Chenyu Zheng
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
learning theory
(1)
semi-supervised learning
(1)
few-shot learning
(1)
autoregressive transformer
(1)
transfer learning
(1)
logistic regression
(1)
hyperparameter optimization
(1)
in-context learning
(1)
sample complexity
(1)
image editing
(1)
image-to-image translation
(1)
stability analysis
(1)
gradient descent
(1)
image inpainting
(1)
bilevel optimization
(1)
gaussian mixture model
(1)
diffusion model
(1)
lower bound
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
Papers
A Theory for Conditional Generative Modeling on Multiple Data Sources
ICML 2025
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
NeurIPS 2024
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
NeurIPS 2024
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
ICLR 2024
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications
ICML 2023
Toward Understanding Generative Data Augmentation
NeurIPS 2023