Miltiadis Allamanis
17 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Academic Marathon (8) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Grand Slam
π§¬
Topic Evolution
π
Conference Pioneer
π
Century Club
(17)
β
The Questioner
π
Trend Setter
Conferences
ICLR (5)
ICML (5)
NIPS (5)
AAAI (1)
NAACL (1)
Top co-authors
Keywords
neural network
(3)
graph neural network
(2)
latent space
(2)
code generation
(2)
source code
(2)
text editing
(1)
attention mechanism
(1)
structure learning
(1)
information retrieval
(1)
self-supervised learning
(1)
graph generation
(1)
program synthesis
(1)
semantic parsing
(1)
program analysis
(1)
missing value imputation
(1)
natural language
(1)
generative model
(1)
semantic embedding
(1)
variational autoencoder
(1)
text generation
(1)
Papers
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates
ICML 2024
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
ICML 2024
NExT: Teaching Large Language Models to Reason about Code Execution
ICML 2024
NS3: Neuro-symbolic Semantic Code Search
NIPS 2022
Learning to Complete Code with Sketches
ICLR 2022
Simultaneous Missing Value Imputation and Structure Learning with Groups
NIPS 2022
Self-Supervised Bug Detection and Repair
NIPS 2021
Copy That! Editing Sequences by Copying Spans
AAAI 2021
Structured Neural Summarization
ICLR 2019
Generative Code Modeling with Graphs
ICLR 2019
Learning to Represent Edits
ICLR 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms
NIPS 2019
Modelling Natural Language, Programs, and their Intersection
NAACL 2018
Learning to Represent Programs with Graphs
ICLR 2018
Constrained Graph Variational Autoencoders for Molecule Design
NIPS 2018
Learning Continuous Semantic Representations of Symbolic Expressions
ICML 2017
A Convolutional Attention Network for Extreme Summarization of Source Code
ICML 2016