Yingzhen Yang
Scholar

Yingzhen Yang

Google Scholar ID: 36vh2hgAAAAJ
Arizona State University
Statistical Machine Learning and Deep Learning
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Citations & Impact
All-time
Citations
862
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
14 items
Gradient Descent with Projection Finds Over-Parameterized Neural Networks for Learning Low-Degree Polynomials with Nearly Minimax Optimal Rate
2026
Cited
0
VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
2026
Cited
0
Shallow Neural Networks Learn Low-Degree Spherical Polynomials with Learnable Channel Attention
2025
Cited
0
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
2025
Cited
0
Compact Vision Transformer by Reduction of Kernel Complexity
2025
Cited
0
Differentiable Channel Selection in Self-Attention For Person Re-Identification
2025
Cited
0
Diffusion on Graph: Augmentation of Graph Structure for Node Classification
2025
Cited
0
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression: A Distribution-Free Analysis
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
  • 2016 ECCV Best Paper Finalist (11 out of all submissions)
  • 2010 Carnegie Institute of Technology Dean's Tuition Fellowship
  • Before 2005: Bronze medal in National Senior High School Mathematics Competition; First Prize in National Junior High School Mathematics Competition
  • Senior Program Committee Member for AAAI 2021–2022; Program Committee Member for ICML, NeurIPS, CVPR, IJCAI, etc.
  • Reviewer for journals including JMLR, IEEE TIP, Pattern Recognition, etc.
  • Multiple preprints on arXiv (2023–2024) on topics such as generalization of over-parameterized neural networks and transductive learning
  • Paper accepted at ICML 2025 as a spotlight presentation (top 2.6%)
Co-authors
0 total
Co-authors: 0 (list not available)