Aditya Kanade
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (6)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(26)
π
Grand Slam
π
Conference Pioneer
Conferences
AAAI (3)
ICML (2)
NIPS (2)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
language model
(2)
code generation
(2)
transformer architecture
(1)
code completion
(1)
self-supervised learning
(1)
neural machine translation
(1)
synthetic datum
(1)
deep neural network
(1)
bert model
(1)
source code
(1)
bug localization
(1)
static analysis
(1)
program analysis
(1)
black-box attack
(1)
text generation
(1)
reinforcement learning
(1)
deep reinforcement learning
(1)
surrogate objective
(1)
model fine-tuning
(1)
active learning
(1)
Papers
NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits
ICML 2025
An empirical study of validating synthetic data for formula generation
NAACL 2025
FLAME: A Small Language Model for Spreadsheet Formulas
AAAI 2024
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
NIPS 2023
ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data
AAAI 2020
Learning and Evaluating Contextual Embedding of Source Code
ICML 2020
Neural Attribution for Semantic Bug-Localization in Student Programs
NIPS 2019
Neural Program Repair by Jointly Learning to Localize and Repair
ICLR 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs
AAAI 2019