Yuren Zhou

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property.
IEEE Trans. Evol. Comput., June, 2024

A dimensionality reduction assisted evolutionary algorithm for high-dimensional expensive multi/many-objective optimization.
Swarm Evol. Comput., 2024

An ensemble dual model assisted MOEA/D for tackling medium scale expensive multiobjective optimization.
Inf. Sci., 2024

EFOA: Enhancing Out-of-Distribution Detection by Fake Outlier Augmentation.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Pareto-Informed Multi-objective Neural Architecture Search.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Out-of-Distribution Detection by Principal Component Correspondence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
SHNE: Semantics and Homophily Preserving Network Embedding.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Runtime analysis of some hybrid algorithms.
Neural Comput. Appl., July, 2023

Location-based activity behavior deviation detection for nursing home using IoT devices.
Internet Things, July, 2023

A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection.
ACM Trans. Knowl. Discov. Data, January, 2023

Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms.
CoRR, 2023

DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion.
CoRR, 2023

Contextual Dictionary Lookup for Knowledge Graph Completion.
CoRR, 2023

Location-based Activity Behavior Deviation Detection for Nursing Home using IoT Devices.
CoRR, 2023

Adaptive Multitask Evolutionary Optimization for Tasks with Non-Uniform Evaluation Cost.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Towards Scalable Feature Selection: An Evolutionary Multitask Algorithm Assisted by Transfer Learning Based Co-surrogate.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Revisit PCA-based technique for Out-of-Distribution Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
A Many-objective Evolutionary Algorithm With Pareto-adaptive Reference Points-Supplementary Data: Part 2.
Dataset, May, 2022

Distributed Evolution Strategies for Black-Box Stochastic Optimization.
IEEE Trans. Parallel Distributed Syst., 2022

Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems.
IEEE Trans. Cybern., 2022

A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection.
IEEE Trans. Cybern., 2022

Adaptive Estimation Distribution Distributed Differential Evolution for Multimodal Optimization Problems.
IEEE Trans. Cybern., 2022

Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization.
IEEE Trans. Cybern., 2022

Multiple-Perspective Clustering of Passive Wi-Fi Sensing Trajectory Data.
IEEE Trans. Big Data, 2022

Decomposition-based evolutionary algorithm with dual adjustments for many-objective optimization problems.
Swarm Evol. Comput., 2022

QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning.
SIAM J. Optim., 2022

An integrated framework with evolutionary algorithm for multi-scenario multi-objective optimization problems.
Inf. Sci., 2022

Predicting high-dimensional time series data with spatial, temporal and global information.
Inf. Sci., 2022

A Unified Federated DNNs Framework for Heterogeneous Mobile Devices.
IEEE Internet Things J., 2022

A Personalized Federated Tensor Factorization Framework for Distributed IoT Services QoS Prediction From Heterogeneous Data.
IEEE Internet Things J., 2022

HIN2Grid: A disentangled CNN-based framework for heterogeneous network learning.
Expert Syst. Appl., 2022

A bi-layer decomposition algorithm for many-objective optimization problems.
Appl. Intell., 2022

Kernelized multi-view subspace clustering via auto-weighted graph learning.
Appl. Intell., 2022

Clustering and Analysis of GPS Trajectory Data Using Distance-Based Features.
IEEE Access, 2022

Towards Efficient Multiobjective Hyperparameter Optimization: A Multiobjective Multi-fidelity Bayesian Optimization and Hyperband Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Search-based Diverse Sampling from Real-world Software Product Lines.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021
Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations.
IEEE Trans. Evol. Comput., 2021

MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization.
IEEE Trans. Evol. Comput., 2021

Running Time Analysis of MOEA/D on Pseudo-Boolean Functions.
IEEE Trans. Cybern., 2021

Large-Scale Evolution Strategy Based on Search Direction Adaptation.
IEEE Trans. Cybern., 2021

There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It.
Trans. Assoc. Comput. Linguistics, 2021

Runtime analysis of immune-inspired hypermutation operators in evolutionary multi-objective optimization.
Swarm Evol. Comput., 2021

Decomposition-based evolutionary algorithm with automatic estimation to handle many-objective optimization problem.
Inf. Sci., 2021

Joint representation learning for multi-view subspace clustering.
Expert Syst. Appl., 2021

WiFi Fingerprint Clustering for Urban Mobility Analysis.
IEEE Access, 2021

A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Multi-Perspective Approach to Resident Segmentation Analysis for HDB Towns in Singapore.
Proceedings of the ICBDC 2021: 6th International Conference on Big Data and Computing, Shenzhen, China, May 22, 2021

Consistency- and Inconsistency-Aware Multi-view Subspace Clustering.
Proceedings of the Database Systems for Advanced Applications, 2021

2020
A Hybrid Multiobjective Memetic Algorithm for Multiobjective Periodic Vehicle Routing Problem With Time Windows.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Homophily Preserving Community Detection.
IEEE Trans. Neural Networks Learn. Syst., 2020

Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

A Survey of Computational Intelligence Techniques for Air-Conditioners Energy Management.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points.
IEEE Trans. Evol. Comput., 2020

Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection.
IEEE Trans. Evol. Comput., 2020

A Many-Objective Particle Swarm Optimizer With Leaders Selected From Historical Solutions by Using Scalar Projections.
IEEE Trans. Cybern., 2020

Path Planning in Multiple-AUV Systems for Difficult Target Traveling Missions: A Hybrid Metaheuristic Approach.
IEEE Trans. Cogn. Dev. Syst., 2020

Analysis of multiobjective evolutionary algorithms on the biobjective traveling salesman problem (1, 2).
Multim. Tools Appl., 2020

One-step Kernel Multi-view Subspace Clustering.
Knowl. Based Syst., 2020

Understanding Crowd Behaviors in a Social Event by Passive WiFi Sensing and Data Mining.
IEEE Internet Things J., 2020

Hierarchical bucket tree: an efficient account structure for blockchain-based system.
Int. J. Embed. Syst., 2020

Dependence structure between bitcoin price and its influence factors.
Int. J. Comput. Sci. Eng., 2020

Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers.
Empir. Softw. Eng., 2020

Stochastic Recursive Momentum for Policy Gradient Methods.
CoRR, 2020

The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm.
Appl. Soft Comput., 2020

Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization.
Appl. Soft Comput., 2020

An evolutionary approach to black-box optimization on matrix manifolds.
Appl. Soft Comput., 2020

Analysis on the Efficiency of Multifactorial Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

An Adaptive Evolutionary Algorithm Based on Decomposition with the Region Detection.
Proceedings of the HP3C 2020: 4th International Conference on High Performance Compilation, 2020

Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A Many-objective Evolutionary Algorithm With Pareto-adaptive Reference Points-Supplementary Data: Part 1.
Dataset, January, 2019

Evolutionary Many-Objective Optimization Based on Dynamical Decomposition.
IEEE Trans. Evol. Comput., 2019

Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation.
IEEE Trans. Evol. Comput., 2019

An Evolution Path-Based Reproduction Operator for Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019

A Scalar Projection and Angle-Based Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Cybern., 2019

A Decomposition-Based Many-Objective Artificial Bee Colony Algorithm.
IEEE Trans. Cybern., 2019

An adaptive parallel particle swarm optimization for numerical optimization problems.
Neural Comput. Appl., 2019

A survey of data fusion in smart city applications.
Inf. Fusion, 2019

Benchmarking air-conditioning energy performance of residential rooms based on regression and clustering techniques.
CoRR, 2019

A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints.
Appl. Soft Comput., 2019

Dual-archive-based particle swarm optimization for dynamic optimization.
Appl. Soft Comput., 2019

Many-objective evolutionary algorithm based on adaptive weighted decomposition.
Appl. Soft Comput., 2019

Towards efficiently searching triple product property triples: Deterministic and randomized algorithms.
Appl. Soft Comput., 2019

Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model.
Appl. Soft Comput., 2019

A grouping particle swarm optimizer.
Appl. Intell., 2019

A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation.
Artif. Intell., 2019

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

A Distributed Cooperative Co-evolutionary CMA Evolution Strategy for Global Optimization of Large-Scale Overlapping Problems.
IEEE Access, 2019

Exploiting Blockchain Data to Detect Smart Ponzi Schemes on Ethereum.
IEEE Access, 2019

Detecting "Pump & Dump Schemes" on Cryptocurrency Market Using An Improved Apriori Algorithm.
Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

Auto-creation of Effective Neural Network Architecture by Evolutionary Algorithm and ResNet for Image Classification.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory.
Proceedings of the 36th International Conference on Machine Learning, 2019

Improve Theoretical Upper Bound of Jumpk Function by Evolutionary Multitasking.
Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22, 2019

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Configuring Software Product Lines by Combining Many-Objective Optimization and SAT Solvers.
ACM Trans. Softw. Eng. Methodol., 2018

Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids.
IEEE Trans. Ind. Informatics, 2018

A historical solutions based evolution operator for decomposition-based many-objective optimization.
Swarm Evol. Comput., 2018

TW-Co-<i>k</i>-means: Two-level weighted collaborative <i>k</i>-means for multi-view clustering.
Knowl. Based Syst., 2018

On the effectiveness of immune inspired mutation operators in some discrete optimization problems.
Inf. Sci., 2018

A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms.
CoRR, 2018

Understand Urban Human Mobility through Crowdsensed Data.
CoRR, 2018

Understanding Urban Human Mobility through Crowdsensed Data.
IEEE Commun. Mag., 2018

Enhancing the performance of differential evolution with covariance matrix self-adaptation.
Appl. Soft Comput., 2018

A local search based restart evolutionary algorithm for finding triple product property triples.
Appl. Intell., 2018

Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach.
IEEE Access, 2018

Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

IoT Service Based on JointCloud Blockchain: The Case Study of Smart Traveling.
Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

IoT Based Experimental Study to Modify Water Consumption Behavior of Domestic Users.
Proceedings of the Smart Grid and Innovative Frontiers in Telecommunications, 2018

Efficient blockchain-based software systems via hierarchical bucket tree.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

A Dominance-Based Constrained Optimization Evolutionary Algorithm for the 4-th Tensor Power Problem of Matrix Multiplication.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

2017
Ranking Vectors by Means of the Dominance Degree Matrix.
IEEE Trans. Evol. Comput., 2017

A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2017

Success rates analysis of three hybrid algorithms on SAT instances.
Swarm Evol. Comput., 2017

Ant colony optimization for triple product property triples to fast matrix multiplication.
Soft Comput., 2017

Performance Analysis of Evolutionary Algorithms for Steiner Tree Problems.
Evol. Comput., 2017

A many-objective evolutionary algorithm based on a projection-assisted intra-family election.
Appl. Soft Comput., 2017

An angle based constrained many-objective evolutionary algorithm.
Appl. Intell., 2017

An Adaptive Data Driven Approach to Single Unit Residential Air-conditioning Prediction and Forecasting using Regression Trees.
Proceedings of the SMARTGREENS 2017, 2017

Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

An initial error analysis for evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2016

Approximation performance of ant colony optimization for the TSP(1, 2) problem.
Int. J. Comput. Math., 2016

A Multi-Objective Artificial Bee Colony Algorithm Combined with a Local Search Method.
Int. J. Artif. Intell. Tools, 2016

Differential evolution with guiding archive for global numerical optimization.
Appl. Soft Comput., 2016

Inferring Activities and Optimal Trips: Lessons From Singapore's National Science Experiment.
Proceedings of the Complex Systems Design & Management Asia - Smart Nations, 2016

2015
Approximation and Parameterized Runtime Analysis of Evolutionary Algorithms for the Maximum Cut Problem.
IEEE Trans. Cybern., 2015

On the analysis of the (1+1) evolutionary algorithm for the maximum leaf spanning tree problem.
Int. J. Comput. Math., 2015

An elitism based multi-objective artificial bee colony algorithm.
Eur. J. Oper. Res., 2015

A dynamic multi-colony artificial bee colony algorithm for multi-objective optimization.
Appl. Soft Comput., 2015

Performance Analysis of the (1+1) Evolutionary Algorithm for the Multiprocessor Scheduling Problem.
Algorithmica, 2015

Analysis of Solution Quality of a Multiobjective Optimization-Based Evolutionary Algorithm for Knapsack Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015

Approximation Performance of the (1+1) Evolutionary Algorithm for the Minimum Degree Spanning Tree Problem.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015

2014
Performance Analysis of Evolutionary Algorithms for the Minimum Label Spanning Tree Problem.
IEEE Trans. Evol. Comput., 2014

A theoretical assessment of solution quality in evolutionary algorithms for the knapsack problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Ant Colony Optimization With Combining Gaussian Eliminations for Matrix Multiplication.
IEEE Trans. Cybern., 2013

Exponential bounds for the random walk algorithm on random planted 3-SAT.
Sci. China Inf. Sci., 2013

2012
The analysis of expected fitness and success ratio of two heuristic optimizations on two bimodal MaxSAT problems.
J. Glob. Optim., 2012

2010
Random search algorithm for 2×2 matrices multiplication problem.
Proceedings of the Third International Workshop on Advanced Computational Intelligence, 2010

2009
Runtime Analysis of an Ant Colony Optimization Algorithm for TSP Instances.
IEEE Trans. Evol. Comput., 2009

A comparative runtime analysis of heuristic algorithms for satisfiability problems.
Artif. Intell., 2009

Enhanced Strand Space for Secure Protocol Analysis.
Proceedings of the 2009 IITA International Conference on Services Science, 2009

Observational Equivalence Technique in Trusted Model.
Proceedings of the 2009 IITA International Conference on Services Science, 2009

2008
An Adaptive Tradeoff Model for Constrained Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2008

A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 0-1 Knapsack Problem.
Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008

2007
Multiobjective Optimization and Hybrid Evolutionary Algorithm to Solve Constrained Optimization Problems.
IEEE Trans. Syst. Man Cybern. Part B, 2007

A Runtime Analysis of Evolutionary Algorithms for Constrained Optimization Problems.
IEEE Trans. Evol. Comput., 2007

Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids.
Inf. Process. Lett., 2007

On the Running Time Analysis of the (1+1) Evolutionary Algorithm for the Subset Sum Problem.
Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007

A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack.
Proceedings of the Advances in Computation and Intelligence, 2007

A comparison of GAs using penalizing infeasible solutions and repairing infeasible solutions on restrictive capacity knapsack problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006
An Evolutionary Algorithm for Constrained Multi-objective Optimization Problems.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

2005
The Convergence of a Multi-objective Evolutionary Algorithm Based on Grids.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2003
Multi-objective and MGG evolutionary algorithm for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003


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