Liyuan Xu
Scholar

Liyuan Xu

Google Scholar ID: -DLyhSoAAAAJ
Secondmind
Machine LearningOnline Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
470
 
H-index
11
 
i10-index
13
 
Publications
20
 
Co-authors
3
list available
Contact
Emailliyuan9988@gmail.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
6 items
Estimating Aleatoric Uncertainty in the Causal Treatment Effect
2026
Cited
0
Closed-Form Last Layer Optimization
2025
Cited
0
Density Ratio-Free Doubly Robust Proxy Causal Learning
2025
Cited
0
Density Ratio-based Proxy Causal Learning Without Density Ratios
2025
Cited
0
Kernel Single Proxy Control for Deterministic Confounding
arXiv.org · 2023
Cited
2
Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves
2021
Cited
3
Resume (English only)
Co-authors
3 total
Masashi Sugiyama
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo
Junya Honda
Junya Honda
Kyoto University / RIKEN
Gang Niu
Gang Niu
Senior Research Scientist (tenured), RIKEN Center for Advanced Intelligence Project