Context-aware Representation Learning for Code Analysis

Project

Context-aware Representation Learning for Code Analysis

Principal Investigator

School of Information Technology and Electrical Engineering (ITEE), University of Queensland

Oracle Principal Investigator

Cristina Cifuentes, Vice President, Software Assurance
Mahin Chandramohan, Principal Researcher
Padmanabhan Krishnan, Research Director

Summary

This project conducts a more comprehensive study on representation learning for code and develops novel machine learning algorithms to represent code, in a way that is well suited for various machine learning tasks in software engineering, combining both textual representations and various semantic and structural information.