Depeng Xu
Scholar

Depeng Xu

Google Scholar ID: GIVbIEgAAAAJ
University of North Carolina at Charlotte
Machine LearningData PrivacyFairness
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Citations & Impact
All-time
Citations
1,642
 
H-index
14
 
i10-index
15
 
Publications
20
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
10 items
Efficient Fairness Auditing Across Guidance Scales in Text-to-Image Diffusion Models via Causal Abstraction
2026
Cited
0
Privacy Amplification Without Independence: How Far Negative Dependence Carries the Guarantees of Poisson Subsampling
2026
Cited
0
Memorization Is Not Extraction: Tight Differential-Privacy Bounds and Audit Blind Spots
2026
Cited
0
MAVISEG: Manifold Propagation and Visual Prototypes for Zero-Shot Open-Vocabulary Segmentation in Diffusion Transformers
2026
Cited
0
StraightDP: Geometry-Aware Differential Privacy for Rectified-Flow Transformers
2026
Cited
0
MARLIN: De Novo Molecular Structure Elucidation from Tandem Mass Spectra without a Ground-Truth Formula
2026
Cited
0
Unlocking High-Fidelity Molecular Generation from Mass Spectra via Dual-Stream Line Graph Diffusion
2026
Cited
0
Comparative Analysis of Formula and Structure Prediction from Tandem Mass Spectra
2026
Cited
0
Resume (English only)
Co-authors
4 total
Shuhan Yuan
Shuhan Yuan
Utah State University
Xintao Wu
Xintao Wu
University of Arkansas
Lu Zhang
Lu Zhang
University of Arkansas
Yongkai Wu
Yongkai Wu
Clemson University