Lei BAI

412-16, CSE, UNSW, Barker ST, Kensington, NSW, 2052· lei.bai@student.unsw.edu.au

Lei BAI is a second year PhD candidate at School of Computer Science and Engineering, the University of New South Wales, Australia. He is currently supervised by Dr Lina Yao and Prof. Salil Kanhere. Lei’s research interests lay in Deep Learning and Spatial-temporal Data Mining with focusing applications on Smart Cities, Human Pattern Recognition (e.g. EEG, Activity) and IoT Analytics.

Before joining UNSW, Lei received both his Master Degree (June 2017) and Bachelor Degree (July 2014) from Xidian University (China), supervised by Prof. Qingqi Pei.


Publications

1. L. Bai, L. Yao, S.S. Kanhere, X. Wang, M. Sheng. “STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting”, The 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019. (Accepted, CORE Rank A*);

2. L. Bai, L. Yao, S.S. Kanhere, Z. Yang, J. Chu & X. Wang. “Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks”, The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019. (Accepted, CORE Rank A);

3. L. Bai, L. Yao, S.S. Kanhere, “AI Creates Better City Life: Human Mobility Prediction for Smart Transportation System”, UNSW Engineering Postgraduate Research Symposium, 2018, ISBN: 978-0-9953910-2-4.

4. L. Bai, L. Yao, S.S. Kanhere, X. Wang & Z. Yang “Automatic Device Classification from Network Traffic Streams of Internet of Things”, in Proceedings of 43nd IEEE conference on Local Networks (LCN), 2018. (Accepted, CORE Rank A);

5. Z. Li, Q. Pei, Y. Liu, L. Bai, “Spoofing Attacks against FM Indoor Localization”, in 2016 International Conference on Networking and Network Applications (NaNA). IEEE. (Accepted).


Services

  • Reviewer, ACM MULTIMEDIA (MM), 2019
  • Reviewer, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019
  • Reviewer, the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019
  • Reviewer, Knowledge and Information Systems (KAIS), 2019
  • Reviewer, the 20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2019
  • Reviewer, the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018
  • Reviewer, the 24th International Conference on Database Systems for Advanced Applications (DASFAA), 2018
  • Reviewer, ACM/IEEE Conference on Internet of Things Design and Implementation, 2018
  • Reviewer, Computer & Security, 2018
  • Reviewer, IEEE Transactions on Services Computing (TSC), 2017

Awards

  • ICL-TUM Global Fellows Programme, 2019
  • UNSW Postgraduate Research Student Support (PRSS) Scholarship, 2019
  • PAKDD/MCEA Travel Grant, 2019
  • Tuition Fee Scholarship, University of New South Wales, from 2017 to 2021
  • CSC Scholarship, Chinese Scholarship Council, from 2017 to 2021
  • Excellent Postgraduate Student, Xidian University, 2017
  • The Second-Class University Scholarship, Xidian University, 2016
  • The First Award, China Information Security Technology Innovation and Entrepreneurship Competition, 2015
  • The First-Class University Scholarship, Xidian University, 2014