姜洁

姜洁，博士，副研究员

办公地址：主楼B1512

电子邮件：jiangjie@cup.edu.cn

教育背景：

2010.9-2015.2，荷兰代尔夫特理工大学，博士

2007.9-2010.7，西安交通大学，硕士

2003.9-2007.7，长安大学，本科

工作经历：

2022.7至今，中国石油大学（北京）人工智能学院，副研究员；

2019.9-2022.6，南方科技大学计算机科学与工程系，研究助理教授；

2016.2-2019.8，英国萨里大学社会仿真研究中心，博士后研究员；

2015.7-2016.1， 英国帝国理工学院智能系统和网络，访问研究员；

研究领域：

[1] 物联网数据挖掘；[2] 智慧城市；[3] 非侵入式电力负荷监测；[4] 机器学习

代表性论文:

[1] Yujue Zhou, Jie Jiang*, Yulong Ding, Shuang-Hua Yang, Ligang He. Graph Convolutional Networks Based Contamination Source Identification Across Water Distribution Networks. Process Safety and Environmental Protection, 155, 317-324, 2021 (*Corresponding author).

[2] Yujue Zhou, Jie Jiang*, Shuang-Hua Yang, Ligang He, Yulong Ding. MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series. IEEE Sensors Journal, 21(20), 23213-23223, 2021 (*Corresponding author).

[3] Jie Jiang, Qiuqiang Kong, Mark Plumbley, Nigel Gilbert, Mark Hoogendoorn, Diederik Roijers. Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances, ACM Transactions on Knowledge Discovery from Data, 15(3), 50:1-21, 2021.

[4] Kai Qian, Jie Jiang*, Yulong Ding, Shuang-Hua Yang. DLGEA: a deep learning guided evolutionary algorithm for water contamination source identification. Neural Computing and Applications, 33, 11889–11903, 2021 (*Corresponding author).

[5] Jie Jiang, Riccardo Pozza, Nigel Gilbert, Klaus Moessner. MakeSense: An IoT Testbed for Social Research of Indoor Activities, ACM Transactions on Internet of Things, 1(3), 17:1-25, 2020.