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Yuren Zhou
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2020 – today
- 2024
- [j102]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: 121079 (2024) - [j101]Zeyuan Yan, Yuren Zhou, Wei Zheng, Chupeng Su, Weigang Wu:
A dimensionality reduction assisted evolutionary algorithm for high-dimensional expensive multi/many-objective optimization. Swarm Evol. Comput. 91: 101729 (2024) - [j100]Tianyi Yang, Yuren Zhou:
Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property. IEEE Trans. Evol. Comput. 28(3): 837-843 (2024) - [c46]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: 19858-19866 - [c45]Xiaoyuan Guan, Zhiyong Gan, Ling Deng, Wei Shi, Jiankang Chen, Shenshen Bu, Chunliang Zhao, Jianfang Hu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang:
Out-of-Distribution Detection by Principal Component Correspondence. ICME 2024: 1-6 - [c44]Xiaoyuan Guan, Tianyi Yang, Chunliang Zhao, Yuren Zhou:
Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation. IJCAI 2024: 6923-6930 - [c43]Ganyuan Luo, Hao Li, Zefeng Chen, Yuren Zhou:
Pareto-Informed Multi-objective Neural Architecture Search. PPSN (3) 2024: 369-385 - [c42]Peng Wang, Jiankang Chen, Yuren Zhou, Ruixuan Wang:
EFOA: Enhancing Out-of-Distribution Detection by Fake Outlier Augmentation. PRCV (3) 2024: 89-103 - 2023
- [j99]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: 100702 (2023) - [j98]Xinsheng Lai, Yuren Zhou:
Runtime analysis of some hybrid algorithms. Neural Comput. Appl. 35(19): 14153-14167 (2023) - [j97]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): 2:1-2:20 (2023) - [j96]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): 4296-4307 (2023) - [c41]Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang:
Revisit PCA-based technique for Out-of-Distribution Detection. ICCV 2023: 19374-19382 - [c40]Liangjiang Lin, Zefeng Chen, Yuren Zhou:
Towards Scalable Feature Selection: An Evolutionary Multitask Algorithm Assisted by Transfer Learning Based Co-surrogate. ICONIP (2) 2023: 482-493 - [c39]Wenhui Wang, Zefeng Chen, Yuren Zhou:
Adaptive Multitask Evolutionary Optimization for Tasks with Non-Uniform Evaluation Cost. SMC 2023: 2592-2599 - [i20]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 abs/2301.11272 (2023) - [i19]Jining Wang, Delai Qiu, Youming Liu, Yining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou:
Contextual Dictionary Lookup for Knowledge Graph Completion. CoRR abs/2306.07719 (2023) - [i18]Jining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou:
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion. CoRR abs/2306.10290 (2023) - [i17]Jun He, Yuren Zhou:
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms. CoRR abs/2309.00851 (2023) - 2022
- [j95]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: 125387-125399 (2022) - [j94]Guang-Yu Zhang, Xiao-Wei Chen, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang, Xiao-Yu He:
Kernelized multi-view subspace clustering via auto-weighted graph learning. Appl. Intell. 52(1): 716-731 (2022) - [j93]Chunliang Zhao, Yuren Zhou, Yuanyuan Hao, Guangyu Zhang:
A bi-layer decomposition algorithm for many-objective optimization problems. Appl. Intell. 52(13): 15122-15142 (2022) - [j92]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: 115823 (2022) - [j91]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): 1737-1748 (2022) - [j90]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): 25460-25473 (2022) - [j89]Chunliang Zhao, Yuren Zhou, Xinsheng Lai:
An integrated framework with evolutionary algorithm for multi-scenario multi-objective optimization problems. Inf. Sci. 600: 342-361 (2022) - [j88]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: 477-492 (2022) - [j87]Xiaoyu He, Zibin Zheng, Yuren Zhou, Chuan Chen:
QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning. SIAM J. Optim. 32(1): 228-255 (2022) - [j86]Chunliang Zhao, Yuren Zhou, Yuanyuan Hao:
Decomposition-based evolutionary algorithm with dual adjustments for many-objective optimization problems. Swarm Evol. Comput. 75: 101168 (2022) - [j85]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): 1312-1325 (2022) - [j84]Yuren Zhou, Xiaoyu He, Zefeng Chen, Siyu Jiang:
A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems. IEEE Trans. Cybern. 52(5): 3018-3031 (2022) - [j83]Yuren Zhou, Zefeng Chen, Zhengxin Huang, Yi Xiang:
A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection. IEEE Trans. Cybern. 52(5): 3888-3901 (2022) - [j82]Zefeng Chen, Yuren Zhou, Xiaoyu He, Jun Zhang:
Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization. IEEE Trans. Cybern. 52(6): 5278-5289 (2022) - [j81]Zi-Jia Wang, Yu-Ren Zhou, Jun Zhang:
Adaptive Estimation Distribution Distributed Differential Evolution for Multimodal Optimization Problems. IEEE Trans. Cybern. 52(7): 6059-6070 (2022) - [j80]Xiaoyu He, Zibin Zheng, Zefeng Chen, Yuren Zhou:
Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1271-1285 (2022) - [j79]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): 3718-3731 (2022) - [c38]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: 1945-1957 - [c37]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: 1152-1159 - [c36]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: 160-174 - [d2]Yi Xiang, Yuren Zhou, Xiaowei Yang, Han Huang:
A Many-objective Evolutionary Algorithm With Pareto-adaptive Reference Points-Supplementary Data: Part 2. IEEE DataPort, 2022 - [i16]Xiaoyu He, Zibin Zheng, Yuren Zhou:
MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization. CoRR abs/2203.12675 (2022) - [i15]Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin:
Distributed Evolution Strategies for Black-box Stochastic Optimization. CoRR abs/2204.04450 (2022) - [i14]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 abs/2212.00206 (2022) - 2021
- [j78]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: 69527-69538 (2021) - [j77]Guang-Yu Zhang, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang, Xiaoyu He:
Joint representation learning for multi-view subspace clustering. Expert Syst. Appl. 166: 113913 (2021) - [j76]Chunliang Zhao, Yuren Zhou, Zefeng Chen:
Decomposition-based evolutionary algorithm with automatic estimation to handle many-objective optimization problem. Inf. Sci. 546: 1030-1046 (2021) - [j75]Zhengxin Huang, Yuren Zhou:
Runtime analysis of immune-inspired hypermutation operators in evolutionary multi-objective optimization. Swarm Evol. Comput. 65: 100934 (2021) - [j74]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: 605-620 (2021) - [j73]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): 1651-1665 (2021) - [j72]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): 5130-5141 (2021) - [j71]Yuren Zhou, Yi Xiang, Xiaoyu He:
Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations. IEEE Trans. Evol. Comput. 25(1): 172-186 (2021) - [j70]Xiaoyu He, Zibin Zheng, Yuren Zhou:
MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization. IEEE Trans. Evol. Comput. 25(2): 320-333 (2021) - [c35]Guang-Yu Zhang, Xiao-Wei Chen, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang:
Consistency- and Inconsistency-Aware Multi-view Subspace Clustering. DASFAA (2) 2021: 291-306 - [c34]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: 192-199 - [c33]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: 1682-1688 - [i13]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 abs/2103.03775 (2021) - [i12]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 abs/2105.01274 (2021) - 2020
- [j69]Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu:
Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization. Appl. Soft Comput. 87: 105988 (2020) - [j68]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: 106477 (2020) - [j67]Xiaoyu He, Yuren Zhou, Zefeng Chen, Siyu Jiang:
An evolutionary approach to black-box optimization on matrix manifolds. Appl. Soft Comput. 97(Part B): 106773 (2020) - [j66]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): 591-626 (2020) - [j65]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): 334-345 (2020) - [j64]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): 554-566 (2020) - [j63]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): 4442-4454 (2020) - [j62]Guang-Yu Zhang, Yu-Ren Zhou, Xiaoyu He, Chang-Dong Wang, Dong Huang:
One-step Kernel Multi-view Subspace Clustering. Knowl. Based Syst. 189 (2020) - [j61]Xinsheng Lai, Yuren Zhou:
Analysis of multiobjective evolutionary algorithms on the biobjective traveling salesman problem (1, 2). Multim. Tools Appl. 79(41-42): 30839-30860 (2020) - [j60]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): 561-574 (2020) - [j59]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): 2209-2222 (2020) - [j58]Yi Xiang, Yuren Zhou, Xiaowei Yang, Han Huang:
A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points. IEEE Trans. Evol. Comput. 24(1): 99-113 (2020) - [j57]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): 245-259 (2020) - [j56]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): 398-412 (2020) - [j55]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): 555-570 (2020) - [j54]Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou:
Homophily Preserving Community Detection. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2903-2915 (2020) - [j53]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): 4732-4745 (2020) - [c32]Zhengxin Huang, Yuren Zhou:
Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework. AAAI 2020: 2359-2366 - [c31]Rui Zhang, Yuren Zhou, Chunliang Zhao:
An Adaptive Evolutionary Algorithm Based on Decomposition with the Region Detection. HP3C 2020: 160-167 - [c30]Zhengxin Huang, Zefeng Chen, Yuren Zhou:
Analysis on the Efficiency of Multifactorial Evolutionary Algorithms. PPSN (2) 2020: 634-647 - [i11]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 abs/2002.04401 (2020) - [i10]Huizhuo Yuan, Xiangru Lian, Ji Liu, Yuren Zhou:
Stochastic Recursive Momentum for Policy Gradient Methods. CoRR abs/2003.04302 (2020) - [i9]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 abs/2012.11796 (2020)
2010 – 2019
- 2019
- [j52]Ya-Hui Jia, Yu-Ren Zhou, Ying Lin, Wei-jie Yu, Ying Gao, Lu Lu:
A Distributed Cooperative Co-evolutionary CMA Evolution Strategy for Global Optimization of Large-Scale Overlapping Problems. IEEE Access 7: 19821-19834 (2019) - [j51]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: 37575-37586 (2019) - [j50]Xinyuan Zhang, Yue-Jiao Gong, Yuren Zhou, Ying Lin:
A Distributed Coevolution Algorithm for Black Box Optimization of Demand Response. IEEE Access 7: 51994-52006 (2019) - [j49]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: 105-129 (2019) - [j48]Xiaorong Zhao, Yuren Zhou, Yi Xiang:
A grouping particle swarm optimizer. Appl. Intell. 49(8): 2862-2873 (2019) - [j47]Zefeng Chen, Yuren Zhou, Yi Xiang:
Towards efficiently searching triple product property triples: Deterministic and randomized algorithms. Appl. Soft Comput. 75: 349-357 (2019) - [j46]Zefeng Chen, Yuren Zhou, Xiaoyu He:
Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model. Appl. Soft Comput. 80: 211-225 (2019) - [j45]Siyu Jiang, Xiaoyu He, Yuren Zhou:
Many-objective evolutionary algorithm based on adaptive weighted decomposition. Appl. Soft Comput. 84 (2019) - [j44]Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu, Ying Lin:
Dual-archive-based particle swarm optimization for dynamic optimization. Appl. Soft Comput. 85 (2019) - [j43]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) - [j42]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: 357-374 (2019) - [j41]Xinsheng Lai, Yuren Zhou:
An adaptive parallel particle swarm optimization for numerical optimization problems. Neural Comput. Appl. 31(10): 6449-6467 (2019) - [j40]Yi Xiang, Yuren Zhou, Langping Tang, Zefeng Chen:
A Decomposition-Based Many-Objective Artificial Bee Colony Algorithm. IEEE Trans. Cybern. 49(1): 287-300 (2019) - [j39]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): 2073-2084 (2019) - [j38]Xiaoyu He, Yuren Zhou, Zefeng Chen:
An Evolution Path-Based Reproduction Operator for Many-Objective Optimization. IEEE Trans. Evol. Comput. 23(1): 29-43 (2019) - [j37]Xiaoyu He, Yuren Zhou, Zefeng Chen:
Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation. IEEE Trans. Evol. Comput. 23(2): 258-272 (2019) - [j36]Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang:
Evolutionary Many-Objective Optimization Based on Dynamical Decomposition. IEEE Trans. Evol. Comput. 23(3): 361-375 (2019) - [c29]Zhengxin Huang, Yuren Zhou, Zefeng Chen, Xiaoyu He:
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem. AAAI 2019: 2296-2303 - [c28]Yuchen Lian, Zhengxin Huang, Yuren Zhou, Zefeng Chen:
Improve Theoretical Upper Bound of Jumpk Function by Evolutionary Multitasking. HPCCT/BDAI 2019: 44-50 - [c27]Huizhuo Yuan, Yuren Zhou, Chris Junchi Li, Qingyun Sun:
Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory. ICML 2019: 7232-7241 - [c26]Zefeng Chen, Yuren Zhou, Xiaoyu He, Siyu Jiang:
A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning. IJCAI 2019: 2130-2136 - [c25]Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou:
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. INFOCOM 2019: 964-972 - [c24]Zefeng Chen, Yuren Zhou, Zhengxin Huang:
Auto-creation of Effective Neural Network Architecture by Evolutionary Algorithm and ResNet for Image Classification. SMC 2019: 3895-3900 - [c23]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 - [d1]Yi Xiang, Yuren Zhou, Xiaowei Yang, Han Huang:
A Many-objective Evolutionary Algorithm With Pareto-adaptive Reference Points-Supplementary Data: Part 1. IEEE DataPort, 2019 - [i8]Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou:
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. CoRR abs/1902.01941 (2019) - [i7]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 abs/1908.08176 (2019) - 2018
- [j35]Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou:
Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach. IEEE Access 6: 47240-47257 (2018) - [j34]Yi Xiang, Yuren Zhou, Zefeng Chen:
A local search based restart evolutionary algorithm for finding triple product property triples. Appl. Intell. 48(9): 2894-2911 (2018) - [j33]Xiaoyu He, Yuren Zhou:
Enhancing the performance of differential evolution with covariance matrix self-adaptation. Appl. Soft Comput. 64: 227-243 (2018) - [j32]Yuren Zhou, Billy Pik Lik Lau, Chau Yuen, Bige Tunçer, Erik Wilhelm:
Understanding Urban Human Mobility through Crowdsensed Data. IEEE Commun. Mag. 56(11): 52-59 (2018) - [j31]Xiaoyun Xia, Yuren Zhou:
On the effectiveness of immune inspired mutation operators in some discrete optimization problems. Inf. Sci. 426: 87-100 (2018) - [j30]Guang-Yu Zhang, Chang-Dong Wang, Dong Huang, Wei-Shi Zheng, Yu-Ren Zhou:
TW-Co-k-means: Two-level weighted collaborative k-means for multi-view clustering. Knowl. Based Syst. 150: 127-138 (2018) - [j29]Zefeng Chen, Yuren Zhou, Xiaorong Zhao, Yi Xiang, Jiahai Wang:
A historical solutions based evolution operator for decomposition-based many-objective optimization. Swarm Evol. Comput. 41: 167-189 (2018) - [j28]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): 1606-1615 (2018) - [j27]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): 14:1-14:46 (2018) - [c22]Langping Tang, Yuren Zhou, Zefeng Chen:
A Dominance-Based Constrained Optimization Evolutionary Algorithm for the 4-th Tensor Power Problem of Matrix Multiplication. ICCCS (4) 2018: 563-575 - [c21]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: 360-361 - [c20]Aneeq-ur Rehman, Reeba Raza, Naveed Ul Hassan, Yuren Zhou, Rui Liu, Benny Kai Kiat Ng, Chau Yuen:
IoT Based Experimental Study to Modify Water Consumption Behavior of Domestic Users. SmartGIFT 2018: 200-209 - [c19]Weili Chen, Mingjie Ma, Yongjian Ye, Zibin Zheng, Yuren Zhou:
IoT Service Based on JointCloud Blockchain: The Case Study of Smart Traveling. SOSE 2018: 216-221 - [c18]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: 1409-1418 - [i6]Yuren Zhou, Billy Pik Lik Lau, Chau Yuen, Bige Tunçer, Erik Wilhelm:
Understand Urban Human Mobility through Crowdsensed Data. CoRR abs/1805.00628 (2018) - [i5]Jun He, Yu Chen, Yuren Zhou:
A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms. CoRR abs/1810.11532 (2018) - 2017
- [j26]Yi Xiang, Jing Peng, Yuren Zhou, Miqing Li, Zefeng Chen:
An angle based constrained many-objective evolutionary algorithm. Appl. Intell. 47(3): 705-720 (2017) - [j25]Zefeng Chen, Yuren Zhou, Yi Xiang:
A many-objective evolutionary algorithm based on a projection-assisted intra-family election. Appl. Soft Comput. 61: 394-411 (2017) - [j24]Xinsheng Lai, Yuren Zhou, Xiaoyun Xia, Qingfu Zhang:
Performance Analysis of Evolutionary Algorithms for Steiner Tree Problems. Evol. Comput. 25(4) (2017) - [j23]Xinsheng Lai, Yuren Zhou, Yi Xiang:
Ant colony optimization for triple product property triples to fast matrix multiplication. Soft Comput. 21(23): 7159-7171 (2017) - [j22]Xinsheng Lai, Yuren Zhou:
Success rates analysis of three hybrid algorithms on SAT instances. Swarm Evol. Comput. 34: 119-129 (2017) - [j21]Yuren Zhou, Zefeng Chen, Jun Zhang:
Ranking Vectors by Means of the Dominance Degree Matrix. IEEE Trans. Evol. Comput. 21(1): 34-51 (2017) - [j20]Yi Xiang, Yuren Zhou, Miqing Li, Zefeng Chen:
A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization. IEEE Trans. Evol. Comput. 21(1): 131-152 (2017) - [c17]Jun He, Yuren Zhou, Guangming Li:
An initial error analysis for evolutionary algorithms. GECCO (Companion) 2017: 317-318 - [c16]Fanghua Ye, Zibin Zheng, Chuan Chen, Yuren Zhou:
DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing. ICDCS Workshops 2017: 275-279 - [c15]Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou:
Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach. ICSOC 2017: 605-613 - [c14]Clement Lork, Yuren Zhou, Rajasekhar Batchu, Chau Yuen, Naran M. Pindoriya:
An Adaptive Data Driven Approach to Single Unit Residential Air-conditioning Prediction and Forecasting using Regression Trees. SMARTGREENS 2017: 67-76 - 2016
- [j19]Yalan Zhou, Jiahai Wang, Yuren Zhou, Zhanyan Qiu, Zhisheng Bi, Yiqiao Cai:
Differential evolution with guiding archive for global numerical optimization. Appl. Soft Comput. 43: 424-440 (2016) - [j18]Langping Tang, Yuren Zhou, Yi Xiang, Xinsheng Lai:
A Multi-Objective Artificial Bee Colony Algorithm Combined with a Local Search Method. Int. J. Artif. Intell. Tools 25(3): 1650009:1-1650009:30 (2016) - [j17]Xue Peng, Yuren Zhou, Gang Xu:
Approximation performance of ant colony optimization for the TSP(1, 2) problem. Int. J. Comput. Math. 93(10): 1683-1694 (2016) - [j16]Yuan-Long Li, Yuren Zhou, Zhi-Hui Zhan, Jun Zhang:
A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 20(4): 563-576 (2016) - [c13]Barnabé Monnot, Erik Wilhelm, Georgios Piliouras, Yuren Zhou, Daniel Dahlmeier, Hai Yun Lu, Wang Jin:
Inferring Activities and Optimal Trips: Lessons From Singapore's National Science Experiment. CSDM Asia 2016: 247-264 - 2015
- [j15]Yuren Zhou, Jun Zhang, Yong Wang:
Performance Analysis of the (1+1) Evolutionary Algorithm for the Multiprocessor Scheduling Problem. Algorithmica 73(1): 21-41 (2015) - [j14]Yi Xiang, Yuren Zhou:
A dynamic multi-colony artificial bee colony algorithm for multi-objective optimization. Appl. Soft Comput. 35: 766-785 (2015) - [j13]Yi Xiang, Yuren Zhou, Hai-Lin Liu:
An elitism based multi-objective artificial bee colony algorithm. Eur. J. Oper. Res. 245(1): 168-193 (2015) - [j12]Xiaoyun Xia, Yuren Zhou, Xinsheng Lai:
On the analysis of the (1+1) evolutionary algorithm for the maximum leaf spanning tree problem. Int. J. Comput. Math. 92(10): 2023-2035 (2015) - [j11]Yuren Zhou, Xinsheng Lai, Kangshun Li:
Approximation and Parameterized Runtime Analysis of Evolutionary Algorithms for the Maximum Cut Problem. IEEE Trans. Cybern. 45(8): 1491-1498 (2015) - [c12]Xiaoyun Xia, Yuren Zhou:
Approximation Performance of the (1+1) Evolutionary Algorithm for the Minimum Degree Spanning Tree Problem. BIC-TA 2015: 505-512 - [c11]Jun He, Yong Wang, Yuren Zhou:
Analysis of Solution Quality of a Multiobjective Optimization-Based Evolutionary Algorithm for Knapsack Problem. EvoCOP 2015: 74-85 - [i4]Jun He, Yong Wang, Yuren Zhou:
Analysis of Solution Quality of a Multiobjective Optimization-based Evolutionary Algorithm for Knapsack Problem. CoRR abs/1502.03699 (2015) - 2014
- [j10]Xinsheng Lai, Yuren Zhou, Jun He, Jun Zhang:
Performance Analysis of Evolutionary Algorithms for the Minimum Label Spanning Tree Problem. IEEE Trans. Evol. Comput. 18(6): 860-872 (2014) - [c10]Jun He, Boris Mitavskiy, Yuren Zhou:
A theoretical assessment of solution quality in evolutionary algorithms for the knapsack problem. IEEE Congress on Evolutionary Computation 2014: 141-148 - [i3]Jun He, Boris Mitavskiy, Yuren Zhou:
A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem. CoRR abs/1404.3520 (2014) - [i2]Xinsheng Lai, Yuren Zhou, Jun He, Jun Zhang:
Performance Analysis on Evolutionary Algorithms for the Minimum Label Spanning Tree Problem. CoRR abs/1409.1073 (2014) - 2013
- [j9]Yuren Zhou:
Exponential bounds for the random walk algorithm on random planted 3-SAT. Sci. China Inf. Sci. 56(9): 1-13 (2013) - [j8]Yuren Zhou, Xinsheng Lai, Yuanxiang Li, Wenyong Dong:
Ant Colony Optimization With Combining Gaussian Eliminations for Matrix Multiplication. IEEE Trans. Cybern. 43(1): 347-357 (2013) - 2012
- [j7]Xinsheng Lai, Yuren Zhou:
The analysis of expected fitness and success ratio of two heuristic optimizations on two bimodal MaxSAT problems. J. Glob. Optim. 54(4): 745-764 (2012) - 2010
- [c9]Sheng-Jie Deng, Yu-Ren Zhou, Hua-Qing Min, Jing-Hui Zhu:
Random search algorithm for 2×2 matrices multiplication problem. IWACI 2010: 409-413
2000 – 2009
- 2009
- [j6]Yuren Zhou, Jun He, Qing Nie:
A comparative runtime analysis of heuristic algorithms for satisfiability problems. Artif. Intell. 173(2): 240-257 (2009) - [j5]Yuren Zhou:
Runtime Analysis of an Ant Colony Optimization Algorithm for TSP Instances. IEEE Trans. Evol. Comput. 13(5): 1083-1092 (2009) - [c8]Jie Yang, Deyu Qi, Yuren Zhou, Jinbin Zheng:
Observational Equivalence Technique in Trusted Model. SSME 2009: 128-131 - [c7]Jie Yang, Yu-ren Zhou:
Enhanced Strand Space for Secure Protocol Analysis. SSME 2009: 583-586 - 2008
- [j4]Yong Wang, Zixing Cai, Yuren Zhou, Wei Zeng:
An Adaptive Tradeoff Model for Constrained Evolutionary Optimization. IEEE Trans. Evol. Comput. 12(1): 80-92 (2008) - [i1]Jun He, Yuren Zhou, Xin Yao:
A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 0-1 Knapsack Problem. Theory of Evolutionary Algorithms 2008 - 2007
- [j3]Yuren Zhou, Jun He:
Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids. Inf. Process. Lett. 104(4): 117-122 (2007) - [j2]Yuren Zhou, Jun He:
A Runtime Analysis of Evolutionary Algorithms for Constrained Optimization Problems. IEEE Trans. Evol. Comput. 11(5): 608-619 (2007) - [j1]Yong Wang, Zixing Cai, Gunanqi Guo, Yuren Zhou:
Multiobjective Optimization and Hybrid Evolutionary Algorithm to Solve Constrained Optimization Problems. IEEE Trans. Syst. Man Cybern. Part B 37(3): 560-575 (2007) - [c6]Jun He, Yuren Zhou:
A comparison of GAs using penalizing infeasible solutions and repairing infeasible solutions on restrictive capacity knapsack problem. GECCO 2007: 1518 - [c5]Jun He, Yuren Zhou:
A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack. ISICA 2007: 100-109 - [c4]Yuren Zhou, Zhi Guo, Jun He:
On the Running Time Analysis of the (1+1) Evolutionary Algorithm for the Subset Sum Problem. LSMS (1) 2007: 73-82 - 2006
- [c3]Hua-Qing Min, Yu-Ren Zhou, Yansheng Lu, Jia-zhi Jiang:
An Evolutionary Algorithm for Constrained Multi-objective Optimization Problems. APSCC 2006: 667-670 - 2005
- [c2]Yuren Zhou, Jun He:
The Convergence of a Multi-objective Evolutionary Algorithm Based on Grids. ICNC (2) 2005: 1015-1024 - 2003
- [c1]Yuren Zhou, Yuanxing Li, Jun He, Lishan Kang:
Multi-objective and MGG evolutionary algorithm for constrained optimization. IEEE Congress on Evolutionary Computation 2003: 1-5
Coauthor Index
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