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胡艳梅简介


胡艳梅,女,电子科大工学博士,副教授,硕士生导师,计算机科学与技术专业教师,主要从事复杂网络分析和数据挖掘相关教学和研究。校中青年骨干教师,CCF高级会员,多个SCI期刊和国际会议审稿人,曾多次担任国际会议分会场主席。教授《数据结构》、《复杂网络与数据分析》等课程,指导学生获多项国家级竞赛奖,主持和参与多项国家级、省级科研项目,主导发表30余篇SCI论文,申请和授权10余项发明专利。

研究生招生专业:计算机科学与技术、计算机技术、人工智能、软件工程。

招生意向:上进、踏实、静心、诚实

毕业生去向:事业单位(如三本院校任教,地质研究院任职)或继续深造(如复旦大学攻读博士学位)。

部分发表论文列表:

1) Xinming Zhang, Zhuohan Yu, Gaoyang Hao, Qi Yao, Yanmei Hu, Fuzhou Wang, Xingjian Chen, Linjing Liu, Ka-Chun Wong , Xiangtao Li; Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN, Nature Communications (2026) 17:1792.(Nature子刊)

2) Yujian Huang, Min Lu, Yanmei Hu*, Quan Wen, Biao Cai, Xiangtao Li, Enhanced particle swarm optimization based on network structure for feature selection, Complex & Intelligent Systems, 2025, 11(473).(中科院3区,CCF C类)

3) Yanmei Hu*, Yihang Wu, Biao Cai, A two-stage model leveraging friendship network for community evolution prediction in interactive networks[J]. arXiv preprint arXiv:2503.15788, 2025.

4) Tianyu Yang, Yanmei Hu*, Yihang Wu, Yingxi Zhang, Bin Duo, Xiaochuan Tang, Xiangtao Li, An adaptive network construction for single-cell clustering[J]. The Journal of Supercomputing, 2025, 81(6): 796.(中科院3区,CCF C类)

5) Yihang Wu, Yanmei Hu*, Siyuan Yin, Biao Cai, Xiaochuan Tang, Xiangtao Li, A graph convolutional network model based on regular equivalence for identifying influential nodes in complex networks, Knowledge-Based Systems, 2024, 301:112235. (中科院1区top,CCF C类)

6) Yanmei Hu*, Min Lu, Xiangtao Li, Biao Cai. Differential evolution based on network structure for feature selection. Information Sciences, 2023, 635: 279-297. (中科院1区top,CCF B类)

7) Yanmei Hu*, Bo Yang, Bin Duo, Xing Zhu, Exhaustive Exploitation of Local Seeding Algorithms for Community Detection in a Unified Manner, Mathematics, 2022, 10(15), 2807. (中科院3区)

8) 胡艳梅*,杨波,多滨,基于网络结构的正则化逻辑回归,计算机科学,2021,48(7): 281-291. (中文期刊T1)

9) Yanmei Hu, Bo Yang. Characterizing the structure of large real networks to improve community detection, Neural Computing and Applications, 2017, 28: 2321-2333. (中科院3区)

10Yanmei Hu, Bo Yang, Hau-San Wong. A weighted local view method based on observation over ground truth for community detection, Information Sciences, 2016, 355-356: 37-57. (中科院1区top,CCF B类)

11Yanmei Hu, Bo Yang, Chenyang Lv. A local dynamic method for tracking communities and their evolution in dynamic networks, Knowledge-based Systems, 2016, 110: 176-190. (中科院1区top,CCF C类)

12Yanmei Hu, Bo Yang. Enhanced link clustering with observations on ground truth to discover social circles, Knowledge-based systems, 73: 227-235, 2015.(中科院1区,CCF C类)

13Yanmei Hu*, Yingxi Zhang, Xiabing Wang, Jing Wu, Bin Duo, A local seeding algorithm for community detection in dynamic networks, in International Conference on Advanced Data Mining and Applications (ADMA), 2021.(CCF C类会议)

主要科研项目:

1基于局部视图的动态社区演变追踪研究,国家自然科学青年基金,结题,主持

2基于社区演变预测的公共事件预警研究,四川省重点研发项目,结题,主持

3基于时间序列基座模型与北斗位移监测的滑坡预警研究,四川省自然科学基金,在研,参与

4基于全向智能超表面的无人机航迹规划与通信资源控制技术研究,四川省国际科技创新/港澳台科技创新合作项目,结题,参与

5网状结构多价值链数字生态理论研究, 国家重点研发计划项目课题,结题,参与

65G+智慧无人机航迹动态规划与智能控制设备研发,四川省区域创新合作项目,结题,参与

邮箱:huyanmei@cdut.edu.cn