Yuren Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 131

Top Venues

CoRR

IEEE Trans. Evol. Comput.

Appl. Soft Comput.

IEEE Trans. Cybern.

Publications

Xiaoyuan Guan, Jiankang Chen, Shenshen Bu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang
Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection. AAAI (2024)
Zeyuan Yan, Yuren Zhou, Weigang Wu, Wei Zheng
An ensemble dual model assisted MOEA/D for tackling medium scale expensive multiobjective optimization. Inf. Sci. 679 (2024)
Tianyi Yang, Yuren Zhou
Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property. IEEE Trans. Evol. Comput. 28 (3) (2024)
Jining Wang, Delai Qiu, Youming Liu, Yining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou
Contextual Dictionary Lookup for Knowledge Graph Completion. CoRR (2023)
Wenhui Wang, Zefeng Chen, Yuren Zhou
Adaptive Multitask Evolutionary Optimization for Tasks with Non-Uniform Evaluation Cost. SMC (2023)
Ziyang Zhang, Chuan Chen, Yaomin Chang, Weibo Hu, Xingxing Xing, Yuren Zhou, Zibin Zheng
SHNE: Semantics and Homophily Preserving Network Embedding. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Liangjiang Lin, Zefeng Chen, Yuren Zhou
Towards Scalable Feature Selection: An Evolutionary Multitask Algorithm Assisted by Transfer Learning Based Co-surrogate. ICONIP (2) (2023)
Xinsheng Lai, Yuren Zhou
Runtime analysis of some hybrid algorithms. Neural Comput. Appl. 35 (19) (2023)
Jining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion. CoRR (2023)
Jun He, Yuren Zhou
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms. CoRR (2023)
Yu Wang, Chuan Chen, Jinrong Lai, Lele Fu, Yuren Zhou, Zibin Zheng
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Billy Pik Lik Lau, Zann Koh, Yuren Zhou, Benny Kai Kiat Ng, Chau Yuen, Mui Liang Low
Location-based activity behavior deviation detection for nursing home using IoT devices. Internet Things 22 (2023)
Billy Pik Lik Lau, Zann Koh, Yuren Zhou, Benny Kai Kiat Ng, Chau Yuen, Mui Lang Low
Location-based Activity Behavior Deviation Detection for Nursing Home using IoT Devices. CoRR (2023)
Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang
Revisit PCA-based technique for Out-of-Distribution Detection. ICCV (2023)
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
Distributed Evolution Strategies for Black-Box Stochastic Optimization. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Yuren Zhou, Zefeng Chen, Zhengxin Huang, Yi Xiang
A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection. IEEE Trans. Cybern. 52 (5) (2022)
Shenglv Zhang, Yuren Zhou, Haohao Qu, Yiting Zhu, Linlin You
Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective. ICTAI (2022)
Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin, Miqing Li, Xiaowei Yang
Search-based Diverse Sampling from Real-world Software Product Lines. ICSE (2022)
Zann Koh, Yuren Zhou, Billy Pik Lik Lau, Ran Liu, Keng Hua Chong, Chau Yuen
Clustering and Analysis of GPS Trajectory Data using Distance-based Features. CoRR (2022)
Yuren Zhou, Xiaoyu He, Zefeng Chen, Siyu Jiang
A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems. IEEE Trans. Cybern. 52 (5) (2022)
Jining Wang, Chuan Chen, Zibin Zheng, Luonan Chen, Yuren Zhou
Predicting high-dimensional time series data with spatial, temporal and global information. Inf. Sci. 607 (2022)
Zefeng Chen, Yuren Zhou, Xiaoyu He, Jun Zhang
Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization. IEEE Trans. Cybern. 52 (6) (2022)
Zefeng Chen, Yuren Zhou, Zhengxin Huang, Xiaoyun Xia
Towards Efficient Multiobjective Hyperparameter Optimization: A Multiobjective Multi-fidelity Bayesian Optimization and Hyperband Algorithm. PPSN (1) (2022)
Xiaoli Li, Yuzheng Li, Shixuan Li, Yuren Zhou, Chuan Chen, Zibin Zheng
A Unified Federated DNNs Framework for Heterogeneous Mobile Devices. IEEE Internet Things J. 9 (3) (2022)
Chunliang Zhao, Yuren Zhou, Yuanyuan Hao, Guangyu Zhang
A bi-layer decomposition algorithm for many-objective optimization problems. Appl. Intell. 52 (13) (2022)
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
Distributed Evolution Strategies for Black-box Stochastic Optimization. CoRR (2022)
Xiaoyu He, Zibin Zheng, Zefeng Chen, Yuren Zhou
Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Chunliang Zhao, Yuren Zhou, Xinsheng Lai
An integrated framework with evolutionary algorithm for multi-scenario multi-objective optimization problems. Inf. Sci. 600 (2022)
Ziyang Zhang, Chuan Chen, Yaomin Chang, Weibo Hu, Zibin Zheng, Yuren Zhou, Lei Sun
HIN2Grid: A disentangled CNN-based framework for heterogeneous network learning. Expert Syst. Appl. 187 (2022)
Xiaoyu He, Zibin Zheng, Yuren Zhou
MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization. CoRR (2022)
Zann Koh, Yuren Zhou, Billy Pik Lik Lau, Chau Yuen, Bige Tunçer, Keng Hua Chong
Multiple-Perspective Clustering of Passive Wi-Fi Sensing Trajectory Data. IEEE Trans. Big Data 8 (5) (2022)
Xiaoyu He, Zibin Zheng, Yuren Zhou, Chuan Chen
QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning. SIAM J. Optim. 32 (1) (2022)
Xiaoli Li, Shixuan Li, Yuzheng Li, Yuren Zhou, Chuan Chen, Zibin Zheng
A Personalized Federated Tensor Factorization Framework for Distributed IoT Services QoS Prediction From Heterogeneous Data. IEEE Internet Things J. 9 (24) (2022)
Chunliang Zhao, Yuren Zhou, Yuanyuan Hao
Decomposition-based evolutionary algorithm with dual adjustments for many-objective optimization problems. Swarm Evol. Comput. 75 (2022)
Zann Koh, Yuren Zhou, Billy Pik Lik Lau, Ran Liu, Keng Hua Chong, Chau Yuen
Clustering and Analysis of GPS Trajectory Data Using Distance-Based Features. IEEE Access 10 (2022)
Jianyou Wang, Cynthia Rudin, Yuren Zhou, Christopher Suh, Xiaoxuan Zhang
There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It. Trans. Assoc. Comput. Linguistics 9 (2021)
Marakkalage Sumudu Hasala, Billy Pik Lik Lau, Yuren Zhou, Ran Liu, Chau Yuen, Wei Quin Yow, Keng Hua Chong
WiFi Fingerprint Clustering for Urban Mobility Analysis. IEEE Access 9 (2021)
Marakkalage Sumudu Hasala, Billy Pik Lik Lau, Yuren Zhou, Ran Liu, Chau Yuen, Wei Quin Yow, Keng Hua Chong
WiFi Fingerprint Clustering for Urban Mobility Analysis. CoRR (2021)
Zhengxin Huang, Yuren Zhou
Runtime analysis of immune-inspired hypermutation operators in evolutionary multi-objective optimization. Swarm Evol. Comput. 65 (2021)
Xiaoyu He, Zibin Zheng, Yuren Zhou
MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization. IEEE Trans. Evol. Comput. 25 (2) (2021)
Zhengxin Huang, Yuren Zhou, Chuan Luo, Qingwei Lin
A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems. IJCAI (2021)
Chunliang Zhao, Yuren Zhou, Zefeng Chen
Decomposition-based evolutionary algorithm with automatic estimation to handle many-objective optimization problem. Inf. Sci. 546 (2021)
Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin
There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It. CoRR (2021)
Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He, Xinsheng Lai, Xiaoyun Xia
Running Time Analysis of MOEA/D on Pseudo-Boolean Functions. IEEE Trans. Cybern. 51 (10) (2021)
Xiaoyu He, Yuren Zhou, Zefeng Chen, Jun Zhang, Wei-Neng Chen
Large-Scale Evolution Strategy Based on Search Direction Adaptation. IEEE Trans. Cybern. 51 (3) (2021)
Marakkalage Sumudu Hasala, Yuren Zhou, Chau Yuen, Wei Quin Yow, Keng Hua Chong
A Multi-Perspective Approach to Resident Segmentation Analysis for HDB Towns in Singapore. ICBDC (2021)
Yuren Zhou, Yi Xiang, Xiaoyu He
Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations. IEEE Trans. Evol. Comput. 25 (1) (2021)
Zhengxin Huang, Zefeng Chen, Yuren Zhou
Analysis on the Efficiency of Multifactorial Evolutionary Algorithms. PPSN (2) (2020)
Xinsheng Lai, Yuren Zhou
Analysis of multiobjective evolutionary algorithms on the biobjective traveling salesman problem (1, 2). Multim. Tools Appl. 79 (41-42) (2020)
Yi Xiang, Xiaowei Yang, Yuren Zhou, Zibin Zheng, Miqing Li, Han Huang
Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers. Empir. Softw. Eng. 25 (1) (2020)
Yi Xiang, Xiaowei Yang, Yuren Zhou, Han Huang
Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection. IEEE Trans. Evol. Comput. 24 (2) (2020)
Xue Yu, Yuren Zhou, Xiao-Fang Liu
The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm. Appl. Soft Comput. 94 (2020)
Yuren Zhou, Billy Pik Lik Lau, Zann Koh, Chau Yuen, Benny Kai Kiat Ng
Understanding Crowd Behaviors in a Social Event by Passive WiFi Sensing and Data Mining. CoRR (2020)
Yi Xiang, Yuren Zhou, Zefeng Chen, Jun Zhang
A Many-Objective Particle Swarm Optimizer With Leaders Selected From Historical Solutions by Using Scalar Projections. IEEE Trans. Cybern. 50 (5) (2020)
Zhengxin Huang, Yuren Zhou
Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework. AAAI (2020)
Zann Koh, Yuren Zhou, Billy Pik Lik Lau, Chau Yuen, Bige Tunçer, Keng Hua Chong
Multiple-Perspective Clustering of Passive Wi-Fi Sensing Trajectory Data. CoRR (2020)
Xue Yu, Wei-Neng Chen, Xiao-Min Hu, Tianlong Gu, Huaqiang Yuan, Yuren Zhou, Jun Zhang
Path Planning in Multiple-AUV Systems for Difficult Target Traveling Missions: A Hybrid Metaheuristic Approach. IEEE Trans. Cogn. Dev. Syst. 12 (3) (2020)
Weili Chen, Zibin Zheng, Mingjie Ma, Pinjia He, Yuren Zhou, Jing Bian
Hierarchical bucket tree: an efficient account structure for blockchain-based system. Int. J. Embed. Syst. 12 (4) (2020)
Xiaoyu He, Yuren Zhou, Zefeng Chen, Siyu Jiang
An evolutionary approach to black-box optimization on matrix manifolds. Appl. Soft Comput. 97 (Part B) (2020)
Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou
Homophily Preserving Community Detection. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Jiahai Wang, Wenbin Ren, Zizhen Zhang, Han Huang, Yuren Zhou
A Hybrid Multiobjective Memetic Algorithm for Multiobjective Periodic Vehicle Routing Problem With Time Windows. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Jiahai Wang, Binzhong Cen, Shangce Gao, Zizhen Zhang, Yuren Zhou
Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Weili Chen, Zibin Zheng, Mingjie Ma, Jiajing Wu, Yuren Zhou, Jiaquan Yao
Dependence structure between bitcoin price and its influence factors. Int. J. Comput. Sci. Eng. 21 (3) (2020)
Batchu Rajasekhar, Wayes Tushar, Clement Lork, Yuren Zhou, Chau Yuen, Naran M. Pindoriya, Kristin L. Wood
A Survey of Computational Intelligence Techniques for Air-Conditioners Energy Management. IEEE Trans. Emerg. Top. Comput. Intell. 4 (4) (2020)
Huizhuo Yuan, Xiangru Lian, Ji Liu, Yuren Zhou
Stochastic Recursive Momentum for Policy Gradient Methods. CoRR (2020)
Yi Xiang, Yuren Zhou, Xiaowei Yang, Han Huang
A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points. IEEE Trans. Evol. Comput. 24 (1) (2020)
Rui Zhang, Yuren Zhou, Chunliang Zhao
An Adaptive Evolutionary Algorithm Based on Decomposition with the Region Detection. HP3C (2020)
Yuren Zhou, Billy Pik Lik Lau, Zann Koh, Chau Yuen, Benny Kai Kiat Ng
Understanding Crowd Behaviors in a Social Event by Passive WiFi Sensing and Data Mining. IEEE Internet Things J. 7 (5) (2020)
Xinyuan Zhang, Yue-Jiao Gong, Yuren Zhou, Ying Lin
A Distributed Coevolution Algorithm for Black Box Optimization of Demand Response. IEEE Access 7 (2019)
Yi Xiang, Yuren Zhou, Langping Tang, Zefeng Chen
A Decomposition-Based Many-Objective Artificial Bee Colony Algorithm. IEEE Trans. Cybern. 49 (1) (2019)
Weili Chen, YueJin Xu, Zibin Zheng, Yuren Zhou, Eileen Jianxun Yang, Jing Bian
Detecting "Pump & Dump Schemes" on Cryptocurrency Market Using An Improved Apriori Algorithm. SOSE (2019)
Xue Yu, Yuren Zhou, Xiao-Fang Liu
A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints. Appl. Soft Comput. 85 (2019)
Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. INFOCOM (2019)
Yuchen Lian, Zhengxin Huang, Yuren Zhou, Zefeng Chen
Improve Theoretical Upper Bound of Jumpk Function by Evolutionary Multitasking. HPCCT/BDAI (2019)
Xiaoyu He, Yuren Zhou, Zefeng Chen
Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation. IEEE Trans. Evol. Comput. 23 (2) (2019)
Xiaoyu He, Yuren Zhou, Zefeng Chen
An Evolution Path-Based Reproduction Operator for Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (1) (2019)
Yuren Zhou, Clement Lork, Wen-Tai Li, Chau Yuen, Yeong Ming Keow
Benchmarking air-conditioning energy performance of residential rooms based on regression and clustering techniques. CoRR (2019)
Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem. AAAI (2019)
Xiaorong Zhao, Yuren Zhou, Yi Xiang
A grouping particle swarm optimizer. Appl. Intell. 49 (8) (2019)
Yuren Zhou, Yi Xiang, Zefeng Chen, Jun He, Jiahai Wang
A Scalar Projection and Angle-Based Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Cybern. 49 (6) (2019)
Weili Chen, Zibin Zheng, Edith Cheuk-Han Ngai, Peilin Zheng, Yuren Zhou
Exploiting Blockchain Data to Detect Smart Ponzi Schemes on Ethereum. IEEE Access 7 (2019)
Zefeng Chen, Yuren Zhou, Xiaoyu He, Siyu Jiang
A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning. IJCAI (2019)
Zefeng Chen, Yuren Zhou, Zhengxin Huang
Auto-creation of Effective Neural Network Architecture by Evolutionary Algorithm and ResNet for Image Classification. SMC (2019)
Huizhuo Yuan, Yuren Zhou, Chris Junchi Li, Qingyun Sun
Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory. ICML (2019)
Siyu Jiang, Xiaoyu He, Yuren Zhou
Many-objective evolutionary algorithm based on adaptive weighted decomposition. Appl. Soft Comput. 84 (2019)
Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. CoRR (2019)
Xinsheng Lai, Yuren Zhou
An adaptive parallel particle swarm optimization for numerical optimization problems. Neural Comput. Appl. 31 (10) (2019)
Zefeng Chen, Yuren Zhou, Xiaoyu He
Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model. Appl. Soft Comput. 80 (2019)
Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang
Evolutionary Many-Objective Optimization Based on Dynamical Decomposition. IEEE Trans. Evol. Comput. 23 (3) (2019)
Zefeng Chen, Yuren Zhou, Yi Xiang
Towards efficiently searching triple product property triples: Deterministic and randomized algorithms. Appl. Soft Comput. 75 (2019)
Yuren Zhou, Xiaoyu He, Yi Xiang, Shaowei Cai
A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation. Artif. Intell. 276 (2019)
Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Yuren Zhou, Naveed Ul Hassan, Chau Yuen, Meng Zhang, U-Xuan Tan
A survey of data fusion in smart city applications. Inf. Fusion 52 (2019)
Yi Xiang, Yuren Zhou, Zibin Zheng, Miqing Li
Configuring Software Product Lines by Combining Many-Objective Optimization and SAT Solvers. ACM Trans. Softw. Eng. Methodol. 26 (4) (2018)
Weili Chen, Zibin Zheng, Mingjie Ma, Pinjia He, Peilin Zheng, Yuren Zhou
Efficient blockchain-based software systems via hierarchical bucket tree. ICSE (Companion Volume) (2018)
Weili Chen, Mingjie Ma, Yongjian Ye, Zibin Zheng, Yuren Zhou
IoT Service Based on JointCloud Blockchain: The Case Study of Smart Traveling. SOSE (2018)
Yi Xiang, Yuren Zhou, Zefeng Chen
A local search based restart evolutionary algorithm for finding triple product property triples. Appl. Intell. 48 (9) (2018)
Weili Chen, Zibin Zheng, Jiahui Cui, Edith C. H. Ngai, Peilin Zheng, Yuren Zhou
Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology. WWW (2018)
Xiaoyun Xia, Yuren Zhou
On the effectiveness of immune inspired mutation operators in some discrete optimization problems. Inf. Sci. 426 (2018)
Jun He, Yu Chen, Yuren Zhou
A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms. CoRR (2018)
Zibin Zheng, Yatao Yang, Xiangdong Niu, Hong-Ning Dai, Yuren Zhou
Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids. IEEE Trans. Ind. Informatics 14 (4) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yuren Zhou