Rui Yuan
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Cross-Pollinator (7)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
AISTATS (2)
AAAI (1)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
policy gradient
(2)
temporal action localization
(2)
weakly supervised learning
(2)
reinforcement learning
(2)
policy optimization
(1)
sample complexity
(1)
video understanding
(1)
semantic matching
(1)
variance reduction
(1)
mirror descent
(1)
linear convergence
(1)
convergence guarantee
(1)
generalized linear model
(1)
multimodal large language model
(1)
noise correction
(1)
stochastic newton method
(1)
finite sum optimization
(1)
subsampled newton-raphson
(1)
teacher-student learning
(1)
action detection
(1)
Papers
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction
AAAI 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models
CVPR 2025
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence
NIPS 2023
Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies
ICLR 2023
SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums
AISTATS 2022
A general sample complexity analysis of vanilla policy gradient
AISTATS 2022