Zhenkun Wang
Orcid: 0000-0003-1152-6780Affiliations:
- Southern University of Science and Technology, School of System Design and Intelligent Manufacturing, Department of Computer Science and Engineering, Shenzhen, China
- City University of Hong Kong, Department of Computer Science, Hong Kong (2019 - 2020)
- Nanyang Technological University, College of Engineering, Singapore (2017 - 2019)
- Xidian University, Xi'an, China (PhD 2016)
According to our database1,
Zhenkun Wang
authored at least 100 papers
between 2014 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Multiobjective Optimization Problem With Hardly Dominated Boundaries: Benchmark, Analysis, and Indicator-Based Algorithm.
IEEE Trans. Evol. Comput., August, 2025
Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models.
CoRR, August, 2025
Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization.
CoRR, July, 2025
MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver.
CoRR, June, 2025
Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning.
CoRR, June, 2025
Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees.
CoRR, May, 2025
Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization.
CoRR, May, 2025
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization.
CoRR, May, 2025
Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput., April, 2025
Customized Evolutionary Expensive Optimization: Efficient Search and Surrogate Strategies for Continuous and Categorical Variables.
IEEE Trans. Syst. Man Cybern. Syst., March, 2025
CoRR, March, 2025
A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective Optimization.
IEEE Trans. Evol. Comput., February, 2025
IEEE Trans. Syst. Man Cybern. Syst., January, 2025
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design.
CoRR, January, 2025
Swarm Evol. Comput., 2025
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Proceedings of the Evolutionary Multi-Criterion Optimization, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Proceedings of the IEEE Congress on Evolutionary Computation, 2025
Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective Discrete Optimization.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Multi-objective decomposition evolutionary algorithm with objective modification-based dominance and external archive.
Appl. Soft Comput., December, 2024
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration.
IEEE Trans. Evol. Comput., August, 2024
Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024
IEEE Trans. Evol. Comput., June, 2024
IEEE Trans. Medical Imaging, April, 2024
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model.
IEEE Trans. Cybern., March, 2024
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
IEEE Trans. Intell. Transp. Syst., January, 2024
Decomposition with adaptive composite norm for evolutionary multi-objective combinatorial optimization.
Swarm Evol. Comput., 2024
Batch subproblem coevolution with gaussian process-driven linear models for expensive multi-objective optimization.
Swarm Evol. Comput., 2024
MOEA/D with customized replacement neighborhood and dynamic resource allocation for solving 3L-SDHVRP.
Swarm Evol. Comput., 2024
Multi-objective evolutionary algorithm with evolutionary-status-driven environmental selection.
Inf. Sci., 2024
AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure.
CoRR, 2024
Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization.
CoRR, 2024
An Example of Evolutionary Computation + Large Language Model Beating Human: Design of Efficient Guided Local Search.
CoRR, 2024
Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Selection Strategy Based on Proper Pareto Optimality in Evolutionary Multi-objective Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Decomposition-Based Memetic Algorithm for Multi-Objective Fleet Size and Mix Vehicle Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Emerg. Top. Comput. Intell., December, 2023
Differential evolution with an adaptive penalty coefficient mechanism and a search history exploitation mechanism.
Expert Syst. Appl., November, 2023
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023
Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization.
Inf. Sci., July, 2023
Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization.
IEEE Trans. Syst. Man Cybern. Syst., May, 2023
IEEE Trans. Evol. Comput., April, 2023
Thematic issue on advances in analysis and application of multi-objective memetic optimization algorithms.
Memetic Comput., March, 2023
Choose Appropriate Subproblems for Collaborative Modeling in Expensive Multiobjective Optimization.
IEEE Trans. Cybern., 2023
Batch Bayesian optimization with adaptive batch acquisition functions via multi-objective optimization.
Swarm Evol. Comput., 2023
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation.
Proceedings of the International Joint Conference on Neural Networks, 2023
Decomposition-Based Multi-Objective Evolutionary Algorithm with Model-Based Ideal Point Estimation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning.
IEEE Trans. Cybern., 2022
Swarm Evol. Comput., 2022
Memetic Comput., 2022
Dynamic multi-objective ensemble of acquisition functions in batch bayesian optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022
2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Balancing performance between the decision space and the objective space in multimodal multiobjective optimization.
Memetic Comput., 2021
It Is Hard to Distinguish Between Dominance Resistant Solutions and Extremely Convex Pareto Optimal Solutions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
On the Parameter Setting of the Penalty-Based Boundary Intersection Method in MOEA/D.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
2020
Neural Networks, 2020
A many-objective particle swarm optimizer based on indicator and direction vectors for many-objective optimization.
Inf. Sci., 2020
2019
A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
Evolutionary Optimization of Expensive Multiobjective Problems With Co-Sub-Pareto Front Gaussian Process Surrogates.
IEEE Trans. Cybern., 2019
2017
On the use of two reference points in decomposition based multiobjective evolutionary algorithms.
Swarm Evol. Comput., 2017
An improved global replacement strategy for MOEA/D on many-objective kanpsack problems.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Balancing Convergence and Diversity by Using Two Different Reproduction Operators in MOEA/D: Some Preliminary Work.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014