Zhizhou Sha
6 papers · 2024–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Prolific Year · Productive
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
differential privacy
(1)
generative modeling
(1)
neural tangent kernel
(1)
image segmentation
(1)
fairness
(1)
universal approximation
(1)
privacy preservation
(1)
text-to-image generation
(1)
flow matching
(1)
theoretical analysis
(1)
privacy-preserving learning
(1)
optimization
(1)
kernel regression
(1)
lipschitz continuity
(1)
expressive power
(1)
noise robustness
(1)
diffusion model
(1)
latent diffusion
(1)
stable diffusion
(1)
latent diffusion model
(1)
Papers
Differential Privacy Mechanisms in Neural Tangent Kernel Regression
WACV 2025
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies
ICML 2025
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers
AISTATS 2025
NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism
UAI 2025
Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective
ICCV 2025
TokenCompose: Text-to-Image Diffusion with Token-level Supervision
CVPR 2024