Yujia Zheng
Scholar

Yujia Zheng

Google Scholar ID: ioiW248AAAAJ
Carnegie Mellon University
Machine LearningCausal Discovery and InferenceLatent Variable ModelsGenerative Models
Citations & Impact
All-time
Citations
1,007
 
H-index
16
 
i10-index
17
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • Published multiple papers at top conferences such as NeurIPS 2025, ICML 2025, AISTATS 2025, covering topics from thought communication to nonparametric factor analysis.
Research Experience
  • Lead coordinator for Causal-learn, an open-source Python package for causal discovery, offering implementations of up-to-date causal discovery methods and simple, intuitive APIs.
Education
  • PhD student at Carnegie Mellon University (CMU), advised by Prof. Kun Zhang; Bachelor's degree from UESTC in 2021, with time spent at UC Berkeley and Taiwan Tech.
Background
  • Research interests include causal representation learning, trustworthy machine learning, and foundation models. Part of the CMU-CLeaR group.