Di Yao(姚迪)
Assistant Professor @ ICT, CAS
Background
About
About
I am currently an assistant professor in Institute of Computing Technology, Chinese Academy of Sciences(ICT, CAS). Before joining ICT, I obtained my Ph.D. degree in University of Chinese Academy of Sciences supervised by Prof. Jingping Bi. The thesis is avaliable HERE. Previously I conducted one year visiting at DMAL, Nanyang Technological University under the supervision of Prof. Gao Cong. My research interest lies in time series analysis, spatio-temporal data mining, graph mining and deep learning. The research projects that I have conducted span across the areas of natural language processing, trajectory analysis and anomaly detection.
News
News
- [2019. 03] I will attend ICDE 2019 and present our recent work about accelariting trajectory similarity computation. See you in Macao.
Publications
Publications
- 2019
- Di Yao, Gao Cong, Chao Zhang, Jingping Bi.
35th IEEE International Conference on Data Engineering (ICDE) 2019 - Xiaokai Chu, Xinxin Fan, Di Yao, Zhihua Zhu. Jianhui Huang and Jingping Bi
The Web Conference (WWW) 2019 Noise-Aware Network Embedding for Multiplex Network
Xiaokai Chu, Xinxin Fan, Di Yao, Chenlin Zhang, Jianhui Huang and Jingping Bi
International Joint Conference on Neural Networks(IJCNN) 2019 2018 - Di Yao, Chao Zhang, Jingping Bi Journal of Software 2018
Sub-trajectory- and Trajectory-Neighbor-based Outlier Detection over Trajectory Streams
Zhihua Zhu, Di Yao, Jianhui Huang, Hanqiang Li, Jingping Bi
The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD) 2018 2017 - Di Yao, Chao Zhang, Jianhui Huang and Jingping Bi
ACM on Conference on Information and Knowledge Management(CIKM) 2017 Short Paper - Di Yao, Chao Zhang, Zhihua Zhu, Jianhui Huang, Jingping Bi
Expert Systems 2017 - Di Yao, Chao Zhang, Jianhui Huang, Jingping Bi
International Joint Conference on Neural Networks (IJCNN) 2017 2015 A Word Distributed Representation based Framework for Large-scale Short Text Classification
Di Yao, Jingping Bi, Jianhui Huang, et al
International Joint Conference on Neural Networks (IJCNN) 2015
Services
Services
- ReviewerIEEE Transactions on Knowledge and Data Engineering (TKDE)IEEE Transactions on Mobile Computing (TMC)IEEE Transactions on Big Data (TBD)ACM Transactions on Knowledge Discovery from Data (TKDD)International Journal of Geographical Information Science (IJGIS)
- PC MemberWISE 2018ECML-PKDD 2020
- External Reviewer2018: AAAI, IJCAI2019: AAAI, IJCAI, SDM, WWW2020: IJCAI, WWW, ICML
Education
Education
Ph.D. Student, Institute of Computing Technology, Chinese Academy of Sciences
Sep, 2013 - Jul, 2019
Vistiing Ph.D. Student, Nanyang Technological University
Oct, 2017 - Oct, 2018
Undergraduate Student , Northeastern University
Sep, 2009 - Jul, 2013
Awards
Awards
President's Scholarship at Chinese Academy of Sciences, 2019
ICDE Student Travel Grant, 2019
National Scholarship for Ph.D. Student (15/389), 2018
ZiQiang International Vistiing Scholarship (2/389), 2017, sponsored by Lenovo
Merit Student in University of Chinese Academy of Sciences, 2014 and 2015
Meritorious Winner of Mathematical Contest in Modeling, 2012