Publications

Idioms: Neural Decompilation With Joint Code and Type Prediction
Luke Dramko, Claire Le Goues, Edward Schwartz
Preprint, 2025
Code, Dataset & Model Weights

Fast, Fine-Grained Equivalence Checking for Neural Decompilers
Luke Dramko, Claire Le Goues, Edward Schwartz
Preprint, 2025
Code

A Taxonomy of C Decompiler Fidelity Issues
Luke Dramko, Jeremy Lacomis, Edward Schwartz, Bogdan Vasilescu, Claire Le Goues
USENIX Security, 2024
Artifacts

DIRE and its Data: Neural Decompiled Variable Renamings with Respect to Software Class
Luke Dramko, Jeremy Lacomis, Pengcheng Yin, Edward Schwartz, Miltiadis Allamanis, Graham Neubig, Bogdan Vasilescu, Claire Le Goues
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023

Development of an open-source regional data assimilation system in PEcAn v. 1.7.2: application to carbon cycle reanalysis across the contiguous US using SIPNET
Hamze Dokoohaki, Bailey D. Morrison, Ann Raiho, Shawn P. Serbin, Katie Zarada, Luke Dramko, and Michael Dietze
Geosientific Model Development, 2022
Code