Jiayi Huang
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
CVPR (1)
EMNLP (1)
ICML (1)
Top co-authors
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)
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)
instance-dependent 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
NIPS 2023
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs
NIPS 2021