Yue-Jiao Gong

Orcid: 0000-0002-5648-1160

Affiliations:
  • South China University of Technology, School of Computer Science and Engineering, angzhou, China
  • Sun Yat-sen University, China (PhD 2014)


According to our database1, Yue-Jiao Gong authored at least 137 papers between 2009 and 2024.

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Bibliography

2024
Two-Layer Optimization With Utility Game and Resource Control for Federated Learning in Edge Networks.
IEEE Trans. Mob. Comput., December, 2024

Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach.
IEEE Trans. Evol. Comput., December, 2024

Accurate Complementarity Learning for Graph-Based Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024

A Multiagent Co-Evolutionary Algorithm With Penalty-Based Objective for Network-Based Distributed Optimization.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Tensorial Evolutionary Optimization for Natural Image Matting.
ACM Trans. Multim. Comput. Commun. Appl., July, 2024

Federated Graph Augmentation for Semisupervised Node Classification.
IEEE Trans. Comput. Soc. Syst., June, 2024

EvoS&R: Evolving Multiple Seeds and Radii for Varying Density Data Clustering.
IEEE Trans. Knowl. Data Eng., May, 2024

Boosting Diversity in Visual Search with Pareto Non-Dominated Re-Ranking.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Tensorial Evolutionary Computation for Spatial Optimization Problems.
IEEE Trans. Artif. Intell., January, 2024

Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization.
CoRR, 2024

Neural Exploratory Landscape Analysis.
CoRR, 2024

LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation.
CoRR, 2024

SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SDDObench: A Benchmark for Streaming Data-Driven Optimization with Concept Drift.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023
Length adaptive hashing for semi-supervised semantic image retrieval.
Multim. Tools Appl., October, 2023

Travel Time Distribution Estimation by Learning Representations Over Temporal Attributed Graphs.
IEEE Trans. Intell. Transp. Syst., May, 2023

MTrajPlanner: A Multiple-Trajectory Planning Algorithm for Autonomous Underwater Vehicles.
IEEE Trans. Intell. Transp. Syst., April, 2023

Contrastive Learning: An Alternative Surrogate for Offline Data-Driven Evolutionary Computation.
IEEE Trans. Evol. Comput., April, 2023

Automated Team Assembly in Mobile Games: A Data-Driven Evolutionary Approach Using a Deep Learning Surrogate.
IEEE Trans. Games, March, 2023

Locality sensitive hashing-driven multifactorial evolutionary algorithms for multitask optimization.
Appl. Soft Comput., 2023

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DeepLink: Triplet Embedding and Spatio-Temporal Dynamics Learning of Link Representations for Travel Time Estimation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

A High-Performance Tensorial Evolutionary Computation for Solving Spatial Optimization Problems.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Multiclass Classification on High Dimension and Low Sample Size Data Using Genetic Programming.
IEEE Trans. Emerg. Top. Comput., 2022

A Probabilistic Niching Evolutionary Computation Framework Based on Binary Space Partitioning.
IEEE Trans. Cybern., 2022

Bipartite Cooperative Coevolution for Energy-Aware Coverage Path Planning of UAVs.
IEEE Trans. Artif. Intell., 2022

Multi-task Learning for Sparse Traffic Forecasting.
CoRR, 2022

Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time of Arrival.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Efficient Neural Neighborhood Search for Pickup and Delivery Problems.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Real-Time Taxi-Passenger Matching Using a Differential Evolutionary Fuzzy Controller.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Prior Knowledge Regularized Multiview Self-Representation and its Applications.
IEEE Trans. Neural Networks Learn. Syst., 2021

On Reliable Multi-View Affinity Learning for Subspace Clustering.
IEEE Trans. Multim., 2021

Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction.
IEEE Trans. Image Process., 2021

Maximizing Lifetime of Range-Adjustable Wireless Sensor Networks: A Neighborhood-Based Estimation of Distribution Algorithm.
IEEE Trans. Cybern., 2021

Elastic Differential Evolution for Automatic Data Clustering.
IEEE Trans. Cybern., 2021

Three-Dimensional Elastodynamic Analysis Employing Partially Discontinuous Boundary Elements.
Algorithms, 2021

Heterogeneous Multiobjective Differential Evolution for Electric Vehicle Charging Scheduling.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
Proceedings of the NeurIPS 2022 Competition Track, 2021

Geo-Attention Network for Traffic Condition Prediction and Travel Time Estimation.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

An efficient computational approach for automatic itinerary planning on web servers.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Coordinated Charging Scheduling of Electric Vehicles: A Mixed-Variable Differential Evolution Approach.
IEEE Trans. Intell. Transp. Syst., 2020

Automatic Planning of Multiple Itineraries: A Niching Genetic Evolution Approach.
IEEE Trans. Intell. Transp. Syst., 2020

2D Quaternion Sparse Discriminant Analysis.
IEEE Trans. Image Process., 2020

Parameter-Free Voronoi Neighborhood for Evolutionary Multimodal Optimization.
IEEE Trans. Evol. Comput., 2020

A Divide-and-Conquer Evolutionary Algorithm for Large-Scale Virtual Network Embedding.
IEEE Trans. Evol. Comput., 2020

A Niching Memetic Algorithm for Multi-Solution Traveling Salesman Problem.
IEEE Trans. Evol. Comput., 2020

Concurrent optimization of multiple base learners in neural network ensembles: An adaptive niching differential evolution approach.
Neurocomputing, 2020

EvoTSC: An evolutionary computation-based traffic signal controller for large-scale urban transportation networks.
Appl. Soft Comput., 2020

Adaptively Transferring Deep Neural Networks with a Hybrid Evolution Strategy.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Enhancing the Performance of Evolutionary Clustering by Genetic Sequence Resorting.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Multi-strategy Evolutionary Computation for Automated Jigsaw Puzzles.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Niching Evolutionary Computation With a Priori Estimate for Solving Multi-Solution Traveling Salesman Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Path Planning for Autonomous Underwater Vehicles: An Ant Colony Algorithm Incorporating Alarm Pheromone.
IEEE Trans. Veh. Technol., 2019

Historical and Heuristic-Based Adaptive Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst., 2019

A Dual-Colony Ant Algorithm for the Receiving and Shipping Door Assignments in Cross-Docks.
IEEE Trans. Intell. Transp. Syst., 2019

RGB-'D' Saliency Detection With Pseudo Depth.
IEEE Trans. Image Process., 2019

Dynamic Cooperative Coevolution for Large Scale Optimization.
IEEE Trans. Evol. Comput., 2019

DECAL: Decomposition-Based Coevolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Cybern., 2019

A Discrete Multiobjective Particle Swarm Optimizer for Automated Assembly of Parallel Cognitive Diagnosis Tests.
IEEE Trans. Cybern., 2019

Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach.
IEEE Trans. Cybern., 2019

An Optimization and Auction-Based Incentive Mechanism to Maximize Social Welfare for Mobile Crowdsourcing.
IEEE Trans. Comput. Soc. Syst., 2019

A tree-structured random walking swarm optimizer for multimodal optimization.
Appl. Soft Comput., 2019

Ensemble mating selection in evolutionary many-objective search.
Appl. Soft Comput., 2019

Multi-objective Genetic Algorithm for Continuous Network Design Problems.
Aust. J. Intell. Inf. Process. Syst., 2019

A Distributed Coevolution Algorithm for Black Box Optimization of Demand Response.
IEEE Access, 2019

A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach.
IEEE Trans. Neural Networks Learn. Syst., 2018

AntMapper: An Ant Colony-Based Map Matching Approach for Trajectory-Based Applications.
IEEE Trans. Intell. Transp. Syst., 2018

Content-Adaptive Superpixel Segmentation.
IEEE Trans. Image Process., 2018

Differential Evolutionary Superpixel Segmentation.
IEEE Trans. Image Process., 2018

Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization.
IEEE Trans. Cybern., 2018

A tri-objective differential evolution approach for multimodal optimization.
Inf. Sci., 2018

Multiobjective optimization with ϵ-constrained method for solving real-parameter constrained optimization problems.
Inf. Sci., 2018

Seeking Multiple Solutions of Combinatorial optimization Problems: A Proof of Principle Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Multi-Population Ant Colony System for Multiple Path Planning of Food Delivery Applications.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

A novel genetic algorithm for lifetime maximization of wireless sensor networks with adjustable sensing range.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Multimodal optimization of traveling salesman problem: a niching ant colony system.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
SpatialRecruiter: Maximizing Sensing Coverage in Selecting Workers for Spatial Crowdsourcing.
IEEE Trans. Veh. Technol., 2017

Toward Fast Niching Evolutionary Algorithms: A Locality Sensitive Hashing-Based Approach.
IEEE Trans. Evol. Comput., 2017

Flexible genetic algorithm: A simple and generic approach to node placement problems.
Appl. Soft Comput., 2017

An adaptive ant colony optimization algorithm for constructing cognitive diagnosis tests.
Appl. Soft Comput., 2017

Corrigendum to "A splicing-driven memetic algorithm for reconstructing cross-cut shredded text documents" [Applied Soft Computing, 45 (2016), 163-172].
Appl. Soft Comput., 2017

A Multi-Label Learning Method Using Affinity Propagation and Support Vector Machine.
IEEE Access, 2017

A parallel genetic algorithm with region division strategy to solve taxi-passenger matching problem.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Overlapped cooperative co-evolution for large scale optimization.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Adaptive superpixel segmentation aggregating local contour and texture features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Link mapping-oriented ant colony system for virtual network embedding.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A parallel Ant Colony System based on region decomposition for Taxi-Passenger Matching.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Localization for Drifting Restricted Floating Ocean Sensor Networks.
IEEE Trans. Veh. Technol., 2016

T-DesP: Destination Prediction Based on Big Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2016

Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks.
IEEE Trans. Evol. Comput., 2016

Fast Micro-Differential Evolution for Topological Active Net Optimization.
IEEE Trans. Cybern., 2016

Genetic Learning Particle Swarm Optimization.
IEEE Trans. Cybern., 2016

A splicing-driven memetic algorithm for reconstructing cross-cut shredded text documents.
Appl. Soft Comput., 2016

A superpixel segmentation algorithm based on differential evolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

A hybrid evolutionary algorithm with dual populations for many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Differential Evolution with an Evolution Path: A DEEP Evolutionary Algorithm.
IEEE Trans. Cybern., 2015

An Evolutionary Algorithm with Double-Level Archives for Multiobjective Optimization.
IEEE Trans. Cybern., 2015

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches.
ACM Comput. Surv., 2015

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art.
Appl. Soft Comput., 2015

Differential Evolution with Random Walk Mutation and an External Archive for Multimodal Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Particle Swarm Optimization with Minimum Spanning Tree Topology for Multimodal Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Reconstructing Cross-Cut Shredded Text Documents: A Genetic Algorithm with Splicing-Driven Reproduction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Composite differential evolution with queueing selection for multimodal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Bi-Velocity Discrete Particle Swarm Optimization and Its Application to Multicast Routing Problem in Communication Networks.
IEEE Trans. Ind. Electron., 2014

Differential Evolution With Two-Level Parameter Adaptation.
IEEE Trans. Cybern., 2014

Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller.
CoRR, 2014

A generic archive technique for enhancing the niching performance of evolutionary computation.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

From the social learning theory to a social learning algorithm for global optimization.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Load Balance Aware Genetic Algorithm for Task Scheduling in Cloud Computing.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Real-Time Traffic Signal Control with Dynamic Evolutionary Computation.
Proceedings of the IIAI 3rd International Conference on Advanced Applied Informatics, 2014

Pseudo multi-population differential evolution for multimodal optimization.
Proceedings of the 10th International Conference on Natural Computation, 2014

Evolutionary computation for lifetime maximization of wireless sensor networks in complex 3D environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Automatic path planning for autonomous underwater vehicles based on an adaptive differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multi-swarm particle swarm optimization with multiple learning strategies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

A novel genetic algorithm based on partitioning for large-scale network design problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Parameter investigation in brain storm optimization.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

A Set-Based Discrete Differential Evolution Algorithm.
Proceedings of the IEEE International Conference on Systems, 2013

A set-based locally informed discrete particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A novel pheromone-based evolutionary algorithm for solving degree-constrained minimum spanning tree problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Small-world particle swarm optimization with topology adaptation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multiobjective genetic algorithm for demand side management of smart grid.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Scheduling, 2013

2012
Optimizing the Vehicle Routing Problem With Time Windows: A Discrete Particle Swarm Optimization Approach.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm With Redundant Reader Elimination.
IEEE Trans. Ind. Informatics, 2012

An Efficient Resource Allocation Scheme Using Particle Swarm Optimization.
IEEE Trans. Evol. Comput., 2012

Real-time traffic signal control for roundabouts by using a PSO-based fuzzy controller.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Evolutionary Computation Meets Machine Learning: A Survey.
IEEE Comput. Intell. Mag., 2011

A novel fuzzy model for the traffic signal control of modern roundabouts.
Proceedings of the IEEE International Conference on Systems, 2011

2010
A multi-objective comprehensive learning particle swarm optimization with a binary search-based representation scheme for bed allocation problem in general hospital.
Proceedings of the IEEE International Conference on Systems, 2010

A linear map-based mutation scheme for real coded genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Clustering-based Adaptive Parameter Control Method for Continuous Ant Colony Optimization.
Proceedings of the IEEE International Conference on Systems, 2009

Ant colony system based on receding horizon control for aircraft arrival sequencing and scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Solving the flight frequency programming problem with particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009


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