Scholar
Song Liu
Google Scholar ID: RPungosAAAAJ
Associate Professor, University of Bristol, UK
Statistical Machine Learning
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Citations & Impact
All-time
Citations
909
H-index
16
i10-index
21
Publications
20
Co-authors
0
Contact
CV
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GitHub
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Publications
5 items
Learning Generation Orders for Masked Discrete Diffusion Models via Variational Inference
2026
Cited
0
Minimum Distance Summaries for Robust Neural Posterior Estimation
2026
Cited
0
Missing At Random as Covariate Shift: Correcting Bias in Iterative Imputation
2026
Cited
0
Zero-Flow Encoders
2026
Cited
0
Direct Doubly Robust Estimation of Conditional Quantile Contrasts
2026
Cited
0
Resume (English only)
Academic Achievements
Published multiple papers in top conferences and journals such as NeurIPS2025, UAI2025, ICML2025, AISTATS2025, including outstanding paper awards.
Research Experience
Assoc. Professor at the School of Mathematics, University of Bristol.
Background
Assoc. Professor in Data Science and AI, with research interests in statistical machine learning, density ratio estimation, etc.
Miscellany
Hobby Project: Juzhen, a C++ library for fast numerical computation and neural net applications.
Co-authors
0 total
Co-authors: 0 (list not available)
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