97 citations · 259 across the 8 of their papers we have counts for
8 papers
Defect Prediction with Content-based Features
Hung Viet Pham, Tung Thanh Nguyen
Traditional defect prediction approaches often use metrics that measure the complexity of the design or implementing code of a software system, such as the number of lines of code…
Security Knowledge-Guided Fuzzing of Deep Learning Libraries
Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Moshi Wei +2
Recently, many Deep Learning fuzzers have been proposed for testing of DL libraries. However, they either perform unguided input generation (e.g., not considering the relationship…
How Effective Are Neural Networks for Fixing Security Vulnerabilities
Yi Wu, Nan Jiang, Hung Viet Pham +5
Security vulnerability repair is a difficult task that is in dire need of automation. Two groups of techniques have shown promise: (1) large code language models (LLMs) that have b…
DocTer: Documentation Guided Fuzzing for Testing Deep Learning API Functions
Danning Xie, Yitong Li, Mijung Kim +4
Input constraints are useful for many software development tasks. For example, input constraints of a function enable the generation of valid inputs, i.e., inputs that follow these…
ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Automatic Program Repair
Thibaud Lutellier, Lawrence Pang, Viet Hung Pham +2
Automated generate-and-validate (G&V) program repair techniques typically rely on hard-coded rules, only fix bugs following specific patterns, and are hard to adapt to different pr…
Toward Mining Visual Log of Software
Hung Pham, Tam Nguyen, Phong Vu +1
In this paper, we define visual log of a software system as data capturing the interactions between its users and its graphic user interface (GUI), such as screen-shots and screen…
Learning API Usages from Bytecode: A Statistical Approach
Tam The Nguyen, Hung Viet Pham, Phong Minh Vu +1
When developing mobile apps, programmers rely heavily on standard API frameworks and libraries. However, learning and using those APIs is often challenging due to the fast-changing…
Mining User Opinions in Mobile App Reviews: A Keyword-based Approach
Phong Minh Vu, Tam The Nguyen, Hung Viet Pham +1
User reviews of mobile apps often contain complaints or suggestions which are valuable for app developers to improve user experience and satisfaction. However, due to the large vol…