research
∙
09/14/2023
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
Recent breakthroughs in pre-trained code models, such as CodeBERT and Co...
share
research
∙
08/22/2023
Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation
Though many deep learning (DL)-based vulnerability detection approaches ...
research
∙
08/11/2023
Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications
Mobile apps bring us many conveniences, such as online shopping and comm...
research
∙
08/09/2023
Adaptive Intellect Unleashed: The Feasibility of Knowledge Transfer in Large Language Models
We conduct the first empirical study on using knowledge transfer to impr...
research
∙
08/07/2023
Video2Action: Reducing Human Interactions in Action Annotation of App Tutorial Videos
Tutorial videos of mobile apps have become a popular and compelling way ...
research
∙
07/21/2023
Quantum Software Analytics: Opportunities and Challenges
Quantum computing systems depend on the principles of quantum mechanics ...
research
∙
07/19/2023
Test-takers have a say: understanding the implications of the use of AI in language tests
Language tests measure a person's ability to use a language in terms of ...
research
∙
07/08/2023
Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions
The Right to be Forgotten (RTBF) was first established as the result of ...
research
∙
07/05/2023
Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
Software Bill of Materials (SBOM) serves as a critical pillar in ensurin...
research
∙
07/04/2023
SeePrivacy: Automated Contextual Privacy Policy Generation for Mobile Applications
Privacy policies have become the most critical approach to safeguarding ...
research
∙
07/03/2023
Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps
With the emergence of deep learning techniques, smartphone apps are now ...
research
∙
06/21/2023
Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains
The emergence of foundation models, such as large language models (LLMs)...
research
∙
06/21/2023
A Chain of AI-based Solutions for Resolving FQNs and Fixing Syntax Errors in Partial Code
API documentation, technical blogs and programming Q A sites contain n...
research
∙
06/19/2023
Toward the Cure of Privacy Policy Reading Phobia: Automated Generation of Privacy Nutrition Labels From Privacy Policies
Software applications have become an omnipresent part of modern society....
research
∙
06/07/2023
Enhancing Virtual Assistant Intelligence: Precise Area Targeting for Instance-level User Intents beyond Metadata
Virtual assistants have been widely used by mobile phone users in recent...
research
∙
06/04/2023
Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services
Foundation models, such as GPT-4, DALL-E have brought unprecedented AI "...
research
∙
06/01/2023
AI Chain on Large Language Model for Unsupervised Control Flow Graph Generation for Statically-Typed Partial Code
Control Flow Graphs (CFGs) are essential for visualizing, understanding ...
research
∙
05/31/2023
Data Augmentation Approaches for Source Code Models: A Survey
The increasingly popular adoption of source code in many critical tasks ...
research
∙
05/24/2023
NiCro: Purely Vision-based, Non-intrusive Cross-Device and Cross-Platform GUI Testing
To ensure app compatibility and smoothness of user experience across div...
research
∙
05/09/2023
A Framework for Designing Foundation Model based Systems
The recent release of large language model (LLM) based chatbots, such as...
research
∙
05/09/2023
Voicify Your UI: Towards Android App Control with Voice Commands
Nowadays, voice assistants help users complete tasks on the smartphone w...
research
∙
05/05/2023
A Large-scale Empirical Study of Online Automated Privacy Policy Generators for Mobile Apps
Mobile phones and apps have become a ubiquitous part of digital life. Th...
research
∙
04/27/2023
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue
Developers' API needs should be more pragmatic, such as seeking suggesti...
research
∙
04/27/2023
SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics
Programming screencasts (e.g., video tutorials on Youtube or live coding...
research
∙
04/26/2023
On the Way to SBOMs: Investigating Design Issues and Solutions in Practice
Software Bill of Materials (SBOM), offers improved transparency and supp...
research
∙
04/13/2023
Towards Responsible AI in the Era of ChatGPT: A Reference Architecture for Designing Foundation Model-based AI Systems
The release of ChatGPT, Bard, and other large language model (LLM)-based...
research
∙
02/15/2023
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation
Due to convenience, open-source software is widely used. For beneficial ...
research
∙
02/07/2023
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
The right to be forgotten (RTBF) is motivated by the desire of people no...
research
∙
01/30/2023
Exploring AI Ethics of ChatGPT: A Diagnostic Analysis
Recent breakthroughs in natural language processing (NLP) have permitted...
research
∙
01/30/2023
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence
The usage of Python idioms is popular among Python developers in a forma...
research
∙
01/27/2023
A Survey on AI Risk Assessment Frameworks
The rapid development of artificial intelligence (AI) has led to increas...
research
∙
01/13/2023
An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead
The rapid growth of software supply chain attacks has attracted consider...
research
∙
01/10/2023
API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model
Extraction of Application Programming Interfaces (APIs) and their semant...
research
∙
12/27/2022
Towards Benchmarking GUI Compatibility Testing on Mobile Applications
GUI is a bridge connecting user and application. Existing GUI testing ta...
research
∙
12/16/2022
SE Factual Knowledge in Frozen Giant Code Model: A Study on FQN and its Retrieval
Pre-trained giant code models (PCMs) start coming into the developers' d...
research
∙
10/28/2022
I Know What You Are Searching For: Code Snippet Recommendation from Stack Overflow Posts
Stack Overflow has been heavily used by software developers to seek prog...
research
∙
08/10/2022
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code
Partial code usually involves non-fully-qualified type names (non-FQNs) ...
research
∙
07/12/2022
Making Python Code Idiomatic by Automatic Refactoring Non-Idiomatic Python Code with Pythonic Idioms
Compared to other programming languages (e.g., Java), Python has more id...
research
∙
06/26/2022
1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application
Software programming requires both API reference (know-what) knowledge a...
research
∙
06/15/2022
Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images
Graphical User Interface (GUI) is not merely a collection of individual ...
research
∙
04/14/2022
Gallery D.C.: Auto-created GUI Component Gallery for Design Search and Knowledge Discovery
GUI design is an integral part of software development. The process of d...
research
∙
03/09/2022
Towards a Roadmap on Software Engineering for Responsible AI
Although AI is transforming the world, there are serious concerns about ...
research
∙
03/22/2021
psc2code: Denoising Code Extraction from Programming Screencasts
In this paper, we propose an approach named psc2code to denoise the proc...
research
∙
03/12/2021
Wireframe-Based UI Design Search Through Image Autoencoder
UI design is an integral part of software development. For many develope...
research
∙
01/05/2021
Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization
ExploitDB is one of the important public websites, which contributes a l...
research
∙
12/25/2020
Brain-inspired Search Engine Assistant based on Knowledge Graph
Search engines can quickly response a hyperlink list according to query ...
research
∙
10/15/2020
Holistic Combination of Structural and Textual Code Information for Context based API Recommendation
Context based API recommendation is an important way to help developers ...
research
∙
08/16/2020
From Lost to Found: Discover Missing UI Design Semantics through Recovering Missing Tags
Design sharing sites provide UI designers with a platform to share their...
research
∙
08/12/2020
Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
Detecting Graphical User Interface (GUI) elements in GUI images is a dom...
research
∙
08/06/2020