research
∙
07/02/2023
LLM4CBI: Taming LLMs to Generate Effective Test Programs for Compiler Bug Isolation
Compiler bugs pose a significant threat to safety-critical applications,...
share
research
∙
12/01/2022
Duplicate Bug Report Detection: How Far Are We?
Many Duplicate Bug Report Detection (DBRD) techniques have been proposed...
research
∙
08/28/2022
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities
Learning heterogeneous graphs consisting of different types of nodes and...
research
∙
07/30/2022
BlockScope: Detecting and Investigating Propagated Vulnerabilities in Forked Blockchain Projects
Due to the open-source nature of the blockchain ecosystem, it is common ...
research
∙
06/23/2022
AutoPRTitle: A Tool for Automatic Pull Request Title Generation
With the rise of the pull request mechanism in software development, the...
research
∙
06/22/2022
iTiger: An Automatic Issue Title Generation Tool
In both commercial and open-source software, bug reports or issues are u...
research
∙
06/21/2022
Automatic Pull Request Title Generation
Pull Requests (PRs) are a mechanism on modern collaborative coding platf...
research
∙
10/23/2021
Diving Into Blockchain's Weaknesses: An Empirical Study of Blockchain System Vulnerabilities
Blockchain is an emerging technology for its decentralization and the ca...
research
∙
12/14/2020
AndroEvolve: Automated Update for Android Deprecated-API Usages
Android operating system (OS) is often updated, where each new version m...
research
∙
12/13/2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
Building deep learning models on source code has found many successful s...
research
∙
11/10/2020
AndroEvolve: Automated Android API Update with Data Flow Analysis and Variable Denormalization
The Android operating system is frequently updated, with each version br...
research
∙
11/10/2020
Characterization and Automatic Update of Deprecated Machine-Learning API Usages
Due to the rise of AI applications, machine learning libraries have beco...
research
∙
09/06/2020
Self-Supervised Learning for Code Retrieval and Summarization through Semantic-Preserving Program Transformations
Code retrieval and summarization are useful tasks for developers, but it...
research
∙
09/05/2020
TreeCaps: Tree-Based Capsule Networks for Source Code Processing
Recently program learning techniques have been proposed to process sourc...
research
∙
07/31/2020
On the Generalizability of Neural Program Analyzers with respect to Semantic-Preserving Program Transformations
With the prevalence of publicly available source code repositories to tr...
research
∙
05/27/2020
Automatic Android Deprecated-API Usage Update by Learning from Single Updated Example
Due to the deprecation of APIs in the Android operating system,developer...
research
∙
01/20/2020
Checking Smart Contracts with Structural Code Embedding
Smart contracts have been increasingly used together with blockchains to...
research
∙
10/27/2019
TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
Program comprehension is a fundamental task in software development and ...
research
∙
08/22/2019
SmartEmbed: A Tool for Clone and Bug Detection in Smart Contracts through Structural Code Embedding
Ethereum has become a widely used platform to enable secure, Blockchain-...
research
∙
06/10/2019
SAR: Learning Cross-Language API Mappings with Little Knowledge
To save manual effort, developers often translate programs from one prog...
research
∙
03/13/2018