Jianyong Sun

Expert Syst. Appl., 2025

A new parallel cooperative landscape smoothing algorithm and its applications on TSP and UBQP.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

2024

A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., August, 2024

Improving Pareto Local Search Using Cooperative Parallelism Strategies for Multiobjective Combinatorial Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2024

Objective Extraction for Simplifying Many-Objective Solution Sets.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., February, 2024

Approximating robust Pareto fronts by the MEOF-based multiobjective evolutionary algorithm with two-level surrogate models.

[BibT_eX]

[DOI]

Inf. Sci., February, 2024

Addressing posterior collapse by splitting decoders in variational recurrent autoencoders.

[BibT_eX]

[DOI]

Fan Song

Qiaohong Li

Neurocomputing, February, 2024

Improving Signal Detector by Precoding in Uplink Multiuser MIMO System.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., January, 2024

Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network.

[BibT_eX]

[DOI]

Qingming Kong

Knowl. Based Syst., January, 2024

New techniques to improve neighborhood exploration in pareto local search.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

A Gradient-based Method for Differential Evolution Parameter Control by Smoothing.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

On the Effects of Smoothing Rugged Landscape by Different Toy Problems: A Case Study on UBQP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Q-learning Evolutionary Multiobjective Framework for Multiobjective Optimization with Separable and Interacting Variables.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System.

[BibT_eX]

[DOI]

Qian Xu

IEEE Trans. Veh. Technol., December, 2023

Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., December, 2023

Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., October, 2023

Continuous Encoding for Overlapping Community Detection in Attributed Network.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., September, 2023

RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Learning Adaptive Differential Evolution by Natural Evolution Strategies.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Offline and Online Objective Reduction via Gaussian Mixture Model Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., April, 2023

Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., February, 2023

Learning unified mutation operator for differential evolution by natural evolution strategies.

[BibT_eX]

[DOI]

Inf. Sci., 2023

Learning from Few Demonstrations with Frame-Weighted Motion Generation.

[BibT_eX]

[DOI]

CoRR, 2023

A Two-Stage Majorization-Minimization Based Beamforming for Downlink Massive MIMO.

[BibT_eX]

[DOI]

Qian Xu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

A Douglas-Rachford Splitting Approach Based Deep Network for MIMO Signal Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Improving Neighborhood Exploration Mechanism to Speed up PLS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

A Modified MOEA/D Based on Guided Search Directions for Large-scale Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

The Combination of MOEA/D and WOF for Solving High-Dimensional Expensive Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022

Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Graph Neural Network Encoding for Community Detection in Attribute Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Deep alternating non-negative matrix factorisation.

[BibT_eX]

[DOI]

Qingming Kong

Knowl. Based Syst., 2022

Two-stage hybrid learning-based multi-objective evolutionary algorithm based on objective space decomposition.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Network Abnormality Location Algorithm Based on Greedy Monte Carlo Tree.

[BibT_eX]

[DOI]

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Continuous encoding for community detection in complex networks.

[BibT_eX]

[DOI]

Yiqing Zhang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Continuous Encoding for Community Detection in Attribute Networks with Preserving Node Information.

[BibT_eX]

[DOI]

Xin Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Learning to Mutate for Differential Evolution.

[BibT_eX]

[DOI]

Haotian Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Learning to Search for MIMO Detection.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

PPLS/D: Parallel Pareto Local Search Based on Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

MSIsensor-pro: Fast, Accurate, and Matched-normal-sample-free Detection of Microsatellite Instability.

[BibT_eX]

[DOI]

Genom. Proteom. Bioinform., 2020

Amortized Variational Deep Q Network.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to be Global Optimizer.

[BibT_eX]

[DOI]

Haotian Zhang

CoRR, 2020

Adaptive Structural Hyper-Parameter Configuration by Q-Learning.

[BibT_eX]

[DOI]

Haotian Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

A new learning-based adaptive multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Balancing exploration and exploitation in multiobjective evolutionary optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Gaussian Belief Propagation for Solving Network Utility Maximization with Delivery Contracts.

[BibT_eX]

[DOI]

Shengbin Liao

Entropy, 2019

Multi-Objectivizing Sum-of-the-Parts Combinatorial Optimization Problems by Random Objective Decomposition.

[BibT_eX]

[DOI]

CoRR, 2019

Homotopic Convex Transformation: A New Method to Smooth the Landscape of the Traveling Salesman Problem.

[BibT_eX]

[DOI]

CoRR, 2019

A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction.

[BibT_eX]

[DOI]

IEEE Access, 2019

Feature Fusion Attention Visual Question Answering.

[BibT_eX]

[DOI]

Chunlin Wang

Xiaolin Chen

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

MOEA/D with Two Types of Weight Vectors for Handling Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary Algorithm.

[BibT_eX]

[DOI]

Hui Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Clustering-Based Multiobjective Evolutionary Algorithm for Balancing Exploration and Exploitation.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Three-Dimensional Visual Patient Based on Electronic Medical Diagnostic Records.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

MOEA/D with chain-based random local search for sparse optimization.

[BibT_eX]

[DOI]

Soft Comput., 2018

A novel hybrid multi-objective artificial bee colony algorithm for blocking lot-streaming flow shop scheduling problems.

[BibT_eX]

[DOI]

Dunwei Gong

Yuyan Han

Knowl. Based Syst., 2018

A decomposition-based archiving approach for multi-objective evolutionary optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2018

From Adaptive Kernel Density Estimation to Sparse Mixture Models.

[BibT_eX]

[DOI]

Colas Schretter

Peter Schelkens

CoRR, 2018

Reference-Inspired Many-Objective Evolutionary Algorithm Based on Decomposition.

[BibT_eX]

[DOI]

Xiaogang Fu

Comput. J., 2018

Image Reconstruction with Smoothed Mixtures of Regressions.

[BibT_eX]

[DOI]

Colas Schretter

Peter Schelkens

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Balancing exploration and exploitation in multiobjective evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Parallel pareto local search revisited: first experimental results on bi-objective UBQP.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

A New Steady-State MOEA/D for Sparse Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence Systems, 2017

A Reference-Inspired Evolutionary Algorithm with Subregion Decomposition for Many-Objective Optimization.

[BibT_eX]

[DOI]

Xiaogang Fu

Proceedings of the Advances in Computational Intelligence Systems, 2017

A new learning based dynamic multi-objective optimisation evolutionary algorithm.

[BibT_eX]

[DOI]

Xiaogang Fu

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

A multi-cycled sequential memetic computing approach for constrained optimisation.

[BibT_eX]

[DOI]

Yongquan Zhang

Abdallah Al-Shawabkeh

Inf. Sci., 2016

Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

CoRR, 2016

2015

An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods.

[BibT_eX]

[DOI]

Aimin Zhou

IEEE Trans. Evol. Comput., 2015

Estimates on compressed neural networks regression.

[BibT_eX]

[DOI]

Neural Networks, 2015

On Accelerated Gradient Approximation for Least Square Regression with L1-Regularization.

[BibT_eX]

[DOI]

Yongquan Zhang

Catarina de Brito Carvalho

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Continuous ultrasound speckle tracking with Gaussian mixtures.

[BibT_eX]

[DOI]

Pieter Slagmolen

Jan D'hooge

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Xin Yao

IEEE Trans. Cybern., 2014

MOEA/D with Adaptive Weight Adjustment.

[BibT_eX]

[DOI]

Evol. Comput., 2014

Unsupervised robust Bayesian feature selection.

[BibT_eX]

[DOI]

Aimin Zhou

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Canonical Correlation Analysis on Data With Censoring and Error Information.

[BibT_eX]

[DOI]

Simeon Keates

IEEE Trans. Neural Networks Learn. Syst., 2013

An Intelligent Multi-Restart Memetic Algorithm for Box Constrained Global Optimisation.

[BibT_eX]

[DOI]

Natalio Krasnogor

Evol. Comput., 2013

2012

Robust Bayesian Clustering for Replicated Gene Expression Data.

[BibT_eX]

[DOI]

Kim Kenobi

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review.

[BibT_eX]

[DOI]

Charlie Hodgman

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A comparative study of novel robust clustering algorithms.

[BibT_eX]

[DOI]

Intell. Data Anal., 2012

2011

Grid-based implementation of XDS-I as part of image-enabled EHR for regional healthcare in Shanghai.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2011

Two-stage EDA-based approach for all optical WDM mesh network survivability under SRLG constraints.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Robust Dirichlet Process mixtures.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Natural Computation, 2011

2010

A fast algorithm for robust mixtures in the presence of measurement errors.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Robust mixture clustering using Pearson type VII distribution.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Robust mixture modeling using the Pearson type VII distribution.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

A novel memetic algorithm for constrained optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

An Evolutionary Approach for Survivable Network under SRLG Constraints.

[BibT_eX]

[DOI]

Yueheng Sun

Proceedings of the Fifth International Conference on Natural Computation, 2009

2008

A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2008

2007

Evolutionary Algorithms Refining a Heuristic: A Hybrid Method for Shared-Path Protections in WDM Networks Under SRLG Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

DICOM Image Secure Communications With Internet Protocols IPv6 and IPv4.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2007

Combinations of estimation of distribution algorithms and other techniques.

[BibT_eX]

[DOI]

Edward P. K. Tsang

Int. J. Autom. Comput., 2007

Robust Visual Mining of Data with Error Information.

[BibT_eX]

[DOI]

Somak Raychaudhury

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Robust mixtures in the presence of measurement errors.

[BibT_eX]

[DOI]

Somak Raychaudhury

Proceedings of the Machine Learning, 2007

2006

On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 9th International Conference, 2006

Iterated Local Search with Guided Mutation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Estimation of Distribution Algorithm with 2-opt Local Search for the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the Towards a New Evolutionary Computation, 2006

2005

An evolutionary algorithm with guided mutation for the maximum clique problem.

[BibT_eX]

[DOI]

Edward P. K. Tsang

IEEE Trans. Evol. Comput., 2005

DE/EDA: A new evolutionary algorithm for global optimization.

[BibT_eX]

[DOI]

Edward P. K. Tsang

Inf. Sci., 2005

Adaptive Online Multi-stroke Sketch Recognition Based on Hidden Markov Model.

[BibT_eX]

[DOI]

Zhengxing Sun

Wei Jiang