Rui Yuan
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Deep Learning
(4)
Reinforcement Learning
(3)
Learning Types · Machine Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Optimization
(2)
Processing
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Core AI
(1)
Keywords
policy gradient
(2)
weakly supervised learning
(2)
temporal action localization
(2)
linear convergence
(2)
sample complexity
(2)
reinforcement learning
(2)
natural policy gradient
(1)
video understanding
(1)
semantic matching
(1)
markov decision process
(1)
variance reduction
(1)
mirror descent
(1)
convergence guarantee
(1)
generalized linear model
(1)
policy mirror descent
(1)
multimodal large language model
(1)
noise correction
(1)
stochastic newton method
(1)
subsampled newton-raphson
(1)
teacher-student learning
(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
NeurIPS 2023
Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies
ICLR 2023
A general sample complexity analysis of vanilla policy gradient
AISTATS 2022
SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums
AISTATS 2022