Murali Krishna Ramanathan
11 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (6) 👥 Mega-Team · Squad
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Application Areas
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(4)
Learning Paradigms
(3)
Computer Science
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Generation
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
code completion
(6)
code generation
(4)
large language model
(3)
static analysis
(3)
benchmark evaluation
(2)
abstract syntax tree
(2)
software development
(2)
code model
(2)
cross-file context
(2)
retrieval-augmented generation
(2)
model robustness
(1)
adversarial training
(1)
language model
(1)
foundation model
(1)
catastrophic forgetting
(1)
multilingual code
(1)
code agent
(1)
adversarial learning
(1)
robustness evaluation
(1)
data augmentation
(1)
Papers
CODESTRUCT: Code Agents over Structured Action Spaces
ACL 2026
SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion
ACL 2026
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation
NAACL 2025
CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context
COLING 2024
CodeFort: Robust Training for Code Generation Models
EMNLP 2024
Repoformer: Selective Retrieval for Repository-Level Code Completion
ICML 2024
A Static Evaluation of Code Completion by Large Language Models
ACL 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
NeurIPS 2023
Exploring Continual Learning for Code Generation Models
ACL 2023
Multi-lingual Evaluation of Code Generation Models
ICLR 2023
ReCode: Robustness Evaluation of Code Generation Models
ACL 2023