Jianyong Sun

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 83

Top Venues

Publications

Qingming Kong, Jianyong Sun, Yongquan Zhang, Zongben Xu
Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling. IEEE Trans. Cybern. 54 (2) (2024)
Yuxiang Shui, Hui Li, Jianyong Sun, Qingfu Zhang
Approximating robust Pareto fronts by the MEOF-based multiobjective evolutionary algorithm with two-level surrogate models. Inf. Sci. 657 (2024)
Jingda Deng, Qingfu Zhang, Jianyong Sun, Hui Li
A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space. IEEE Trans. Evol. Comput. 28 (4) (2024)
Yiqing Zhang, Jianyong Sun, Jiang Xue, Zongben Xu
Improving Signal Detector by Precoding in Uplink Multiuser MIMO System. IEEE Trans. Veh. Technol. 73 (1) (2024)
Qingming Kong, Jianyong Sun, Zongben Xu
Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network. Knowl. Based Syst. 283 (2024)
Hui Li, Yanhui Tang, Yuxiang Shui, Jianyong Sun
A Q-learning Evolutionary Multiobjective Framework for Multiobjective Optimization with Separable and Interacting Variables. CEC (2024)
Jianyong Sun, Fan Song, Qiaohong Li
Addressing posterior collapse by splitting decoders in variational recurrent autoencoders. Neurocomputing 570 (2024)
Haotian Zhang, Jialong Shi, Jianyong Sun, Ali Wagdy Mohamed, Zongben Xu
A Gradient-based Method for Differential Evolution Parameter Control by Smoothing. GECCO Companion (2024)
Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang, Ye Fan
On the Effects of Smoothing Rugged Landscape by Different Toy Problems: A Case Study on UBQP. CEC (2024)
Jialong Shi, Jianyong Sun, Qingfu Zhang, Haotian Zhang, Ye Fan
Improving Pareto Local Search Using Cooperative Parallelism Strategies for Multiobjective Combinatorial Optimization. IEEE Trans. Cybern. 54 (4) (2024)
Genghui Li, Zhenkun Wang, Jianyong Sun, Qingfu Zhang
Objective Extraction for Simplifying Many-Objective Solution Sets. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Yuhao Kang, Jialong Shi, Jianyong Sun, Qingfu Zhang, Ye Fan
New techniques to improve neighborhood exploration in pareto local search. Expert Syst. Appl. 254 (2024)
Yuhao Kang, Jialong Shi, Jianyong Sun, Ye Fan
Improving Neighborhood Exploration Mechanism to Speed up PLS. GECCO (2023)
Rongchao Sun, Yiqing Zhang, Hanying Zheng, Jianhua Guo, Jianyong Sun, Jiang Xue
A Douglas-Rachford Splitting Approach Based Deep Network for MIMO Signal Detection. WCNC (2023)
Haotian Zhang, Jianyong Sun, Kay Chen Tan, Zongben Xu
Learning Adaptive Differential Evolution by Natural Evolution Strategies. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Jianyong Sun, Jihong Zhu, Jens Kober, Michael Gienger
Learning from Few Demonstrations with Frame-Weighted Motion Generation. CoRR (2023)
Qian Xu, Jianyong Sun
A Two-Stage Majorization-Minimization Based Beamforming for Downlink Massive MIMO. WCNC (2023)
Haotian Zhang, Jianyong Sun, Yuhao Wang, Jialong Shi, Zongben Xu
Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Shijie Li, Junmin Liu, Weilin Shen, Jianyong Sun, Chengli Tan
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection. Comput. Vis. Image Underst. 235 (2023)
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun
Offline and Online Objective Reduction via Gaussian Mixture Model Clustering. IEEE Trans. Evol. Comput. 27 (2) (2023)
Wei Zheng, Jianyong Sun, Qingfu Zhang, Zongben Xu
Continuous Encoding for Overlapping Community Detection in Attributed Network. IEEE Trans. Cybern. 53 (9) (2023)
Haotian Zhang, Jianyong Sun, Zongben Xu, Jialong Shi
Learning unified mutation operator for differential evolution by natural evolution strategies. Inf. Sci. 632 (2023)
Yanhui Tang, Hui Li, Yuxiang Shui, Jianyong Sun
A Modified MOEA/D Based on Guided Search Directions for Large-scale Multiobjective Optimization. CEC (2023)
Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Xin Liu, Jianyong Sun, Qingfu Zhang, Zhenkun Wang, Zongben Xu
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution. IEEE Trans. Emerg. Top. Comput. Intell. 7 (6) (2023)
Qian Xu, Jianyong Sun, Zongben Xu
Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System. IEEE Trans. Veh. Technol. 72 (12) (2023)
Yuxiang Shui, Hui Li, Jianyong Sun, Qingfu Zhang
The Combination of MOEA/D and WOF for Solving High-Dimensional Expensive Multiobjective Optimization Problems. CEC (2023)
Chunlin Wang, Neng Yang, Jianyong Sun, Wanjin Xu, Xiaolin Chen
Network Abnormality Location Algorithm Based on Greedy Monte Carlo Tree. ICMLC (2022)
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
Graph Neural Network Encoding for Community Detection in Attribute Networks. IEEE Trans. Cybern. 52 (8) (2022)
Jialong Shi, Jianyong Sun, Qingfu Zhang, Kai Ye
Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem. IEEE Trans. Cybern. 52 (1) (2022)
Jianyong Sun, Qingming Kong, Zongben Xu
Deep alternating non-negative matrix factorisation. Knowl. Based Syst. 251 (2022)
Yiqing Zhang, Jianyong Sun, Jiang Xue, Geoffrey Ye Li, Zongben Xu
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection. IEEE Trans. Signal Process. 70 (2022)
Wei Zheng, Jianyong Sun
Two-stage hybrid learning-based multi-objective evolutionary algorithm based on objective space decomposition. Inf. Sci. 610 (2022)
Haotian Zhang, Jialong Shi, Jianyong Sun, Zongben Xu
Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. GECCO Companion (2022)
Jialong Shi, Jianyong Sun, Qingfu Zhang
Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems. Appl. Soft Comput. 103 (2021)
Wei Zheng, Yiqing Zhang, Jianyong Sun
Continuous encoding for community detection in complex networks. GECCO Companion (2021)
Haotian Zhang, Jianyong Sun, Zongben Xu
Learning to Mutate for Differential Evolution. CEC (2021)
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
Learning adaptive differential evolution algorithm from optimization experiences by policy gradient. CoRR (2021)
Hui Li, Yuxiang Shui, Jianyong Sun, Qingfu Zhang
Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size. EMO (2021)
Wei Zheng, Xin Liu, Jianyong Sun
Continuous Encoding for Community Detection in Attribute Networks with Preserving Node Information. CEC (2021)
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient. IEEE Trans. Evol. Comput. 25 (4) (2021)
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
Graph Neural Network Encoding for Community Detection in Attribute Networks. CoRR (2020)
Jianyong Sun, Yiqing Zhang, Jiang Xue, Zongben Xu
Learning to Search for MIMO Detection. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
Learning to be Global Optimizer. CoRR (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
Adaptive Structural Hyper-Parameter Configuration by Q-Learning. CoRR (2020)
Peng Jia, Xiaofei Yang, Li Guo, Bowen Liu, Jiadong Lin, Hao Liang, Jianyong Sun, Chengsheng Zhang, Kai Ye
MSIsensor-pro: Fast, Accurate, and Matched-normal-sample-free Detection of Microsatellite Instability. Genom. Proteom. Bioinform. 18 (1) (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
On Hyper-parameter Tuning for Stochastic Optimization Algorithms. CoRR (2020)
Haotian Zhang, Yuhao Wang, Jianyong Sun, Zongben Xu
Amortized Variational Deep Q Network. CoRR (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
Adaptive Structural Hyper-Parameter Configuration by Q-Learning. CEC (2020)
Jialong Shi, Qingfu Zhang, Jianyong Sun
PPLS/D: Parallel Pareto Local Search Based on Decomposition. IEEE Trans. Cybern. 50 (3) (2020)
Shengbin Liao, Jianyong Sun
Gaussian Belief Propagation for Solving Network Utility Maximization with Delivery Contracts. Entropy 21 (7) (2019)
Hui Li, Jianyong Sun, Qingfu Zhang, Yuxiang Shui
Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D. EMO (2019)
Jialong Shi, Jianyong Sun, Qingfu Zhang
Multi-Objectivizing Sum-of-the-Parts Combinatorial Optimization Problems by Random Objective Decomposition. CoRR (2019)
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang, Ke Zhang
A new learning-based adaptive multi-objective evolutionary algorithm. Swarm Evol. Comput. 44 (2019)
Hui Li, Jianyong Sun, Deyu Meng, Qinfu Zhang
A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction. IEEE Access 7 (2019)
Wei Zheng, Jianyong Sun, Hui Li
An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary Algorithm. CEC (2019)
Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization. CEC (2019)
Hu Zhang, Jianyong Sun, Tonglin Liu, Ke Zhang, Qingfu Zhang
Balancing exploration and exploitation in multiobjective evolutionary optimization. Inf. Sci. 497 (2019)
Jialong Shi, Jianyong Sun, Qingfu Zhang
Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem. EMO (2019)
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang, Ke Zhang, Zhenbiao Tu, Kai Ye
Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 23 (4) (2019)
Hui Li, Jingda Deng, Qingfu Zhang, Jianyong Sun
Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm. Swarm Evol. Comput. 45 (2019)
Jialong Shi, Jianyong Sun, Qingfu Zhang
Homotopic Convex Transformation: A New Method to Smooth the Landscape of the Traveling Salesman Problem. CoRR (2019)
Wei Zheng, Jianyu Wu, Chenghu Zhang, Jianyong Sun
A Clustering-Based Multiobjective Evolutionary Algorithm for Balancing Exploration and Exploitation. BIC-TA (1) (2019)
Aimin Zhou, Jinyuan Zhang, Jianyong Sun, Guixu Zhang
Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization. AAAI (2019)
Chunlin Wang, Jianyong Sun, Xiaolin Chen
Feature Fusion Attention Visual Question Answering. ICMLC (2019)
Zhenkun Wang, Yew-Soon Ong, Jianyong Sun, Abhishek Gupta, Qingfu Zhang
A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries. IEEE Trans. Evol. Comput. 23 (4) (2019)
Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun
MOEA/D with Two Types of Weight Vectors for Handling Constraints. CEC (2019)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun
Parallel pareto local search revisited: first experimental results on bi-objective UBQP. GECCO (2018)
Colas Schretter, Jianyong Sun, Peter Schelkens
From Adaptive Kernel Density Estimation to Sparse Mixture Models. CoRR (2018)
Liehang Shi, Jianyong Sun, Yuanyuan Yang, Tonghui Ling, Mingqing Wang, Yiping Gu, Zhiming Yang, Yanqing Hua, Jianguo Zhang
Three-Dimensional Visual Patient Based on Electronic Medical Diagnostic Records. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Dunwei Gong, Yuyan Han, Jianyong Sun
A novel hybrid multi-objective artificial bee colony algorithm for blocking lot-streaming flow shop scheduling problems. Knowl. Based Syst. 148 (2018)
Hui Li, Jianyong Sun, Mingyang Wang, Qingfu Zhang
MOEA/D with chain-based random local search for sparse optimization. Soft Comput. 22 (21) (2018)
Jianyong Sun, Aimin Zhou, Simeon Keates, Shengbin Liao
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Yong Zhang, Dun-Wei Gong, Jianyong Sun, Bo-Yang Qu
A decomposition-based archiving approach for multi-objective evolutionary optimization. Inf. Sci. 430 (2018)
Colas Schretter, Jianyong Sun, Peter Schelkens
Image Reconstruction with Smoothed Mixtures of Regressions. ICIP (2018)
Jianyong Sun, Hu Zhang, Qingfu Zhang, Huanhuan Chen
Balancing exploration and exploitation in multiobjective evolutionary optimization. GECCO (Companion) (2018)
Xiaogang Fu, Jianyong Sun
Reference-Inspired Many-Objective Evolutionary Algorithm Based on Decomposition. Comput. J. 61 (7) (2018)
Xiaogang Fu, Jianyong Sun
A new learning based dynamic multi-objective optimisation evolutionary algorithm. CEC (2017)
Xiaogang Fu, Jianyong Sun, Qingfu Zhang
A Reference-Inspired Evolutionary Algorithm with Subregion Decomposition for Many-Objective Optimization. UKCI (2017)
Hui Li, Jianyong Sun, Yuanyuan Fan, Mingyang Wang, Qingfu Zhang
A New Steady-State MOEA/D for Sparse Optimization. UKCI (2017)
Jianyong Sun, Jonathan M. Garibaldi, Yongquan Zhang, Abdallah Al-Shawabkeh
A multi-cycled sequential memetic computing approach for constrained optimisation. Inf. Sci. (2016)
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang
Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm. CoRR (2016)
Colas Schretter, Jianyong Sun, Shaun Bundervoet, Ann Dooms, Peter Schelkens, Catarina de Brito Carvalho, Pieter Slagmolen, Jan D'hooge
Continuous ultrasound speckle tracking with Gaussian mixtures. EMBC (2015)
Yongquan Zhang, Jianyong Sun
On Accelerated Gradient Approximation for Least Square Regression with L1-Regularization. SSCI (2015)
Yongquan Zhang, Youmei Li, Jianyong Sun, Jiabing Ji
Estimates on compressed neural networks regression. Neural Networks 63 (2015)
Aimin Zhou, Jianyong Sun, Qingfu Zhang
An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods. IEEE Trans. Evol. Comput. 19 (6) (2015)
Yutao Qi, Xiaoliang Ma, Fang Liu, Licheng Jiao, Jianyong Sun, Jianshe Wu
MOEA/D with Adaptive Weight Adjustment. Evol. Comput. 22 (2) (2014)
Jianyong Sun, Aimin Zhou
Unsupervised robust Bayesian feature selection. IJCNN (2014)
Jianyong Sun, Qingfu Zhang, Xin Yao
Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem. IEEE Trans. Cybern. 44 (3) (2014)
Jianyong Sun, Simeon Keates
Canonical Correlation Analysis on Data With Censoring and Error Information. IEEE Trans. Neural Networks Learn. Syst. 24 (12) (2013)
Jianyong Sun, Jonathan M. Garibaldi, Natalio Krasnogor, Qingfu Zhang
An Intelligent Multi-Restart Memetic Algorithm for Box Constrained Global Optimisation. Evol. Comput. 21 (1) (2013)
Jianyong Sun, Jonathan M. Garibaldi, Charlie Hodgman
Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (1) (2012)
Jianyong Sun, Jonathan M. Garibaldi, Kim Kenobi
Robust Bayesian Clustering for Replicated Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (5) (2012)
Jianyong Sun, Jonathan M. Garibaldi
A comparative study of novel robust clustering algorithms. Intell. Data Anal. 16 (6) (2012)
Jianyong Sun, Jonathan M. Garibaldi
Robust Dirichlet Process mixtures. ICNC (2011)
Jianyong Sun
Two-stage EDA-based approach for all optical WDM mesh network survivability under SRLG constraints. Appl. Soft Comput. 11 (1) (2011)
Jianguo Zhang, Kai Zhang, Yuanyuan Yang, Jianyong Sun, Tonghui Ling, Guangrong Wang, Yun Ling, Derong Peng
Grid-based implementation of XDS-I as part of image-enabled EHR for regional healthcare in Shanghai. Int. J. Comput. Assist. Radiol. Surg. 6 (2) (2011)
Jianyong Sun, Ata Kabán
A fast algorithm for robust mixtures in the presence of measurement errors. IEEE Trans. Neural Networks 21 (8) (2010)
Jianyong Sun, Jonathan M. Garibaldi
A novel memetic algorithm for constrained optimization. IEEE Congress on Evolutionary Computation (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jianyong Sun