Learning program semantics via exploring program structures with deep learning

• Main Author: Liu, Shangqing
• Other Authors: Liu Yang
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Software::Software engineering
• Online Access: https://hdl.handle.net/10356/164454
• Institution: Nanyang Technological University

The ubiquitousness of software in modern society and the boom in open-source software have made software engineering into the “big code” era. The availability of code-related data is massive (e.g., billions of code, millions of code changes, bug fixes and code documentation), which yields a hot topi...