Scholar
Jiping Li
Google Scholar ID: ZuQtBBcAAAAJ
University of California, Los Angeles
Machine Learning
Statistical Learning Theory
Optimization
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Citations & Impact
All-time
Citations
6
H-index
1
i10-index
0
Publications
4
Co-authors
0
Publications
5 items
Data Distribution as a Lever for Guiding Optimizers Toward Superior Generalization in LLMs
2026
Cited
0
Optimal Watermark Generation under Type I and Type II Errors
2025
Cited
0
Risk Phase Transitions in Spiked Regression: Alignment Driven Benign and Catastrophic Overfitting
2025
Cited
0
Do We Need All the Synthetic Data? Towards Targeted Synthetic Image Augmentation via Diffusion Models
2025
Cited
0
Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions
2025
Cited
0
