From the 1 of 5 linked papers with an AI index.
5 papers
Predicting Human Visual Attention on Words in Source Code
Chia-Yi Su, Collin McMillan
The paper introduces a neural network model that predicts where programmers look at individual words in source code, using a new loss function to align model attention with eye‑tra…
Do Code LLMs Do Static Analysis?
Chia-Yi Su, Collin McMillan
This paper investigates code LLMs' capability of static analysis during code intelligence tasks such as code summarization and generation. Code LLMs are now household names for the…
CMind: An AI Agent for Localizing C Memory Bugs
Chia-Yi Su, Collin McMillan
This demonstration paper presents CMind, an artificial intelligence agent for localizing C memory bugs. The novel aspect to CMind is that it follows steps that we observed human pr…
AI-Mediated Code Comment Improvement
Maria Dhakal, Chia-Yi Su, Robert Wallace +5
This paper describes an approach to improve code comments along different quality axes by rewriting those comments with customized Artificial Intelligence (AI)-based tools. We cond…
Which Code Statements Implement Privacy Behaviors in Android Applications?
Chia-Yi Su, Aakash Bansal, Vijayanta Jain +3
A "privacy behavior" in software is an action where the software uses personal information for a service or a feature, such as a website using location to provide content relevant…