Jiayi Huang
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
regret bound
(3)
reinforcement learning
(2)
linear bandit
(2)
robust statistics
(1)
3d vision
(1)
human pose estimation
(1)
event argument extraction
(1)
sensor fusion
(1)
motion capture
(1)
linear function approximation
(1)
multi-armed bandit
(1)
minimax lower bound
(1)
mixture of expert
(1)
prompt optimization
(1)
heavy-tailed noise
(1)
nonlinear least square
(1)
heavy-tailed reward
(1)
general function approximation
(1)
weighted value-targeted regression
(1)
horizon-free bound
(1)
Papers
MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond
CVPR 2025
Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction
EMNLP 2025
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts
ICML 2025
Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation
AISTATS 2024
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
NeurIPS 2023
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs
NeurIPS 2021