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Jian-Yong Sun · SciRah

Researcher profile · Semantic Scholar

Jian-Yong Sun

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Jian-Yong Sun — researcher profile on SciRah

h-index: 30
Works: 233
Citations: 3,910

Most-cited papers

Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient
Jian-Yong Sun, Xin Liu, Thomas Back, Zong-Ben Xu
2021IEEE Transactions on Evolutionary Computation146 citations Open access
Semantic Scholar
MSIsensor-pro: Fast, Accurate, and Matched-normal-sample-free Detection of Microsatellite Instability
Peng Jia, Xiao-Fei Yang, Li Guo, Bowen Liu +5 more
2020bioRxiv118 citations Open access
Semantic Scholar
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
Three chromosome-scale Papaver genomes reveal punctuated patchwork evolution of the morphinan and noscapine biosynthesis pathway
Xiao-Fei Yang, Sheng-Han Gao, Li Guo, Bo Wang +8 more
2021Nature Communications77 citations Open access
Semantic Scholar
A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries
Zhenkun Wang, Y. Ong, Jian-Yong Sun, Abhishek Gupta +1 more
2019IEEE Transactions on Evolutionary Computation76 citations
Semantic Scholar
Learning to Search for MIMO Detection
Jian-Yong Sun, Yi-Qing Zhang, J. Xue, Zong-Ben Xu
2019IEEE Transactions on Wireless Communications72 citations Open access
Semantic Scholar
A new learning-based adaptive multi-objective evolutionary algorithm
Jian-Yong Sun, Hu Zhang, Ai-Min Zhou, Qing-Fu Zhang +1 more
2019Swarm and Evolutionary Computation54 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
Semantic Scholar
Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm
Hui Li, Jing-Da Deng, Qing-Fu Zhang, Jian-Yong Sun
2019Swarm and Evolutionary Computation38 citations
Semantic Scholar
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection
Yi-Qing Zhang, Jian-Yong Sun, J. Xue, G. Li +1 more
2022IEEE Transactions on Signal Processing33 citations
Semantic Scholar
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
Learning Adaptive Differential Evolution by Natural Evolution Strategies
Hao-Tian Zhang, Jian-Yong Sun, K. Tan, Zong-Ben Xu
2023IEEE Transactions on Emerging Topics in Computational Intelligence30 citations
Semantic Scholar
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning
Zhong-Ying Yuan, Geng-Hui Li, Zhenkun Wang, Jian-Yong Sun +1 more
2023IEEE Transactions on Emerging Topics in Computational Intelligence26 citations
Semantic Scholar
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
Semantic Scholar
Balancing exploration and exploitation in multiobjective evolutionary optimization
Hu Zhang, Jian-Yong Sun, Tonglin Liu, Ke Zhang +1 more
2019Information Sciences25 citations
Semantic Scholar
Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization
Ai-Min Zhou, Jinyuan Zhang, Jian-Yong Sun, Guixu Zhang
2019AAAI Conference on Artificial Intelligence24 citations Open access
Semantic Scholar
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization
G. Li, Qing-Fu Zhang, Jian-Yong Sun, Zhong-Hua Han
2019IEEE Congress on Evolutionary Computation23 citations
Semantic Scholar
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
Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network
Qingming Kong, Jian-Yong Sun, Zongben Xu
2024Knowledge-Based Systems21 citations
Semantic Scholar
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
Chen-Tong Chen, Mengyuan Zhong, Jian-Yong Sun, Ye Fan +1 more
2025arXiv.org20 citations
Semantic Scholar
Learning unified mutation operator for differential evolution by natural evolution strategies
Hao-Tian Zhang, Jian-Yong Sun, Zong-Ben Xu, Jia-Long Shi
2023Information Sciences18 citations
Semantic Scholar
Deep alternating non-negative matrix factorisation
Jian-Yong Sun, Qingming Kong, Zong-Ben Xu
2022Knowledge-Based Systems18 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
Two-stage hybrid learning-based multi-objective evolutionary algorithm based on objective space decomposition
Wei Zheng, Jian-Yong Sun
2022Information Sciences16 citations
Semantic Scholar
Learning to Insert for Constructive Neural Vehicle Routing Solver
Fu Luo, Xi Lin, Mengyuan Zhong, Fei Liu +3 more
2025Neural Information Processing Systems15 citations
Semantic Scholar
Approximating robust Pareto fronts by the MEOF-based multiobjective evolutionary algorithm with two-level surrogate models
Yu-Xiang Shui, Hui Li, Jian-Yong Sun, Qingfu Zhang
2024Information Sciences15 citations
Semantic Scholar
Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm
Hao-Tian Zhang, Jian-Yong Sun, Yuhao Wang, Jia-Long Shi +1 more
2023IEEE Transactions on Emerging Topics in Computational Intelligence14 citations
Semantic Scholar
Adaptive Structural Hyper-Parameter Configuration by Q-Learning
Hao-Tian Zhang, Jian-Yong Sun, Zong-Ben Xu
2020IEEE Congress on Evolutionary Computation13 citations Open access
Semantic Scholar
Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem
Jia-Long Shi, Jian-Yong Sun, Qing-Fu Zhang, Kai Ye
2019IEEE Transactions on Cybernetics13 citations Open access
Semantic Scholar
Uncertainty Awareness in Wireless Communications and Sensing
Shixiong Wang, Wei Dai, Jian-Yong Sun, Zongben Xu +1 more
2024IEEE Communications Magazine12 citations Open access
Semantic Scholar
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection
Shijie Li, Junmin Liu, Wei-Lin Shen, Jian-Yong Sun +1 more
2023Computer Vision and Image Understanding12 citations Open access
Semantic Scholar
Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization
Hao-Tian Zhang, Jia-Long Shi, Jian-Yong Sun, Zong-Ben Xu
2022GECCO Companion11 citations
Semantic Scholar
Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems
Jia-Long Shi, Jian-Yong Sun, Qing-Fu Zhang
2021Applied Soft Computing10 citations Open access
Semantic Scholar
Survey on Neural Routing Solvers
Yun-Peng Ba, Xi Lin, Chang-Liang Zhou, Rui-Hao Zheng +6 more
2026arXiv.org8 citations
Semantic Scholar
Regularity-based evolutionary multi-objective optimization review
Yu-Lan Lu, Xue-Yi Guo, Jinggai Geng, Shuai Wang +6 more
2025Swarm and Evolutionary Computation8 citations Open access
Semantic Scholar
Expected Hypervolume Improvement Is a Particular Hypervolume Improvement
Jing-Da Deng, Jian-Yong Sun, Qingfu Zhang, Hui Li
2025AAAI Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
IAGS: Inferring Ancestor Genome Structure under a Wide Range of Evolutionary Scenarios
Sheng-Han Gao, Xiao-Fei Yang, Jian-Yong Sun, Xi-Xi Zhao +2 more
2022Molecular biology and evolution7 citations Open access
Semantic Scholar
Learning to Mutate for Differential Evolution
Hao-Tian Zhang, Jian-Yong Sun, Zong-Ben Xu
2021IEEE Congress on Evolutionary Computation7 citations
Semantic Scholar
MOEA/D with Two Types of Weight Vectors for Handling Constraints
Qing-Ling Zhu, Qing-Fu Zhang, Qiu-Zhen Lin, Jian-Yong Sun
2019IEEE Congress on Evolutionary Computation7 citations
Semantic Scholar
MIRROR: A Multi-Agent Framework with Iterative Adaptive Revision and Hierarchical Retrieval for Optimization Modeling in Operations Research
Yifan Shi, Jiayi Wang, Min-Yi Wu, Ye Fan +2 more
2026arXiv.org6 citations
Semantic Scholar
Efficient MU-MIMO Beamforming Based on Majorization-Minimization and Deep Unfolding
Qian Xu, Jian-Yong Sun, Zong-Ben Xu
2025IEEE Transactions on Wireless Communications6 citations
Semantic Scholar
Objective Extraction for Simplifying Many-Objective Solution Sets
Geng-Hui Li, Zhenkun Wang, Jian-Yong Sun, Qing-Fu Zhang
2024IEEE Transactions on Emerging Topics in Computational Intelligence6 citations
Semantic Scholar
Learning to select the recombination operator for derivative-free optimization
Hao-Tian Zhang, Jian-Yong Sun, Thomas Bäck, Zongben Xu
2024Science China Mathematics6 citations Open access
Semantic Scholar
New techniques to improve neighborhood exploration in pareto local search
Yuhao Kang, Jia-Long Shi, Jian-Yong Sun, Qingfu Zhang +1 more
2024Expert systems with applications6 citations
Semantic Scholar
A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction
Hui Li, Jian-Yong Sun, De-Yu Meng, Qinfu Zhang
2019IEEE Access6 citations Open access
Semantic Scholar
TIDE: Tuning-Integrated Dynamic Evolution for LLM-Based Automated Heuristic Design
Chen-Tong Chen, Mengyuan Zhong, Ye Fan, Jia-Long Shi +1 more
2026arXiv.org5 citations
Semantic Scholar
A new parallel cooperative landscape smoothing algorithm and its applications on TSP and UBQP
Wei Wang, Jia-Long Shi, Jian-Yong Sun, Arnaud Liefooghe +1 more
2024Expert systems with applications5 citations Open access
Semantic Scholar
The Combination of MOEA/D and WOF for Solving High-Dimensional Expensive Multiobjective Optimization Problems
Yu-Xiang Shui, Hui Li, Jian-Yong Sun, Qingfu Zhang
2023IEEE Congress on Evolutionary Computation5 citations
Semantic Scholar
Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System
Qian Xu, Jian-Yong Sun, Zong-Ben Xu
2023IEEE Transactions on Vehicular Technology5 citations
Semantic Scholar
Nature-Inspired Meta-Heuristic Algorithms for Detecting Protein Complexes in Protein-Protein Interaction Networks: A Survey
Wei Zheng, Jian-Yong Sun, Hao-Tian Zhang
2025IEEE Transactions on Computational Biology and Bioinformatics4 citations
Semantic Scholar

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