Aditya Kanade
9 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Keyword Champion
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Keyword Pioneer
ποΈ
Keyword Collector
(50)
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Conference Pioneer
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Trend Setter
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Application Areas
(4)
Architectures
(4)
Learning Types
(4)
Computer Science
(3)
Natural Language Processing
(3)
Applications
(3)
Resources & Methods
(2)
Reinforcement Learning
(1)
Security & Privacy
(1)
Core Methods
(1)
Foundations
(1)
Keywords
code generation
(2)
language model
(2)
bug localization
(2)
transformer architecture
(1)
self-supervised learning
(1)
neural machine translation
(1)
code completion
(1)
deep neural network
(1)
bert model
(1)
synthetic data generation
(1)
source code
(1)
sparse projection
(1)
static analysis
(1)
program analysis
(1)
black-box attack
(1)
text generation
(1)
reinforcement learning
(1)
deep reinforcement learning
(1)
synthetic data
(1)
active learning
(1)
Papers
An empirical study of validating synthetic data for formula generation
NAACL 2025
NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits
ICML 2025
FLAME: A Small Language Model for Spreadsheet Formulas
AAAI 2024
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
NeurIPS 2023
ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data
AAAI 2020
Learning and Evaluating Contextual Embedding of Source Code
ICML 2020
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs
AAAI 2019
Neural Attribution for Semantic Bug-Localization in Student Programs
NeurIPS 2019
Neural Program Repair by Jointly Learning to Localize and Repair
ICLR 2019