Petros Maniatis
8 papers · 2010–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
π
Academic Marathon
(14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
π
Keyword Champion
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Trend Setter
Conferences
ICLR (3)
NIPS (3)
ICML (2)
Top co-authors
Keywords
source code
(2)
multi-task learning
(1)
feature selection
(1)
code generation
(1)
bert model
(1)
program synthesis
(1)
graph-based learning
(1)
sparse regression
(1)
sparse polynomial regression
(1)
execution time prediction
(1)
program performance
(1)
performance modeling
(1)
program analysis
(1)
polynomial regression
(1)
execution time
(1)
software engineering
(1)
tabular datum
(1)
kernel crash
(1)
crash resolution
(1)
code repair
(1)
Papers
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
NIPS 2024
CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation
ICLR 2022
PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair
NIPS 2021
SpreadsheetCoder: Formula Prediction from Semi-structured Context
ICML 2021
Global Relational Models of Source Code
ICLR 2020
Learning and Evaluating Contextual Embedding of Source Code
ICML 2020
Neural Program Repair by Jointly Learning to Localize and Repair
ICLR 2019
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression
NIPS 2010