Chenyu Zheng
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
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)
stability analysis
(1)
gradient descent
(1)
bilevel optimization
(1)
gaussian mixture model
(1)
lower bound
(1)
generative adversarial network
(1)
gradient-based algorithm
(1)
autoregressive training
(1)
self-attention model
(1)
least square
(1)
generative data augmentation
(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
NIPS 2024
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
NIPS 2024
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
ICLR 2024
Toward Understanding Generative Data Augmentation
NIPS 2023
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications
ICML 2023