个人简介:
康怡琳,女,海归博士/博士后,博士毕业于新加坡南洋理工大学计算机科学与工程学院,师从学院院长Miao Chun-Yan教授(IEEE Fellow)及科研副院长Tan Ah-Hwee教授(终身教授)。本科与硕士毕业于华中科技大学。主要研究方向包括人工智能、信息检索、数据挖掘(文本挖掘/社会分析与挖掘)、自然语言处理等。硕士就读期间曾在Intel中国实习,博士就读期间先后在Intellisys, C²I及世界级研发中心The Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly从事科学研究工作。现为中国人工智能学会教育工作委员会委员,中国计算机学会会员/IEEE学会会员,湖北省侨联青委会委员。作为骨干成员参与新加坡国家重点研究基金项目2 项。目前已发表国际高水平学术会议及期刊论文20余篇(包含CCF A类会议)。担任IEEE/WIC/ACM International Conference on Web Intelligent and Intelligent Agent Technology 2015组委会委员,长期担任IJCAI、AAAI等国际顶级学术会议程序委员会委员(PC),常年担任IEEE Trans. On Neural Network and Learning Systems(CCF A类期刊)等重要学术期刊审稿人。
主要荣誉:
部分论文成果:
[1] Zijing Wan, Yilin Kang, Renwei Ou, Song Xue, Dongwei Xu, Xiaobing Luo, “Multi-step time series forecasting on the temperature of lithium-ion batteries”, Journal of Energy Storage, Volume 64, 1 August 2023 (SCI 2区)
[2] 杨纪星, 杨波, 朱剑林,康怡琳,“面向金融领域的因果事理图谱构建方法研究与实现”,中文信息学报, 2023 (中国中文信息学会旗舰刊物)
[3] Yilin Kang,Renwei Ou,Yi Zhang,Hongling Li,Shasha Tian, “PG-CODE: Latent Dirichlet Allocation Embedded Policy Knowledge Graph for Government Department Coordination”, Tsinghua Science and Technology, 2022 (SCI 2区)
[4] Yilin Kang,Renwei Ou, “Multi-Entity Government Policy Networks: Modelling and Characteristic Mining”, IEEE International Conference on Metaverse, 2022
[5] Dejun Wang, Hebin Hu, Yilin Kang, Yi Zhang, Zhida Guo and Tenglong Yu, “Policy2Graph: A Structure-aware Perspective on Constructing Policy Knowledge Graph for Smart Governance”, IEEE International Conference on Metaverse , 2022