Ziqing Xu
Scholar

Ziqing Xu

Google Scholar ID: hcKJ0BIAAAAJ
University of Pennsylvania
Deep learning theoryOptimizationTheory of machine learning
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Citations & Impact
All-time
Citations
71
 
H-index
2
 
i10-index
2
 
Publications
4
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
4 items
Convergence Rates for Gradient Descent on the Edge of Stability in Overparametrised Least Squares
2025
Cited
0
DeformTune: A Deformable XAI Music Prototype for Non-Musicians
2025
Cited
0
A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models
2025
Cited
0
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization
2025
Cited
0
Resume (English only)
Co-authors
8 total
Zhengyu Chen
Zhengyu Chen
Meituan
Donglin Wang
Donglin Wang
Westlake University
Enrique Mallada
Enrique Mallada
Associate Professor, Johns Hopkins University
Hancheng Min
Hancheng Min
Shanghai Jiao Tong University
Rene Vidal
Rene Vidal
Rachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE
Salma Tarmoun
Salma Tarmoun
PhD student, University of Pennsylvania
Lachlan MacDonald
Lachlan MacDonald
Postdoctoral Fellow, University of Pennsylvania
Jinqi Luo
Jinqi Luo
University of Pennsylvania