Scholar
Johnny Xi
Google Scholar ID: TpWt4EwAAAAJ
Graduate Student, University of British Columbia
Citations & Impact
Citations
70
H-index
4
i10-index
1
Publications
10
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- 1. Two papers accepted to ICML 2025: 'Causal Velocity Models' and 'Identifying metric structures in LVMs'.
- 2. Internship project on matching data from unpaired modalities using propensity scores will appear at NeurIPS 2024.
- 3. Published a paper 'Indeterminacy in Generative Models: Characterization and Strong Identifiability' at AISTATS 2023.
Research Experience
- Interned at Valence Labs with Jason Hartford, working on causal representation learning from multiple modalities.
Education
- Ph.D. Student in the Department of Statistics at the University of British Columbia, supervised by Ben Bloem-Reddy.
Background
- Broadly interested in causal machine learning and with generative models. Recently, has been interested in the interplay of dynamical systems, causality, and semi-parametric inference.
