Randolph Yao
5 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Renaissance Researcher
(6)
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods Β· Data Science & Analytics
(1)
Methods Β· Reinforcement Learning
(1)
Keywords
cloud computing
(3)
virtual machine provisioning
(2)
resource allocation
(2)
heuristic search
(1)
hypothesis testing
(1)
lasso regression
(1)
bayesian optimization
(1)
monte carlo tree search
(1)
retrieval-augmented generation
(1)
reasoning capability
(1)
resource optimization
(1)
cloud infrastructure
(1)
failure localization
(1)
virtual disk
(1)
gray failure detection
(1)
failure prediction
(1)
vm interruption
(1)
adaptive mitigation
(1)
rule extraction
(1)
failure diagnosis
(1)
Papers
RuAG: Learned-rule-augmented Generation for Large Language Models
ICLR 2025
Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems
AAAI 2021
Intelligent Virtual Machine Provisioning in Cloud Computing
IJCAI 2020
Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions
OSDI 2020
Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure
NSDI 2018