Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. - Xingyi Zhang 001; Fuchen Duan; Lei Zhang 060; Fan Cheng 001; Yaochu Jin; Ke Tang 001 (IEEE Comput. Intell. Mag., 2017)

A Hybrid Social Spider Optimization Algorithm with Differential Evolution for Global Optimization. - Jianfeng Qiu; Juan Xie; Fan Cheng 001; Xuefeng Zhang; Lei Zhang 060 (J. Univers. Comput. Sci., 2017)

An Adaptive Robust Online Method for AUC Maximization. - Fan Cheng 001; Xia Zhang; Chuang Zhang; Jianfeng Qiu; Lei Zhang 060 (IEEE Access, 2018)

A local information based multi-objective evolutionary algorithm for community detection in complex networks. - Fan Cheng 001; Tingting Cui; Yansen Su; Yunyun Niu; Xingyi Zhang 001 (Appl. Soft Comput., 2018)

A multi-objective evolutionary approach for mining frequent and high utility itemsets. - Lei Zhang 060; Guanglong Fu; Fan Cheng 001; Jianfeng Qiu; Yansen Su (Appl. Soft Comput., 2018)

MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank. - Fan Cheng 001; Wei Guo 014; Xingyi Zhang 001 (Complex., 2018)

An adaptive mini-batch stochastic gradient method for AUC maximization. - Fan Cheng 001; Xia Zhang; Chuang Zhang; Jianfeng Qiu; Lei Zhang 060 (Neurocomputing, 2018)

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2018)

Personalized Recommendation for Crowdfunding Platform: A Multi-objective Approach. - Lei Zhang 060; Xin Zhang; Fan Cheng 001; Xiaoyan Sun 002; Hongke Zhao (CEC, 2019)

A Diversity Based Competitive Multi-objective PSO for Feature Selection. - Jianfeng Qiu; Fan Cheng 001; Lei Zhang 060; Yi Xu 004 (ICIC (2), 2019)

A Sparse Stochastic Method With Optimal Convergence Rate for Optimizing Pseudo-Linear Performance Measures. - Fan Cheng 001; Yangxi Liu; Jianfeng Qiu; Lei Zhang 060 (IEEE Access, 2019)

An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns. - Lei Zhang 060; Shangshang Yang; Xinpeng Wu; Fan Cheng 001; Ying Xie 002; Zhiting Lin (Eng. Appl. Artif. Intell., 2019)

Multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve. - Fan Cheng 001; Guanglong Fu; Xingyi Zhang 001; Jianfeng Qiu (Knowl. Based Syst., 2019)

A multi-level knee point based multi-objective evolutionary algorithm for AUC maximization. - Jianfeng Qiu; Minghui Liu; Lei Zhang 060; Wei Li; Fan Cheng 001 (Memetic Comput., 2019)

Community-Grouping Based Particle Swarm optimisation Algorithm for Feature Selection. - Jianfeng Qiu; Jiangchuan Wan; Lei Zhang 060; Fan Cheng 001; Yongkang Luo (CEC, 2020)

An Overlapping Community Detection Based Multi-Objective Evolutionary Algorithm for Diversified Social Influence Maximization. - Lei Zhang 060; Fengiiao Sun; Fan Cheng 001; Haiping Ma; Xiaoyan Sun 002 (CEC, 2020)

Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm. - Fan Cheng 001; Qiangqiang Zhang; Ye Tian 009; Xingyi Zhang 001 (Appl. Soft Comput., 2020)

A subregion division based multi-objective evolutionary algorithm for SVM training set selection. - Fan Cheng 001; Jiabin Chen; Jianfeng Qiu; Lei Zhang 060 (Neurocomputing, 2020)

Multi-Objective Optimization of Critical Node Detection Based on Cascade Model in Complex Networks. - Lei Zhang 060; Jiajun Xia; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2020)

An evolutionary multi-objective approach to learn from positive and unlabeled data. - Jianfeng Qiu; Xiaoqiang Cai; Xingyi Zhang 001; Fan Cheng 001; Shenzhi Yuan; Guanglong Fu (Appl. Soft Comput., 2021)

A multi-objective evolutionary algorithm based on length reduction for large-scale instance selection. - Fan Cheng 001; Feixiang Chu; Lei Zhang 060 (Inf. Sci., 2021)

An interactive filter-wrapper multi-objective evolutionary algorithm for feature selection. - Zhengyi Liu; Bo Chang; Fan Cheng 001 (Swarm Evol. Comput., 2021)

A Local-Global Influence Indicator Based Constrained Evolutionary Algorithm for Budgeted Influence Maximization in Social Networks. - Lei Zhang 060; Yutong Liu; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2021)

A Local-Neighborhood Information Based Overlapping Community Detection Algorithm for Large-Scale Complex Networks. - Fan Cheng 001; Congtao Wang; Xingyi Zhang 001; Yun Yang 003 (IEEE/ACM Trans. Netw., 2021)

A Community Structure Enhancement-Based Community Detection Algorithm for Complex Networks. - Yansen Su; Chunlong Liu; Yunyun Niu; Fan Cheng 001; Xingyi Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

An Evolutionary Multitasking Method for Multiclass Classification. - Fan Cheng 001; Congcong Zhang; Xingyi Zhang 001 (IEEE Comput. Intell. Mag., 2022)

Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates. - Qijun Wang; Ping Liu; Lei Zhang 060; Fan Cheng 001; Jianfeng Qiu; Xingyi Zhang 001 (Knowl. Based Syst., 2022)

A loss matrix-based alternating optimization method for sparse PU learning. - Jianfeng Qiu; Xiaoqiang Cai; Lei Zhang 060; Fan Cheng 001 (Swarm Evol. Comput., 2022)

Personalized Recommendation in P2P Lending Based on Risk-Return Management: A Multi-Objective Perspective. - Lei Zhang 060; Xinpeng Wu; Hongke Zhao; Fan Cheng 001; Qi Liu 003 (IEEE Trans. Big Data, 2022)

A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. - Ye Tian 009; Chang Lu; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Cybern., 2022)

A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection. - Fan Cheng 001; Feixiang Chu; Yi Xu 004; Lei Zhang 060 (IEEE Trans. Cybern., 2022)

CoEA: A Cooperative-Competitive Evolutionary Algorithm for Bidirectional Recommendations. - Hongke Zhao; Xinpeng Wu; Chuang Zhao 002; Lei Zhang 060; Haiping Ma; Fan Cheng 001 (IEEE Trans. Evol. Comput., 2022)

A Global-to-Local Evolutionary Algorithm for Hyperspectral Endmember Extraction. - Fan Cheng 001; Naikun Chen; Chao Wang 039; Qijun Wang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm. - Qijun Wang; Chaoping Song; Yanni Dong; Fan Cheng 001; Lyuyang Tong; Bo Du 001; Xingyi Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multi-Objective Optimization of Local Overlapping Community Detection: A Formal Model and Novel Evolutionary Algorithm. - Lei Zhang 060; Bin Li; Haipeng Yang; Fan Cheng 001; Cheng Zhang 010; Renzhi Cao (IEEE Trans. Netw. Sci. Eng., 2023)

An Interactive Co-Evolutionary Framework for Multi-Objective Critical Node Detection on Large-Scale Complex Networks. - Lei Zhang 060; Huaijin Zhang; Haipeng Yang; Zhengyi Liu; Fan Cheng 001 (IEEE Trans. Netw. Sci. Eng., 2023)

A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification. - Fan Cheng 001; Junjie Cui; Qijun Wang; Lei Zhang 060 (IEEE Trans. Evol. Comput., 2023)

Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms. - Fan Cheng 001; Changjun Zhou; Xudong Liu; Qijun Wang; Jianfeng Qiu; Lei Zhang 060 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks. - Lei Zhang 060; Yutong Liu; Haipeng Yang; Fan Cheng 001; Qi Liu 003; Xingyi Zhang 001 (CAAI Trans. Intell. Technol., 2023)

Convex-hull based robust evolutionary optimization approach for ROC maximization under label noise. - Jianfeng Qiu; Shengda Shu; Qiangqiang Zhang; Chao Wang 039; Fan Cheng 001; Xingyi Zhang 001 (Appl. Soft Comput., 2023)

A multi-objective evolutionary algorithm for robust positive-unlabeled learning. - Jianfeng Qiu; Qi Tang; Ming Tan; Kaixuan Li 001; Juan Xie; Xiaoqiang Cai; Fan Cheng 001 (Inf. Sci., 2024)

Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. - Qijun Wang; Yong Liu 026; Ke Xu 011; Yanni Dong; Fan Cheng 001; Ye Tian 009; Bo Du 001; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

SelfGCN: Graph Convolution Network With Self-Attention for Skeleton-Based Action Recognition. - Zhize Wu; Pengpeng Sun; Xin Chen; Keke Tang; Tong Xu 001; Le Zou; Xiaofeng Wang 009; Ming Tan; Fan Cheng 001; Thomas Weise 001 (IEEE Trans. Image Process., 2024)

A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization. - Kaixuan Li 001; Qilong Hu; Qingshan Liu 002; Zhigang Zeng; Fan Cheng 001 (IEEE Trans. Netw. Sci. Eng., 2024)

A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks. - Haipeng Yang; Bin Li; Fan Cheng 001; Peng Zhou 006; Renzhi Cao; Lei Zhang 060 (IEEE Trans. Comput. Soc. Syst., 2024)

LSHA: A Local Structure-Based Community Detection Attack Heuristic Approach. - Haipeng Yang; Lin Chen; Fan Cheng 001; Jianfeng Qiu; Lei Zhang 060 (IEEE Trans. Comput. Soc. Syst., 2024)

An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization. - Fan Cheng 001; Shengda Shu; Lei Zhang 060; Ming Tan; Jianfeng Qiu (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Sparsity-Preserved Pareto Optimization for Subset Selection. - Lei Zhang 060; Xiang Sun; Haipeng Yang; Fan Cheng 001 (IEEE Trans. Evol. Comput., 2024)

A feedback matrix based evolutionary multitasking algorithm for high-dimensional ROC convex hull maximization. - Jianfeng Qiu; Ning Wang; Shengda Shu; Kaixuan Li 001; Juan Xie; Chunhui Chen 010; Fan Cheng 001 (Inf. Sci., 2025)

Auxiliary optimization framework based on scaling transformation matrix for large-scale multi-objective problem. - Yuanyuan Ge; Zhanpeng Wang; Hongyan Wang; Fan Cheng 001; Lei Zhang 060 (Swarm Evol. Comput., 2025)

GEFS-AO: A novel graph-based evolutionary feature selection method from the view of auxiliary optimization. - Kaixuan Li 001; Ying Sun; Mingming Xia; Chao Wang 039; Changjun Zhou; Fan Cheng 001 (Swarm Evol. Comput., 2025)

An Evolutionary Multitasking Method for Multi-Objective Critical Node Detection on Interdependent Networks. - Lei Zhang 060; Huaijin Zhang; Xinyi Feng; Haipeng Yang; Fan Cheng 001 (IEEE Trans. Cogn. Commun. Netw., 2025)

A Diversified Population Migration-Based Multiobjective Evolutionary Algorithm for Dynamic Community Detection. - Lei Zhang 060; Chaofan Qin; Haipeng Yang; Zishan Xiong; Renzhi Cao; Fan Cheng 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

SMEM: A Subspace Merging Based Evolutionary Method for High-Dimensional Feature Selection. - Kaixuan Li 001; Shibo Jiang; Rui Zhang; Jianfeng Qiu; Lei Zhang 060; Lixia Yang; Fan Cheng 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Pareto Optimization for Subset Selection via Steering Mutation With Theoretical Guarantee [Research Frontier]. - Lei Zhang 060; Zhanpeng Wang; Haipeng Yang; Fan Cheng 001 (IEEE Comput. Intell. Mag., 2025)

A Flattened-Tree Genetic Programming Approach with Multi-Scale Feature Extraction for Image Classification. - Jianfeng Qiu; Mingshuai Ding; Kaixuan Li 001; Lei Zhang 060; Chao Wang 039; Juan Xie; Fan Cheng 001 (Memetic Comput., 2025)