Photo of Junjie Liang


Informatics Ph.D. Student
Graduate Adviser
Vasant Honavar
Graduate Cohort
Research Interests

My research interest lies in different fields in Machine Learning

  • Longitudinal Data Analysis. Predictive modeling and variable selection on data with complex correlation structure (non-i.i.d. data).
  • Deep Probabilistic Models. Deep generative models, variational inference.
  • Weakly Supervised Learning. Robust semi-supervised, unsupervised learning in data with weak supervision.
  • Causal Inference. Disentangled learning, Counterfactual analysis.