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  • 郑伟

    最终学位:博士

    导师类型:

  • 电子邮箱:wzhengmc@sxu.edu.cn

    联系电话:0351-7010566

  • 研究方向:演化计算及其应用,AI for complex networks、AI for protein, AI for education

  • 个人简介
  • 学术论文
  • 科研项目

郑伟,博士,讲师,2022年9月毕业于西安交通大学统计学专业,在《IEEE Transactions on Cybernetics》、《Information Sciences》、《Expert Systems With Applications》等国际期刊,ACM GECCO、IEEE CEC等国际会议发表论文20余篇,担任TCYB,TEVC,TSMCA等trans期刊审稿人。主持国家科学基金青年项目1项,(2)      中央高校基本科研业务费专项资金项目1项,参与多项国家级项目。

[1] W. Zheng, J. Sun*, Q. Zhang and Z. Xu, "Continuous Encoding for Overlapping Community Detection in Attributed Network", IEEE Transactions on Cybernetics, 53(9): 5469-5482, 2023

[2] J. Sun, W. Zheng*, Q. Zhang and Z. Xu, "Graph Neural Network Encoding for Community Detection in Attribute Networks, "IEEE Transactions on Cybernetics, 52(8): 7791-7804, 2022

[3] W. Zheng*, J. Sun, "Exploring Cluster-Dependent Isomorphism in Multi-Objective Evolutionary Optimization", Expert Systems with Applications, 263, 125684, 2025

[4] W. Zheng, Y. Tan, Z. Yan and M. Yang*, "A Novel Clustering-Based Evolutionary Algorithm with Objective Space Decomposition for Multi/Many-Objective Optimization", Information Sciences, 677: 120940, 2024

[5] W. Zheng and J. Sun*, "Two-stage hybrid learning-based multi-objective evolutionary algorithm based on objective space decomposition", Information Sciences, 610: 1163-1186, 2022

[6] W. Zheng, Y. Tan*, L. Meng and H. Zhang, "An Improved MOEA/D Design for Many-objective Optimization Problems", Applied Intelligence, 48, 3839-3861, 2018

[7] H. Che, W. Zheng* and M Yang. "A Hybrid Learning-Based Differential Evolution for Mixed-Variable Optimization Problems. "2024 7th International Conference on Computer Information Science and Application Technology (CISAT). IEEE, 2024

[8] W. Zheng, Y Zhang and J Sun*, "Continuous Encoding for Community Detection in Complex Networks, "In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO'21). Association for Computing Machinery, New York, NY, USA, 141-142, 2021

[9] W. Zheng, X. Liu and J. Sun*, "Continuous Encoding for Community Detection in Attribute Networks with Preserving Node Information, "2021 IEEE Congress on Evolutionary Computation (CEC), 2021, pp. 2031-2038

[10] W. Zheng, J. Wu, C. Zhang and J. Sun*, "A Clustering-Based Multiobjective Evolutionary Algorithm for Balancing Exploration and Exploitation, "In International Conference on Bio-Inspired Computing: Theories and Applications (pp. 355-369). Springer, Singapore, 2019

[11] W. Zheng, J. Sun* and H. Li, "An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary Algorithm, "2019 IEEE Congress on Evolutionary Computation (CEC), 2019, pp. 1718-1725

[12] Z. Yan, Y. Zhou*, W Wu and W. Zheng, "An Ensemble Dual Model Assisted MOEA/D for Tackling Medium Scale Expensive Multiobjective Optimization", Information Sciences, 679, 121079, 2024

[13] Z Yan, Y Zhou, W. Zheng, C Su and W Wu, "A Dimensionality Reduction Assisted Evolutionary Algorithm for High-Dimensional Expensive Multi/Many-Objective Optimization", Swarm and Evolutionary Computation, 91, 101729, 2024

[14] Z. Yan, Y. Tan*, W. Zheng, L. Meng and H. Zhang, "Leader Recommend Operators Selection Strategy for A Multiobjective Evolutionary Algorithm Based on Decomposition, "Information Sciences, 550, 166-188, 2021

1. 国家自然科学基金青年项目, 人工智能优化驱动的蛋白质相互作用网络功能模块识别, 2025-01-01至2027-12-31, 主持

2. 中央高校基本科研业务费专项资金项目, 基于学习的多目标进化算法的关键技术研究, 2019-01-01至2020-12-31, 主持

3. 国家重点研发计划项目, 公共安全风险防控与应急技术装备--社区风险监测与防范关键技术研究, 2018-2020, 参与

4. 国家自然科学基金面上基金项目: 元学习优化研究, 2020-2024, 参与

5. 国家自然科学基金青年基金项目: 基于分解的动态进化算法及其对动态优化问题的目标跟踪性研究, 2015-2017, 参与

6. 山东省面上项目: 小数据驱动的多目标分解进化算法研究, 2023-2025, 参与