Scholar
Jingyi Cui
Google Scholar ID: N-rN5JAAAAAJ
Peking University
self-supervised learning
weakly supervised learning
statistical machine learning
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Citations & Impact
All-time
Citations
185
H-index
4
i10-index
3
Publications
9
Co-authors
0
Publications
7 items
A Generalization Theory for JEPA-Based World Models
2026
Cited
0
Constrained Diffusion for Accelerated Structure Relaxation of Inorganic Solids with Point Defects
2026
Cited
0
Signaling in the Age of AI: Evidence from Cover Letters
2025
Cited
0
On the Theoretical Understanding of Identifiable Sparse Autoencoders and Beyond
2025
Cited
0
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning
2025
Cited
0
An Inclusive Theoretical Framework of Robust Supervised Contrastive Loss against Label Noise
2025
Cited
0
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning
2025
Cited
0
