Qing Qu
Scholar

Qing Qu

Google Scholar ID: JfblW3MAAAAJ
Assistant Professor, Dept. of EECS, University of Michigan
Machine LearningNonconvex OptimizationHigh Dimensional Data AnalysisDeep Learning Theory
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,164
 
H-index
29
 
i10-index
44
 
Publications
20
 
Co-authors
84
list available
Contact
No contact links provided.
Publications
27 items
Subspace Control: Turning Constrained Model Steering into Controllable Spectral Optimization
2026
Cited
0
MCLR: Improving Conditional Modeling in Visual Generative Models via Inter-Class Likelihood-Ratio Maximization and Establishing the Equivalence between Classifier-Free Guidance and Alignment Objectives
2026
Cited
0
Emergent Low-Rank Training Dynamics in MLPs with Smooth Activations
2026
Cited
0
Generalization of Diffusion Models Arises with a Balanced Representation Space
2025
Cited
0
Coarse-to-Fine Hierarchical Alignment for UAV-based Human Detection using Diffusion Models
2025
Cited
0
SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL
2025
Cited
0
AlphaFlow: Understanding and Improving MeanFlow Models
2025
Cited
0
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
2025
Cited
0
Resume (English only)
Co-authors
84 total
Zhihui Zhu
Zhihui Zhu
Assistant Professor, Ohio State University
John Wright
John Wright
Electrical Engineering, Columbia University
PENG WANG
PENG WANG
University of Macau | University of Michigan | CUHK
Xiao Li (李虓)
Xiao Li (李虓)
Ph.D. candidate at University of Michigan
Ju Sun
Ju Sun
McKnight Land-Grant Professor, Computer Sci. & Eng., University of Minnesota at Twin Cities
Can Yaras
Can Yaras
PhD Student, University of Michigan
Chong You
Chong You
Google DeepMind
Laura Balzano
Laura Balzano
University of Michigan, Ann Arbor