• 中文
  • |
  • English
  • |
工学院
首页 /首页 /师资力量 /教师名录 /计算机科学与技术 /正文

郭晓琦

¢ 毕业学校:华南理工大学 

¢ 政治面貌:中共党员

¢ 邮箱:xiaoqiguo@stu.edu.cn

¢ 通讯地址:广东省汕头市澄海区汕头大学东海岸校区D521

个人简介

郭晓琦博士,汕头大学数学与计算机学院计算机系讲师,分别于2023年12月和2018年6月获得华南理工大学计算机科学与技术专业的工学博士学位和工学学士学位,主要研究方向为计算智能分布式数据驱动优化,研究成果主要发表在IEEE Transaction on Cybernetics和在IEEE Transaction on Evolutionary Computation等国内外权威期刊和会议。曾担任IEEE Transaction on Cybernetics、IEEE Transactions on Neural Networks and Learning Systems、IEEE Transaction on Artificial Intelligence、Complex & Intelligent Systems等著名国际期刊审稿人。

工作与学习经历

2024.5~至今

汕头大学 数学与计算机学院

讲师

2018.09~2023.12

华南理工大学

计算机科学与技术(直博)


2014.09~2018.06

华南理工大学

计算机科学与技术(本科)


学术成果

l Xiao-Qi Guo, Wei-Neng Chen, Feng-Feng Wei, Wen-Tao Mao, Xiao-Min Hu and Jun Zhang, “Edge–Cloud Co-Evolutionary Algorithms for Distributed Data-Driven Optimization Problems”, IEEE Transactions on Cybernetics, vol. 53, no. 10, pp. 6598-6611, Oct. 2023, doi: 10.1109/TCYB.2022.3219452.

¢2022影响因子11.8 ¢自动化控制系统:3/65 ¢JCR分区:Q1

l Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen, “A Classifier Ensemble-based Distributed Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization Problems”, IEEE Transactions on Evolutionary Computation, doi: 10.1109/TEVC.2024.3361000.(已录用)

¢2022影响因子14.3 ¢人工智能:6/145;理论与方法:4/111 ¢JCR分区:Q1

l Xiao-Qi Guo, Wei-Neng Chen, Feng-Feng Wei, et al. “Improving Efficiency of Ant Colony Optimization by Matrix-based Operations” Complex & Intelligent Systems.(一审)

l Xiao-Qi Guo, Ling-Yu Li, Feng-Feng Wei and Wei-Neng Chen, “An Adaptive Cooperative Frequency Strategy in Distributed Cooperative Co-evolution” 2023 13th International Conference on Information Science and Technology (ICIST), Cairo, Egypt, 2023, pp. 616-622, doi: 10.1109/ICIST59754.2023.10367185. (已录用)

l Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jing-Hui Zhong and Xiao-Min Hu, "Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation," IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 9, pp. 9137-9149, Sept. 2023, doi: 10.1109/TITS.2023.3272318.

¢2022年:8.5 ¢ 排名:城市工程:4/139 ¢JCR分区:Q1

l Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, et al. “Matrix-Based Evolutionary Computation”, IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 6, no. 2, pp. 315-328, April 2022.

¢2022年:5.3 ¢ 排名:人工智能:48/145 ¢JCR分区:Q2

l Tai-You Chen, Wei-Neng Chen, Xiao-Qi Guo, Yue-Jiao Gong, Jun Zhang, “A Multi-Agent Co-evolutionary Algorithm with Penalty-Based Objective for Network-Based Distributed Optimization”, IEEE Transactions on Systems, Man and Cybernetics: Systems. (已录用)

¢2022年:8.7 ¢ 排名:自动控制系统:6/65 ¢JCR分区:Q1

l Feng-Feng Wei, Xiao-Qi Guo, Wen-Jin Qiu, Tai-You Chen, Wei-Neng Chen, “A Distributed RBF-Assisted Differential Evolution for Distributed Expensive Constrained Optimization”, Distributed Artificial Intelligence, 2023. (会议最佳论文、EI收录)

l Qing-Ye Zeng, Feng-Feng Wei, Xiao-Qi Guo, Wei-Neng Chen, “ECdo: An Edge Computing Distributed Data-Driven Evolutionary Optimization Platform”, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023).

l Zi-Xing Li, Xiao-Qi Guo, Wei-Neng Chen, and Xiao-Min Hu, “A Distributed Particle Swarm Optimization Algorithm for Distributed Clustering”. Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO '22、EI收录) .

l Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang, “DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning”,IEEE Transactions on Systems, Man and Cybernetics: Systems(已录用)

l Feng-Feng Wei, Wei-Neng Chen, Xiao-Qi Guo, Bowen Zhao, Sang-Woon Jeon, Jun Zhang, “CrowdEC: Crowdsourcing-based Evolutionary Computation for Distributed Optimization” Transactions on Services Computing(已录用).

l 申请发明专利名称:一种无线传感器网络上的分布式聚类方法、装置及介质

¢申请日:2022.12.06 ¢申请号:202211556497.6 ¢发明人:陈伟能;郭晓琦;龚月姣

科研项目经历

l 参与科技创新2030—“新一代人工智能”重大项目,“群智涌现机理与演化计算方法”,项目编号:2018AAA0101300,项目负责人:陈伟能,经费:国拨895万+自筹450万

¢研究数据分布的边云协同分布式群体智能优化算法,相关成果发表于TCYB 2022,成为项目的五个代表成果之一,将传统集中式群体智能优化算法拓展至分布式、异构的边-云分布式计算环境。

l 主持汕头大学科研启动经费项目“代理模型辅助的分布式数据驱动进化算法研究”,经费25万元

上一条:陈奕男 下一条:杜支强

关闭