Bingbin Liu
Scholar

Bingbin Liu

Google Scholar ID: 2ud06rQAAAAJ
Postdoc research fellow at Simons Institute; PhD from Carnegie Mellon University
Machine Learning
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Citations & Impact
All-time
Citations
1,441
 
H-index
13
 
i10-index
14
 
Publications
19
 
Co-authors
21
list available
Contact
No contact links provided.
Publications
5 items
When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
2026
Cited
0
Less Data, Faster Training: repeating smaller datasets speeds up learning via sampling biases
2026
Cited
0
The two clocks and the innovation window: When and how generative models learn rules
2026
Cited
0
In Good GRACEs: Principled Teacher Selection for Knowledge Distillation
2025
Cited
0
Adam or Gauss-Newton? A Comparative Study In Terms of Basis Alignment and SGD Noise
2025
Cited
0
Resume (English only)
Co-authors
21 total
Li Fei-Fei
Li Fei-Fei
Professor of Computer Science, Stanford University
Juan Carlos Niebles
Juan Carlos Niebles
Research Director (Salesforce) & Adjunct Professor (Stanford University)
Andrej Risteski
Andrej Risteski
Carnegie Mellon University
De-An Huang
De-An Huang
Stanford University
Pradeep Ravikumar
Pradeep Ravikumar
Professor, School of Computer Science, Carnegie Mellon University
Serena Yeung-Levy
Serena Yeung-Levy
Stanford University
Co-author 7
Co-author 7
Ehsan Adeli
Ehsan Adeli
Stanford University