BIO

Hi I'm Xuesong Wang. I am a fresh year PhD candidate at School of Computer Science and Engineering, th​e University of New South Wales (UNSW), Australia. I am currently supervised by Dr. Lina Yao and Prof. Boualem Benatallah. My research interests lie in deep learning and anomaly detection on transportation data.

Before I joined UNSW, I received my Master degree from Tongji University in 2019, and my Bachelor degree from Nanjing University of Aeronautics and Astronautics in 2016.

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PUBLICATIONS

  1. X.Wang, Q. Kang, M. Zhou, L. Pan, A. Abusorrah "Multiscale Drift Detection Test for Fast Learning in Non-stationary Environments," in IEEE Transactions on Cybernetics,2020 (SJR Rank Q1, IF: 10.387)

  2. X. Wang, L. Yao, W. Liu,  C. Li, L. Bai, T. Waller, "Mobility Irregularity Detection with Smart Transit Card Data". in the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020 (Core Rank A, CCF-C).

  3. X.Wang, Q. Kang, J. An and M. Zhou, "Drifted Twitter Spam Classification Using Multiscale Detection Test on K-L Divergence," in IEEE Access.2019.(SJR Rank Q1, IF: 4.098)

  4. N.Qian, X.Wang, Z.Zhao, J.Xu, J.Chen, "Predicting heat transfer of oscillating heat pipes for machining processes based on extreme gradient boosting algorithm," in Applied Thermal Engineering.2019.(SJR Rank Q1, IF: 4.026)

  5. Q. Kang, L. Shi, M. Zhou,X.Wang, Q. Wu and Z. Wei, "A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced Classification," in IEEE Transactions on Neural Networks and Learning Systems.2018. (SJR Q1, IF: 11.683)

  6. X.Wang, Q. Kang, M. Zhou and S. Yao, "A Multiscale Concept Drift Detection Method for Learning from Data Streams," 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE)

 
 
  • Tuition Fee Scholarship, University of New South Wales, from 2019 to 2023

  • CSC Scholarship, Chinese Scholarship Council, from 2019 to 2023

  • ​Oustanding Master's Thesis, Tongji University, 2019

  • CSC Scholarship, Chinese Scholarship Council, from 2015.02 to 2015.07

AWARDS

Reviewer, the International Conference on Information Processing in Sensor Networks (IPSN) , 2020

Reviewer. IEEE Access

Reviewer. ACM Transactions on Sensor Networks

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Professional Service

 

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