Parthasarathy Ranganathan
9 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Triple Crown
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Mega-Team Β· Squad
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Keyword Pioneer
ποΈ
Keyword Collector
(54)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Computer Science
(4)
Application Areas
(4)
Core AI
(4)
Deep Learning
(3)
Architectures
(3)
Learning Types
(3)
Optimization & Theory
(3)
Systems
(3)
Learning Paradigms
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
large language model
(2)
imitation learning
(1)
exploratory data analysis
(1)
embedding learning
(1)
attention mechanism
(1)
code generation
(1)
policy learning
(1)
resource allocation
(1)
program analysis
(1)
knowledge graph
(1)
recurrent neural network
(1)
algorithmic reasoning
(1)
throughput optimization
(1)
retrieval-augmented generation
(1)
transfer learning
(1)
data center
(1)
automated testing
(1)
quality of service
(1)
access pattern
(1)
few-shot learning
(1)
Papers
ECO: An AI-Driven Code Efficiency Optimizer for Warehouse Scale Computers (Operational Systems)
OSDI 2026
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG
EMNLP 2025
Learning Performance-Improving Code Edits
ICLR 2024
Beyond malloc efficiency to fleet efficiency: a hugepage-aware memory allocator
OSDI 2021
An Imitation Learning Approach for Cache Replacement
ICML 2020
LEARNING EXECUTION THROUGH NEURAL CODE FUSION
ICLR 2020
Neural Execution Engines: Learning to Execute Subroutines
NeurIPS 2020
Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale
OSDI 2020
Learning Memory Access Patterns
ICML 2018