Ruofeng Yang
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (14)
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Taxonomy Completionist
(16)
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Grand Slam
Conferences
NIPS (3)
AAAI (1)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(2)
diffusion model
(2)
feature learning
(1)
few-shot learning
(1)
image generation
(1)
high-dimensional modeling
(1)
policy optimization
(1)
self-supervised learning
(1)
sample complexity
(1)
theoretical analysis
(1)
gradient descent
(1)
generative model
(1)
regret bound
(1)
score function
(1)
forward convergence
(1)
stochastic differential equation
(1)
low-rank mdp
(1)
latent dimension
(1)
local minimum
(1)
probability flow ode
(1)
Papers
The Polynomial Iteration Complexity for Variance Exploding Diffusion Models: Elucidating SDE and ODE Samplers
AISTATS 2025
Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme
ICML 2025
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
NIPS 2024
Few-Shot Diffusion Models Escape the Curse of Dimensionality
NIPS 2024
Understanding Representation Learnability of Nonlinear Self-Supervised Learning
AAAI 2023
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
NIPS 2023
Learning Adversarial Linear Mixture Markov Decision Processes with Bandit Feedback and Unknown Transition
ICLR 2023