
Ziqi Xu
Postdoctoral student @ University of South Australia
ml: causal learning
ml: deep generative models & autoencoders
ru: causality
ml: representation learning
ml: time-series/data streams
3
presentations
SHORT BIO
Ziqi Xu received his MS degree in Computer Science in 2020 from the University of Adelaide. He is currently pursuing his PhD at the University of South Australia (UniSA). In addition, he also works as a full-time researcher at the Commonwealth Scientific and Industrial Research Organization (CSIRO) in Australia. His research interests include data mining, causal inference, generative models, and fairness.
Presentations

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
Debo Cheng and 6 other authors

Causal Inference with Conditional Instruments using Deep Generative Models
Debo Cheng and 5 other authors

Disentangled Representation for Causal Mediation Analysis
Ziqi Xu and 5 other authors