerui Ma, Jianqiang Li |
| 2024 | IJCNN | Lesion Feature Extraction and Classification Optimization Method Using Dynamic Fusion of Global Attention and Local Attention. | Xueyao Cui, Huiyan Jiang, Yang Zhou, Xianhua Han, Xuena Li, Yan Pei |
| 2024 | SMC | Exploring the Potential of Discrete Chaotic Evolution Algorithm for Combinatorial Optimization. | Yi Ding, Xiang Meng, Yan Pei, Jianqiang Li |
| 2024 | SMC | Reconstruction and Prediction of Spatio-Temporal Temperature and Salinity Fields in Controlled River Using Data-Driven Deep Fusion. | Lei Jia, Yan Pei, Neil Y. Yen |
| 2024 | SMC | Modeling Hydrodynamic Diffusion Processes using Spatio-Temporal Deep Neural Networks with Environmental Physical-Coupled Constraints. | Lei Jia, Neil Y. Yen, Yan Pei |
| 2023 | GECCO | A comprehensive and brief survey on interactive evolutionary computation in sound and music composition for algorithmic auditory and acoustic design with human-in-the-loop. | Yan Pei |
| 2023 | SMC | A Data Analysis Method Using Orthogonal Transformation in a Reproducing Kernel Hilbert Space. | Lingxiao Qu, Yan Pei, Jianqiang Li |
| 2023 | SMC | DDPM-SKDNet: A Deep Learning Method for ICG Image Classification. | Yuhao Wang, Bo Liu, Bin Yang, Jianqiang Li, Yong Li, Yan Pei |
| 2023 | SMC | Fitness Landscape Approximation with Dimensionality Reduction Using Multi-dimensional Scaling. | Ying Zhao, Jun Yu, Yan Pei |
| 2022 | CoDIT | A Dual-channel Attention Model for Optical Microscope Pollen Classification. | Yanan Li, Jianqiang Li, Yan Pei, Jin Wang |
| 2022 | GECCO | An analysis on effectiveness of estimated convergence points for enhancement of multi-objective optimization algorithms. | Yuhei Yamaya, Yan Pei |
| 2022 | SMC | Chaotic Evolution Using Deterministic Crowding Method for Multi-modal Optimization. | Xiang Meng, Yi Ding, Yan Pei |
| 2021 | CEC | Cooperative Chaotic Evolution. | Jun Yu, Zitong Wang, Yan Pei |
| 2021 | COMPSAC | Breast Mass Detection and Classification Using Deep Convolutional Neural Networks for Radiologist Diagnosis Assistance. | Tariq Mahmood, Jianqiang Li, Yan Pei, Faheem Akhtar, Yanhe Jia, Zahid Hussain Khand |
| 2021 | SMC | An analysis of optimization performance on chaotic evolution algorithm using multiple chaotic systems with elite strategy. | Tran Thi Thoa, Yan Pei |
| 2020 | AINA | Hash Flow: An Access Control Mechanism for Software Defined Network. | Shih-Hao Chang, Yan Pei, Ping-Tsai Chung |
| 2020 | COMPSAC | Exploiting Ensemble Classification Schemes to Improve Prognosis Process for Large for Gestational Age Fetus Classification. | Faheem Akhtar, Jianqiang Li, Yan Pei, Azhar Imran, Gul Muhammad Shaikh, Chun Xu |
| 2020 | GECCO | Characteristic analysis of auditory perception and aesthetics in sound composition optimization using revised interactive differential evolution. | Hayato Shindo, Yan Pei |
| 2020 | SMC | Automatic Classification of Turner Syndrome Using Unsupervised Feature Learning. | Lu Liu, Jingchao Sun, Jianqiang Li, Yan Pei |
| 2020 | SMC | Chaotic Evolution Algorithm with Elite Strategy in Single-objective and Multi-objective Optimization. | Yan Pei |
| 2019 | CEC | Chaotic Evolution Algorithms Using Opposition-Based Learning. | Tianshui Li, Yan Pei |
| 2018 | SMC | Kernel PLS Regression II: Kernel Partial Least Squares Regression by Projecting Both Independent and Dependent Variables into Reproducing Kernel Hilbert Space. | Yan Pei |
| 2018 | SMC | Competitive Strategies for Differential Evolution. | Jun Yu, Yan Pei, Hideyuki Takagi |
| 2017 | SMC | Autoencoder using kernel methoc. | Yan Pei |
| 2016 | CEC | Accelerating evolutionary computation using estimated convergence points. | Jun Yu, Yan Pei, Hideyuki Takagi |
| 2016 | SMC | Principal component selection of machine learning algorithms based on orthogonal transformation by using interactive evolutionary computation. | Yan Pei |
| 2015 | CEC | Analytical estimation of the convergence point of populations. | Noboru Murata, Ryuei Nishii, Hideyuki Takagi, Yan Pei |
| 2015 | CEC | Local information of fitness landscape obtained by paired comparison-based memetic search for interactive differential evolution. | Yan Pei, Hideyuki Takagi |
| 2015 | ICNC | Error awareness by lower and upper bounds in ensemble learning. | Yong Liu, Qiangfu Zhao, Yan Pei |
| 2015 | SMC | Strategy Equilibrium of Evolutionary Computation: Towards Its Algorithmic Mechanism Design. | Yan Pei |
| 2015 | SMC | Linear Principal Component Discriminant Analysis. | Yan Pei |
| 2014 | DASC | Ensemble Learning with Correlation-Based Penalty. | Yong Liu, Qiangfu Zhao, Yan Pei |
| 2014 | ICNC | Control of correlation in negative correlation learning. | Yong Liu, Qiangfu Zhao, Yan Pei |
| 2014 | IJCNN | From low negative correlation learning to high negative correlation learning. | Yong Liu, Qiangfu Zhao, Yan Pei |
| 2014 | SMC | Study on the effect of learning parameters on decision boundary making algorithm. | Yuya Kaneda, Yan Pei, Qiangfu Zhao, Yong Liu |
| 2014 | SMC | A comprehensive analysis on optimization performance of chaotic evolution and its parameter distribution. | Yan Pei, Hideyuki Takagi, Qiangfu Zhao, Yong Liu |
| 2013 | FOGA | Triple and quadruple comparison-based interactive differential evolution and differential evolution. | Yan Pei, Hideyuki Takagi |
| 2013 | ICNC | A chaotic ergodicity based evolutionary computation algorithm. | Yan Pei |
| 2013 | SMC | Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning. | Yan Pei, Hideyuki Takagi |
| 2012 | CEC | Fourier analysis of the fitness landscape for evolutionary search acceleration. | Yan Pei, Hideyuki Takagi |
| 2012 | SMC | An empirical study on influence of approximation approaches on enhancing fireworks algorithm. | Yan Pei, Shaoqiu Zheng, Ying Tan, Hideyuki Takagi |
| 2009 | HIS | Application Research on Machine Learning and Statistical Forecasting Algorithm in Traffic Information Forecasting System. | Yan Pei, Guang-Ming Yang |