Yuling Yan
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🏆 Keyword Champion (2)
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
generative model
(3)
convergence theory
(2)
sample complexity
(2)
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)
probabilistic model
(1)
score function
(1)
diffusion model
(1)
mixture model
(1)
convergence rate
(1)
low-dimensional manifold
(1)
linear mdp
(1)
reward-free exploration
(1)
score-based model
(1)
diffusion probabilistic model
(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
NeurIPS 2024
Minimax-optimal reward-agnostic exploration in reinforcement learning
COLT 2024
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model
NeurIPS 2021
Efficient Clustering for Stretched Mixtures: Landscape and Optimality
NeurIPS 2020