Lei Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

Evolutionary Algorithm

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Netw. Sci. Eng.

Publications

Lei Zhang, Bin Li, Li Ni, Haipeng Yang, Renzhi Cao
Evolutionary Multitasking Local Community Detection on Attributed Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Lei Zhang, Wuji Zhang, Likang Wu, Ming He, Hongke Zhao
SHGCN: Socially Enhanced Heterogeneous Graph Convolutional Network for Multi-behavior Prediction. ACM Trans. Web 18 (1) (2024)
Haipeng Yang, Lin Chen, Fan Cheng, Jianfeng Qiu, Lei Zhang
LSHA: A Local Structure-Based Community Detection Attack Heuristic Approach. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Lei Zhang, Huabin Zhang, Zihao Chen, Sibo Liu, Haipeng Yang, Hongke Zhao
A Multi-Population Based Evolutionary Algorithm for Many-Objective Recommendations. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Haipeng Yang, Bin Li, Fan Cheng, Peng Zhou, Renzhi Cao, Lei Zhang
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Lei Zhang, Sibo Liu, Haipeng Yang, Zihao Chen, Hongke Zhao
MOREM: An evolutionary multitasking optimization algorithm for multi-objective recommendations. Inf. Sci. 678 (2024)
Lei Zhang, Xiang Sun, Haipeng Yang, Fan Cheng
Sparsity-Preserved Pareto Optimization for Subset Selection. IEEE Trans. Evol. Comput. 28 (3) (2024)
Fan Cheng, Shengda Shu, Lei Zhang, Ming Tan, Jianfeng Qiu
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Lei Zhang, Bin Li, Haipeng Yang, Fan Cheng, Cheng Zhang, Renzhi Cao
Multi-Objective Optimization of Local Overlapping Community Detection: A Formal Model and Novel Evolutionary Algorithm. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Lei Zhang, Yutong Liu, Haipeng Yang, Fan Cheng, Qi Liu, Xingyi Zhang
Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks. CAAI Trans. Intell. Technol. 8 (3) (2023)
Lei Zhang, Haipeng Yang, Shangshang Yang, Xingyi Zhang
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification. IEEE Trans. Evol. Comput. 27 (2) (2023)
Lei Zhang, Kaicong Ma, Haipeng Yang, Cheng Zhang, Haiping Ma, Qi Liu
A Search Space Reduction-Based Progressive Evolutionary Algorithm for Influence Maximization in Social Networks. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Lei Zhang, Huaijin Zhang, Haipeng Yang, Zhengyi Liu, Fan Cheng
An Interactive Co-Evolutionary Framework for Multi-Objective Critical Node Detection on Large-Scale Complex Networks. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Fan Cheng, Changjun Zhou, Xudong Liu, Qijun Wang, Jianfeng Qiu, Lei Zhang
Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Lei Zhang, Huabin Zhang, Sibo Liu, Chao Wang, Hongke Zhao
A Community Division-Based Evolutionary Algorithm for Large-Scale Multi-Objective Recommendations. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Lei Zhang, Xinpeng Wu, Hongke Zhao, Fan Cheng, Qi Liu
Personalized Recommendation in P2P Lending Based on Risk-Return Management: A Multi-Objective Perspective. IEEE Trans. Big Data 8 (4) (2022)
Jianfeng Qiu, Xiaoqiang Cai, Lei Zhang, Fan Cheng
A loss matrix-based alternating optimization method for sparse PU learning. Swarm Evol. Comput. 75 (2022)
Qijun Wang, Ping Liu, Lei Zhang, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates. Knowl. Based Syst. 244 (2022)
Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. IJCAI (2022)
Hongke Zhao, Xinpeng Wu, Chuang Zhao, Lei Zhang, Haiping Ma, Fan Cheng
CoEA: A Cooperative-Competitive Evolutionary Algorithm for Bidirectional Recommendations. IEEE Trans. Evol. Comput. 26 (1) (2022)
Hui Shan, Bin Li, Haipeng Yang, Lei Zhang
A Self-adaptive Two-Stage Local Expansion Algorithm for Community Detection on Complex Networks. DMBD (2) (2022)
Fan Cheng, Feixiang Chu, Yi Xu, Lei Zhang
A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection. IEEE Trans. Cybern. 52 (9) (2022)
Lei Zhang, Yutong Liu, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
A Local-Global Influence Indicator Based Constrained Evolutionary Algorithm for Budgeted Influence Maximization in Social Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Haiping Ma, Zhenjie Liu, Xingyi Zhang, Lei Zhang, Hao Jiang
Balancing topology structure and node attribute in evolutionary multi-objective community detection for attributed networks. Knowl. Based Syst. 227 (2021)
Yongkang Luo, Kening Zhang, Haipeng Yang, Feng Liu, Shuai Luo, Lei Zhang, Xiaoyan Sun
A Reduced Mixed Representation Based Multi-Objective Evolutionary Algorithm for Large-Scale Overlapping Community Detection. CEC (2021)
Yu Su, Zeyu Cheng, Pengfei Luo, Jinze Wu, Lei Zhang, Qi Liu, Shijin Wang
Time-and-Concept Enhanced Deep Multidimensional Item Response Theory for interpretable Knowledge Tracing. Knowl. Based Syst. 218 (2021)
Haiping Ma, Haipeng Yang, Kefei Zhou, Lei Zhang, Xingyi Zhang
A local-to-global scheme-based multi-objective evolutionary algorithm for overlapping community detection on large-scale complex networks. Neural Comput. Appl. 33 (10) (2021)
Lei Zhang, Jiajun Xia, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
Multi-Objective Optimization of Critical Node Detection Based on Cascade Model in Complex Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Jianfeng Qiu, Jiangchuan Wan, Lei Zhang, Fan Cheng, Yongkang Luo
Community-Grouping Based Particle Swarm optimisation Algorithm for Feature Selection. CEC (2020)
Lei Zhang, Fengiiao Sun, Fan Cheng, Haiping Ma, Xiaoyan Sun
An Overlapping Community Detection Based Multi-Objective Evolutionary Algorithm for Diversified Social Influence Maximization. CEC (2020)
Yang Yu, Lei Zhang, Jiakai Shen, Qingcai Wang, Guiquan Liu
Seismic Event Detection via Deep Multi-Task Learning. IJCNN (2020)
Xingyi Zhang, Kefei Zhou, Hebin Pan, Lei Zhang, Xiangxiang Zeng, Yaochu Jin
A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks. IEEE Trans. Cybern. 50 (2) (2020)
Rui Li, Xiaobo Lu, Shuowei Li, Haipeng Yang, Jianfeng Qiu, Lei Zhang
DLEP: A Deep Learning Model for Earthquake Prediction. IJCNN (2020)
Fan Cheng, Jiabin Chen, Jianfeng Qiu, Lei Zhang
A subregion division based multi-objective evolutionary algorithm for SVM training set selection. Neurocomputing 394 (2020)
Jianfeng Lin, Lei Zhang, Ming He, Hefu Zhang, Guiquan Liu, Xiuyuan Chen, Zhongming Chen
Multi-Path Relationship Preserved Social Network Embedding. IEEE Access 7 (2019)
Lei Zhang, Shangshang Yang, Xinpeng Wu, Fan Cheng, Ying Xie, Zhiting Lin
An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns. Eng. Appl. Artif. Intell. 77 (2019)
Ye Tian, Shangshang Yang, Lei Zhang, Fuchen Duan, Xingyi Zhang
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining. IEEE Trans. Emerg. Top. Comput. Intell. 3 (2) (2019)
Jianfeng Qiu, Fan Cheng, Lei Zhang, Yi Xu
A Diversity Based Competitive Multi-objective PSO for Feature Selection. ICIC (2) (2019)
Xianwei Meng, Hao Fu, Guiquan Liu, Lei Zhang, Yang Yu, Weiyi Hu, Enhong Chen
Multi-Feature Fusion: A Driver-Car Matching Model Based on Curve Comparison. IEEE Access 7 (2019)
Fan Cheng, Yangxi Liu, Jianfeng Qiu, Lei Zhang
A Sparse Stochastic Method With Optimal Convergence Rate for Optimizing Pseudo-Linear Performance Measures. IEEE Access 7 (2019)
Yansen Su, Huole Zhu, Lei Zhang, Xingyi Zhang
Identifying Disease Modules Based on Connectivity and Semantic Similarities. BIC-TA (2) (2019)
Lei Zhang, Langchun Si, Haipeng Yang, Yuanzhi Hu, Jianfeng Qiu
Precursory Pattern Based Feature Extraction Techniques for Earthquake Prediction. IEEE Access 7 (2019)
Jianfeng Qiu, Minghui Liu, Lei Zhang, Wei Li, Fan Cheng
A multi-level knee point based multi-objective evolutionary algorithm for AUC maximization. Memetic Comput. 11 (3) (2019)
Heng Cao, Shangshang Yang, Qingren Wang, Qijun Wang, Lei Zhang
A Closed Itemset Property based Multi-objective Evolutionary Approach for Mining Frequent and High Utility Itemsets. CEC (2019)
Lei Zhang, Xin Zhang, Fan Cheng, Xiaoyan Sun, Hongke Zhao
Personalized Recommendation for Crowdfunding Platform: A Multi-objective Approach. CEC (2019)
Zhangxiao Li, Lei Zhang, Yansen Su, Jun Li, Xun Wang
A skin membrane-driven membrane algorithm for many-objective optimization. Neural Comput. Appl. 30 (1) (2018)
Lei Zhang, Guanglong Fu, Fan Cheng, Jianfeng Qiu, Yansen Su
A multi-objective evolutionary approach for mining frequent and high utility itemsets. Appl. Soft Comput. 62 (2018)
Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, Lei Zhang
An adaptive mini-batch stochastic gradient method for AUC maximization. Neurocomputing 318 (2018)
Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, Lei Zhang
An Adaptive Robust Online Method for AUC Maximization. IEEE Access 6 (2018)
Yang Yu, Jianfeng Lin, Lei Zhang, Guiquan Liu, Jing Hu, Yuyang Tan, Haijiang Zhang
Identification of Seismic Wave First Arrivals from Earthquake Records via Deep Learning. KSEM (2) (2018)
Yunfeng Chen, Lei Zhang, Xin Li, Yu Zong, Guiquan Liu, Enhong Chen
Incorporating User Preferences Across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation. APWeb/WAIM (1) (2017)
Jianfeng Qiu, Juan Xie, Fan Cheng, Xuefeng Zhang, Lei Zhang
A Hybrid Social Spider Optimization Algorithm with Differential Evolution for Global Optimization. J. Univers. Comput. Sci. 23 (7) (2017)
Xingyi Zhang, Fuchen Duan, Lei Zhang, Fan Cheng, Yaochu Jin, Ke Tang
Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. IEEE Comput. Intell. Mag. 12 (3) (2017)
Lei Zhang, Hebin Pan, Yansen Su, Xingyi Zhang, Yunyun Niu
A Mixed Representation-Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection. IEEE Trans. Cybern. 47 (9) (2017)
Weijieying Ren, Lei Zhang, Bo Jiang, Zhefeng Wang, Guangming Guo, Guiquan Liu
Robust Mapping Learning for Multi-view Multi-label Classification with Missing Labels. KSEM (2017)
Xingyi Zhang, Jun Li, Lei Zhang
A multi-objective membrane algorithm guided by the skin membrane. Nat. Comput. 15 (4) (2016)
Lei Zhang, Ping Luo, Enhong Chen, Min Wang
Revisiting bound estimation of pattern measures: A generic framework. Inf. Sci. 339 (2016)
Yiming Yang, Lei Zhang, Guiquan Liu, Enhong Chen
UPCA: An efficient URL-Pattern based algorithm for accurate web page classification. FSKD (2015)
Lei Zhang, Ping Luo, Linpeng Tang, Enhong Chen, Qi Liu, Min Wang, Hui Xiong
. ACM Trans. Knowl. Discov. Data 10 (2) (2015)
Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong, Chu Guan
Mining user tasks from print logs. IJCNN (2014)
Hanchao Wang, Lili Zhou, Yu Zong, Lei Zhang, Enhong Chen, Xin Li, Jun Chen
An Intelligent Search Platform for Business News. WAIM (2014)
Lili Zhou, Hanchao Wang, Lei Zhang, Enhong Chen, Jun Chen
A Novel Knowledge Network Framework for Financial News Navigation. WAIM (2014)
Guangming Guo, Lei Zhang, Qi Liu, Enhong Chen, Feida Zhu, Chu Guan
High Utility Episode Mining Made Practical and Fast. ADMA (2014)
Jing Wang, Lei Zhang, Guiquan Liu, Qi Liu, Enhong Chen
On top-k closed sequential patterns mining. FSKD (2014)
Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu
Mining Frequent Patterns in Print Logs with Semantically Alternative Labels. ADMA (2) (2013)
Hanying Chen, Guiquan Liu, Lei Zhang
Semi-supervised image classification based on sparse coding spatial pyramid matching. ICIMCS (2013)
Qi Liu, Biao Xiang, Lei Zhang, Enhong Chen, Chang Tan, Ji Chen
Linear Computation for Independent Social Influence. ICDM (2013)
Leilei Yang, Guiquan Liu, Qi Liu, Lei Zhang, Enhong Chen
Analyzing Sequence Data Based on Conditional Random Fields with Co-training. CIS (2012)
Chengjun Dai, Guiquan Liu, Lei Zhang, Enhong Chen
Storage Device Performance Prediction with Hybrid Regression Models. PDCAT (2012)
Linpeng Tang, Lei Zhang, Ping Luo, Min Wang
Incorporating occupancy into frequent pattern mining for high quality pattern recommendation. CIKM (2012)
Lei Zhang, Linpeng Tang, Ping Luo, Enhong Chen, Limei Jiao, Min Wang, Guiquan Liu
Harnessing the wisdom of the crowds for accurate web page clipping. KDD (2012)
Wenhui Yang, Guiquan Liu, Lei Zhang, Enhong Chen
Multi-view learning with batch mode active selection for image retrieval. ICPR (2012)
Le Wu, Enhong Chen, Qi Liu, Linli Xu, Tengfei Bao, Lei Zhang
Leveraging tagging for neighborhood-aware probabilistic matrix factorization. CIKM (2012)
Lei Zhang, Guiquan Liu, Xuechen Zhang, Song Jiang, Enhong Chen
Storage Device Performance Prediction with Selective Bagging Classification and Regression Tree. NPC (2010)