Qing-Fu Zhang

Most-cited papers

Pareto Multi-Task Learning
Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qing-Fu Zhang +1 more
2019Neural Information Processing Systems456 citations
Semantic Scholar
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy
Qing-Ling Zhu, Qing-Fu Zhang, Qiu-Zhen Lin
2020IEEE Transactions on Evolutionary Computation234 citations
Semantic Scholar
Building Change Detection for VHR Remote Sensing Images via Local–Global Pyramid Network and Cross-Task Transfer Learning Strategy
Tongfei Liu, Mao-Guo Gong, Di Lu, Qing-Fu Zhang +3 more
2022IEEE Transactions on Geoscience and Remote Sensing141 citations
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Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions
Jiawei Yuan, Hai-Lin Liu, Fangqing Gu, Qing-Fu Zhang +1 more
2021IEEE Transactions on Evolutionary Computation141 citations
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Pareto Set Learning for Expensive Multi-Objective Optimization
Xi Lin, Zhiyuan Yang, Xiao-Yan Zhang, Qing-Fu Zhang
2022Neural Information Processing Systems122 citations Open access
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Pareto Set Learning for Neural Multi-objective Combinatorial Optimization
Xi Lin, Zhiyuan Yang, Qing-Fu Zhang
2022International Conference on Learning Representations121 citations Open access
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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
Yu-Heng Jia, Hui Liu, Jun-Hui Hou, S. Kwong +1 more
2020IEEE transactions on circuits and systems for video technology (Print)119 citations Open access
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Graph Neural Network Encoding for Community Detection in Attribute Networks
Jian-Yong Sun, Wei Zheng, Qing-Fu Zhang, Zong-Ben Xu
2020IEEE Transactions on Cybernetics113 citations Open access
Semantic Scholar
Evolutionary Many-Objective Optimization Based on Dynamical Decomposition
Xiao-Yu He, Yu-Ren Zhou, Zefeng Chen, Qing-Fu Zhang
2019IEEE Transactions on Evolutionary Computation100 citations
Semantic Scholar
Evolution strategies for continuous optimization: A survey of the state-of-the-art
Zhenhua Li, Xi Lin, Qing-Fu Zhang, Hai-Lin Liu
2020Swarm and Evolutionary Computation88 citations
Semantic Scholar
Controllable Pareto Multi-Task Learning
Xi Lin, Zhiyuan Yang, Qing-Fu Zhang, S. Kwong
2020arXiv.org86 citations
Semantic Scholar
Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer
Xian-Peng Wang, Zhi-Ming Dong, Lixin Tang, Qing-Fu Zhang
2023IEEE Transactions on Evolutionary Computation85 citations
Semantic Scholar
Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization
Geng-Hui Li, Qing-Fu Zhang
2021IEEE Transactions on Evolutionary Computation77 citations
Semantic Scholar
An evolutionary multi-objective optimization framework of discretization-based feature selection for classification
Yu Zhou, Junhao Kang, S. Kwong, Xu Wang +1 more
2021Swarm and Evolutionary Computation72 citations
Semantic Scholar
Cooperative Multiobjective Evolutionary Algorithm With Propulsive Population for Constrained Multiobjective Optimization
Jiahai Wang, Yan-Yue Li, Qing-Fu Zhang, Zi-Zhen Zhang +1 more
2022IEEE Transactions on Systems, Man & Cybernetics. Systems68 citations
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Evolutionary Competitive Multitasking Optimization
Geng-Hui Li, Qing-Fu Zhang, Zhenkun Wang
2022IEEE Transactions on Evolutionary Computation65 citations
Semantic Scholar
A Three-Level Radial Basis Function Method for Expensive Optimization
Geng-Hui Li, Qing-Fu Zhang, Qiu-Zhen Lin, Weifeng Gao
2021IEEE Transactions on Cybernetics65 citations
Semantic Scholar
Approximating Hypervolume and Hypervolume Contributions Using Polar Coordinate
Jing-Da Deng, Qing-Fu Zhang
2019IEEE Transactions on Evolutionary Computation63 citations
Semantic Scholar
Crowd Counting Via Perspective-Guided Fractional-Dilation Convolution
Zhaoyi Yan, Ruimao Zhang, Hongzhi Zhang, Qing-Fu Zhang +1 more
2021IEEE transactions on multimedia58 citations Open access
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Choose Appropriate Subproblems for Collaborative Modeling in Expensive Multiobjective Optimization
Zhenkun Wang, Qing-Fu Zhang, Y. Ong, Shunyu Yao +2 more
2021IEEE Transactions on Cybernetics56 citations
Semantic Scholar
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution
Xin Liu, Jian-Yong Sun, Qing-Fu Zhang, Zhenkun Wang +1 more
2023IEEE Transactions on Emerging Topics in Computational Intelligence51 citations
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A Penalty-Based Differential Evolution for Multimodal Optimization
Zhifang Wei, Weifeng Gao, Geng-Hui Li, Qing-Fu Zhang
2021IEEE Transactions on Cybernetics51 citations
Semantic Scholar
Fast Covariance Matrix Adaptation for Large-Scale Black-Box Optimization
Zhenhua Li, Qing-Fu Zhang, Xi Lin, Hui-Ling Zhen
2020IEEE Transactions on Cybernetics51 citations
Semantic Scholar
Heuristics for Vehicle Routing Problem: A Survey and Recent Advances
Fei Liu, Chengyu Lu, Lin Gui, Qing-Fu Zhang +2 more
2023arXiv.org50 citations Open access
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Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning
Zhenkun Wang, Hui-Ling Zhen, Jing-Da Deng, Qing-Fu Zhang +3 more
2021IEEE Transactions on Cybernetics49 citations
Semantic Scholar
Evolutionary Deep Fusion Method and its Application in Chemical Structure Recognition
Xin-Yan Liang, Q. Guo, Yu-Hua Qian, Wei-Ping Ding +1 more
2021IEEE Transactions on Evolutionary Computation46 citations
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Multi-strategy dynamic multi-objective evolutionary algorithm with hybrid environmental change responses
Hu Peng, Chang-Jiang Mei, Si-Xiang Zhang, Zhongtian Luo +2 more
2023Swarm and Evolutionary Computation45 citations
Semantic Scholar
Clustering Ensemble Meets Low-rank Tensor Approximation
Yu-Heng Jia, Hui Liu, Jun-Hui Hou, Qing-Fu Zhang
2020AAAI Conference on Artificial Intelligence45 citations Open access
Semantic Scholar
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification
Hui Liu, Yu-Heng Jia, Jun-Hui Hou, Qing-Fu Zhang
2021IEEE transactions on circuits and systems for video technology (Print)44 citations
Semantic Scholar
Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization
Liang Zhao, Qing-Fu Zhang
2024IEEE Transactions on Evolutionary Computation40 citations Open access
Semantic Scholar
An Effective Ensemble Framework for Multiobjective Optimization
Wen-Jun Wang, Shaoqiang Yang, Qiu-Zhen Lin, Qing-Fu Zhang +3 more
2019IEEE Transactions on Evolutionary Computation40 citations Open access
Semantic Scholar
Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm
Weifeng Gao, G. Li, Qing-Fu Zhang, Yuting Luo +1 more
2021IEEE Transactions on Systems, Man & Cybernetics. Systems39 citations
Semantic Scholar
Cooperative Coevolution With Knowledge-Based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization
Xinye Cai, Qi Sun, Zhenhua Li, Yu-Shun Xiao +3 more
2022IEEE Transactions on Evolutionary Computation33 citations
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Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images
Zhiyu Zhu, Hui Liu, Jun-Hui Hou, Sen Jia +1 more
2021IEEE Transactions on Computational Imaging33 citations
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Multiobjective Ensemble Learning With Multiscale Data for Product Quality Prediction in Iron and Steel Industry
Xian-Peng Wang, Yao Wang, Li-Xin Tang, Qing-Fu Zhang
2024IEEE Transactions on Evolutionary Computation31 citations
Semantic Scholar
Maximum Entropy Subspace Clustering Network
Zhihao Peng, Yu-Heng Jia, Hui Liu, Jun-Hui Hou +1 more
2020IEEE transactions on circuits and systems for video technology (Print)31 citations Open access
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Offline and Online Objective Reduction via Gaussian Mixture Model Clustering
Geng-Hui Li, Zhenkun Wang, Qing-Fu Zhang, Jian-Yong Sun
2023IEEE Transactions on Evolutionary Computation30 citations
Semantic Scholar
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild
Zhiyu Zhu, Hui Liu, Jun-Hui Hou, Huanqiang Zeng +1 more
2021IEEE International Conference on Computer Vision30 citations Open access
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Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks
Pei-qiu Huang, Qing-Fu Zhang, Yong Wang
2023IEEE Transactions on Evolutionary Computation25 citations
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Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]
Hao-Tian Zhang, Jian-Yong Sun, Thomas Bäck, Qing-Fu Zhang +1 more
2023IEEE Computational Intelligence Magazine25 citations Open access
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Novel Multitask Conditional Neural-Network Surrogate Models for Expensive Optimization
Jianping Luo, Liang Chen, Xia Li, Qing-Fu Zhang
2020IEEE Transactions on Cybernetics25 citations
Semantic Scholar
Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm
Hui Li, K. Deb, Qing-Fu Zhang
2019IEEE Transactions on Evolutionary Computation25 citations
Semantic Scholar
Self-Supervised Symmetric Nonnegative Matrix Factorization
Yu-Heng Jia, Hui Liu, Jun-Hui Hou, S. Kwong +1 more
2021IEEE transactions on circuits and systems for video technology (Print)24 citations Open access
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Improving Pareto Local Search Using Cooperative Parallelism Strategies for Multiobjective Combinatorial Optimization
Jia-Long Shi, Jian-Yong Sun, Qing-Fu Zhang, Hao-Tian Zhang +1 more
2022IEEE Transactions on Cybernetics22 citations
Semantic Scholar
Ensemble-Learning-Based Multiobjective Optimization for Antenna Design
Xin-Chen Wang, Gang Wang, Dong Wang, Qing-Fu Zhang
2023IEEE Transactions on Antennas and Propagation21 citations
Semantic Scholar
Continuation Path Learning for Homotopy Optimization
Xi Lin, Zhiyuan Yang, Xiao-Yan Zhang, Qing-Fu Zhang
2023International Conference on Machine Learning20 citations Open access
Semantic Scholar
Combining Lyapunov Optimization With Evolutionary Transfer Optimization for Long-Term Energy Minimization in IRS-Aided Communications
Pei-qiu Huang, Yong Wang, Kezhi Wang, Qing-Fu Zhang
2022IEEE Transactions on Cybernetics20 citations Open access
Semantic Scholar
Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume
Jing-Da Deng, Qing-Fu Zhang
2020IEEE Transactions on Evolutionary Computation20 citations
Semantic Scholar
Generalization Performance of Pure Accuracy and its Application in Selective Ensemble Learning
Jie-Ting Wang, Yu-Hua Qian, Fei-Jiang Li, Ji-Ye Liang +1 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence18 citations
Semantic Scholar
Continuous Encoding for Overlapping Community Detection in Attributed Network
Wei Zheng, Jian-Yong Sun, Qing-Fu Zhang, Zong-Ben Xu
2022IEEE Transactions on Cybernetics16 citations
Semantic Scholar