Rui Ai
9 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(22)
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(52)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Mathematics & Optimization
(4)
Learning Types
(3)
Optimization
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Domain-Specific
(2)
Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Analysis
(1)
Applications
(1)
Keywords
multi-armed bandit
(3)
regret bound
(3)
online learning
(2)
autonomous driving
(2)
markov decision process
(1)
exploration exploitation
(1)
sample complexity
(1)
classifier guidance
(1)
resource allocation
(1)
strategic behavior
(1)
condition number
(1)
demand estimation
(1)
bayesian linear regression
(1)
diffusion model
(1)
online algorithm
(1)
online optimization
(1)
information gain
(1)
multimodal behavior
(1)
3d vision
(1)
reinforcement learning
(1)
Papers
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design
JMLR 2026
An Instrumental Value for Data Production and its Application to Data Pricing
ICML 2025
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
ICML 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
ICLR 2025
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
ICML 2025
Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications
CVPR 2024
Contextual Decision-Making with Knapsacks Beyond the Worst Case
NeurIPS 2024
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
NeurIPS 2024
Eliminating Warping Shakes for Unsupervised Online Video Stitching
ECCV 2024