Yuling Yan
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
Conferences
NIPS (3)
COLT (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
generative model
(3)
sample complexity
(2)
offline reinforcement learning
(1)
non-convex optimization
(1)
model-based learning
(1)
minimax optimality
(1)
theoretical analysis
(1)
markov decision process
(1)
model-based reinforcement learning
(1)
score matching
(1)
score function
(1)
mixture model
(1)
convergence rate
(1)
low-dimensional manifold
(1)
linear mdp
(1)
reward-free exploration
(1)
diffusion probabilistic model
(1)
score-based diffusion
(1)
linear markov decision process
(1)
total variation distance
(1)
Papers
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions
ICLR 2025
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions
JMLR 2025
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
NIPS 2024
Minimax-optimal reward-agnostic exploration in reinforcement learning
COLT 2024
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model
NIPS 2021
Efficient Clustering for Stretched Mixtures: Landscape and Optimality
NIPS 2020