Parthasarathy Ranganathan
8 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7)
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Cross-Pollinator
(7)
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Renaissance Researcher
(6)
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Keyword Champion
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Triple Crown
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Trend Setter
Conferences
ICLR (2)
ICML (2)
OSDI (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
imitation learning
(1)
embedding learning
(1)
attention mechanism
(1)
code generation
(1)
policy learning
(1)
resource allocation
(1)
knowledge graph
(1)
recurrent neural network
(1)
algorithmic reasoning
(1)
throughput optimization
(1)
retrieval-augmented generation
(1)
exploratory data analysis
(1)
data center
(1)
quality of service
(1)
access pattern
(1)
power capping
(1)
latency-sensitive task
(1)
memory allocation
(1)
memory access pattern
(1)
Papers
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
Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale
OSDI 2020
Neural Execution Engines: Learning to Execute Subroutines
NIPS 2020
LEARNING EXECUTION THROUGH NEURAL CODE FUSION
ICLR 2020
An Imitation Learning Approach for Cache Replacement
ICML 2020
Learning Memory Access Patterns
ICML 2018