37 citations · 62 across the 7 of their papers we have counts for
8 papers
Universal Representation for Code
Linfeng Liu, Hoan Nguyen, George Karypis +1
Learning from source code usually requires a large amount of labeled data. Despite the possible scarcity of labeled data, the trained model is highly task-specific and lacks transf…
API Misuse Detection An Immune System inspired Approach
Maxime Gallais-Jimenez, Hoan A. Nguyen, Mohamed Aymen Saied +2
APIs are essential ingredients for developing complex software systems. However, they are difficult to learn and to use. Thus, developers may misuse them, which results in various…
BCFA: Bespoke Control Flow Analysis for CFA at Scale
Ramanathan Ramu, Ganesha B Upadhyaya, Hoan Anh Nguyen +1
Many data-driven software engineering tasks such as discovering programming patterns, mining API specifications, etc., perform source code analysis over control flow graphs (CFGs)…
Feature-Interaction Aware Configuration Prioritization for Configurable Code
Son Nguyen, Hoan Nguyen, Ngoc Tran +2
Unexpected interactions among features induce most bugs in a configurable software system. Exhaustively analyzing all the exponential number of possible configurations is prohibiti…
What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow
Md Johirul Islam, Hoan Anh Nguyen, Rangeet Pan +1
Modern software systems are increasingly including machine learning (ML) as an integral component. However, we do not yet understand the difficulties faced by software developers w…
Does BLEU Score Work for Code Migration?
Ngoc Tran, Hieu Tran, Son Nguyen +2
Statistical machine translation (SMT) is a fast-growing sub-field of computational linguistics. Until now, the most popular automatic metric to measure the quality of SMT is BiLing…
Recovering Variable Names for Minified Code with Usage Contexts
Hieu Tran, Ngoc Tran, Son Nguyen +2
In modern Web technology, JavaScript (JS) code plays an important role. To avoid the exposure of original source code, the variable names in JS code deployed in the wild are often…
A Systematic Evaluation of Static API-Misuse Detectors
Sven Amann, Hoan Anh Nguyen, Sarah Nadi +2
Application Programming Interfaces (APIs) often have usage constraints, such as restrictions on call order or call conditions. API misuses, i.e., violations of these constraints, m…