Weiqing Wang

Weiqing Wang

Lecturer in Faculty of Information Technology (FIT)

Monash University

Biography

Dr. Weiqing Wang is a lecturer at Monash University, and affiliated with Department of Data Science and AI. She is a teaching and research academic in the Faculty of IT, Monash University. She is also the director of Master of Data Science program. Before joining Monash, she worked as an ARC post-doctoral research fellow in Data and Knowledge Engineering Group, the University of Queensland where she also obtained her PhD degree (Her PhD thesis won 2017 Dean’s Award for Outstanding Higher Degree by Research Theses from the University of Queensland). She obtained her Bachelor degree and Master degree from Nanjing University. Her current research interests include recommender system, network/graph analysis, entity modelling, spatio-temporal data mining and analysis, relational machine learning and deep learning.

Accepting PhD candidates: project page

Interests

  • Relational machine learning and deep learning
  • Network/graph analysis
  • Recommender system
  • Time series data analysis
  • Entity modelling

Education

  • PhD in Computer Science, 2017

    The University of Queensland

  • Master in Computer Science,, 2013

    Nanjing University

  • Bachelor in Software Engineering, 2010

    Nanjing University

Experience

 
 
 
 
 

Lecturer

Monash University

Jul 2018 – Present Melbourne, Australia
 
 
 
 
 

Post-doctoral Research Fellow

The University of Queensland

Jul 2017 – Jun 2018 Brisbane, Australia

Projects

Knowledge Graph for Water Sensitive Urban Development

Effective Patient Modelling to Predict Readmissions

see news

Reasoning under Uncertainty with Natural Language

DTA: Dynamic Tolling Algorithm

Recent Publications

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Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling

Robust Attribute and Structure Preserving Graph Embedding

Social Boosted Recommendation with Folded Bipartite Network Embedding

A Spatio-temporal Recommender System for On-demand Cinemas

Online User Representation Learning Across Heterogeneous Social Networks

Contact

  • Teresa.Wang at monash.edu
  • Wellington Road, Melbourne, VIC 3800
  • Enter Building 1 and take the stairs to Office 200 on Floor 2