Zhe Liu @ UNSW

Image Chinese name
Zhe Liu
PhD candidate @ Data Dynamics
School of Computer Science and Engineering
University of New South Wales, Australia

Email: zhe.liu1@unsw.edu.au
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Site Directory: [Biography] [Research Interest] [Publications] [Academia Services] [Awards & Honors]


Biography

I am a PhD candidate at School of Computer Science and Engineering, the University of New South Wales, supervised by Dr. Lina Yao and Prof. Salil Kanhere. Before that, I received B.S. degree from the Department of Computer Science and Engineering, Jilin University, in 2018.
You may see my latest CV here (2020-08 edition).
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Research Interest

My research interests mainly focus on machine learning and data mining, especially on the application of generative networks in different real world scenarios. My current topics are summarized as follows:

  • Consumer Behavior Analysis
  • Human Activity Recognition
  • Zero-shot Learning

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Publications

  • Yun Li, Zhe Liu, Lina Yao and Zihuai He. " "Non-local Self-attentive Autoencoder for Genetic Functionality Prediction. "[C], CIKM, 2020.
  • Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang and Can Wang. " "Spectrum-Guided Adversarial Disparity Learning "[C], KDD, 2020.
  • Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai and Jake An. " Are You a Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction. "[C], IJCNN, 2020.
  • Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang and Yong Liu. " "Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection "[J], JBHI, 2020.
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Academia Services

  • Reviewer, ACM Transactions on Sensor Networks (TOSM), 2020
  • Reviewer, ACM International Conference on Information and Knowledge Management (CIKM), 2020
  • Reviewer, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020
  • Reviewer, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019
  • Reviewer, ACM Transactions on Information Systems (TOIS), 2019
  • Reviewer, IEEE International Conference on Data Mining (ICDM), 2019
  • Reviewer, ACM International Conference on Web Search and Data Mining (WSDM), 2019
  • Reviewer, ACM MULTIMEDIA (MM), 2019
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Awards & Honors

  • Top-ups Scholarship. 2020
  • KDD Travel Grant. 2020
  • IJCNN Travel Grant 2020
  • Top-ups Scholarship 2020
  • China Scholarship Council (CSC) Scholarship 2018
  • Tuition Fee Scholarship 2018
  • ... ...
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Last modified: 2020-08-25