Jiaye Teng
11 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14)
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(11)
β
The Questioner
Conferences
ICLR (4)
ICML (4)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
learning theory
(1)
shortcut learning
(1)
stochastic gradient descent
(1)
domain generalization
(1)
transfer learning
(1)
feature selection
(1)
self-supervised learning
(1)
data augmentation
(1)
sample complexity
(1)
autonomous driving
(1)
multi-modal learning
(1)
gradient descent
(1)
signal-to-noise ratio
(1)
survival analysis
(1)
trajectory analysis
(1)
conditional independence
(1)
generalization bound
(1)
deep neural network
(1)
downstream task
(1)
Papers
Generalization Lower Bounds for GD and SGD in Smooth Stochastic Convex Optimization
AISTATS 2025
Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift
ICLR 2025
Finding Generalization Measures by Contrasting Signal and Noise
ICML 2023
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
ICLR 2023
Predictive Inference with Feature Conformal Prediction
ICLR 2023
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
ICML 2023
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
NIPS 2023
Towards Understanding Generalization via Decomposing Excess Risk Dynamics
ICLR 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
ICML 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis
AISTATS 2022
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP
ICML 2021