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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...
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08/11/2023
Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI
Foundation models including large language models (LLMs) are increasingl...
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07/21/2023
Quantum Software Analytics: Opportunities and Challenges
Quantum computing systems depend on the principles of quantum mechanics ...
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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...
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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 "...
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05/25/2023
Distributed Trust Through the Lens of Software Architecture
Distributed trust is a nebulous concept that has evolved from different ...
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05/16/2023
QB4AIRA: A Question Bank for AI Risk Assessment
The rapid advancement of Artificial Intelligence (AI), exemplified by Ch...
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05/09/2023
A Framework for Designing Foundation Model based Systems
The recent release of large language model (LLM) based chatbots, such as...
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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...
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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...
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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...
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02/15/2023
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation
Due to convenience, open-source software is widely used. For beneficial ...
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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...
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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...
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01/27/2023
A Survey on AI Risk Assessment Frameworks
The rapid development of artificial intelligence (AI) has led to increas...
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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...
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01/03/2023
Operationalising Responsible AI Using a Pattern-Oriented Approach: A Case Study on Chatbots in Financial Services
Responsible AI is the practice of developing and using AI systems in a w...
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11/09/2022
BGRA: A Reference Architecture for Blockchain Governance
Blockchain technology has been integrated into diverse software applicat...
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09/12/2022
Responsible AI Pattern Catalogue: A Multivocal Literature Review
Responsible AI has been widely considered as one of the greatest scienti...
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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) ...
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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...
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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 ...
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05/09/2022
Towards Operationalising Responsible AI: An Empirical Study
While artificial intelligence (AI) has great potential to transform many...
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04/28/2022
A Decision Model for Federated Learning Architecture Pattern Selection
Federated learning is growing fast in both academia and industry to reso...
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03/09/2022
Towards a Roadmap on Software Engineering for Responsible AI
Although AI is transforming the world, there are serious concerns about ...
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03/02/2022
Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems
Although AI has significant potential to transform society, there are se...
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03/01/2022
A Pattern Collection for Blockchain Governance
Blockchain technology has been exploited to build next-generation applic...
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11/18/2021
Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns
Although artificial intelligence (AI) is solving real-world challenges a...
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10/26/2021
Defining Blockchain Governance Principles: A Comprehensive Framework
Blockchain eliminates the need for trusted third party intermediaries in...
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06/22/2021
FLRA: A Reference Architecture for Federated Learning Systems
Federated learning is an emerging machine learning paradigm that enables...
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05/19/2021
AI and Ethics – Operationalising Responsible AI
In the last few years, AI continues demonstrating its positive impact on...
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05/12/2021
A Systematic Literature Review on Blockchain Governance
Blockchain has been increasingly used as a software component to enable ...
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03/12/2021
Wireframe-Based UI Design Search Through Image Autoencoder
UI design is an integral part of software development. For many develope...
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02/19/2021
Design Patterns for Blockchain-Based Payment Applications
As the killer application of blockchain technology, blockchain-based pay...
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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...
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11/04/2020
Generative Inverse Deep Reinforcement Learning for Online Recommendation
Deep reinforcement learning enables an agent to capture user's interest ...
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09/06/2020
Blockchain-based Federated Learning for Device Failure Detection in Industrial IoT
Device failure detection is one of most essential problems in industrial...
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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...
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07/07/2020
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
A common challenge for most current recommender systems is the cold-star...
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06/12/2020
Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph
Programming tutorials are often created to demonstrate programming tasks...
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05/26/2020
Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management
Blockchain has attracted a broad range of interests from start-ups, ente...
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05/04/2020
Design-Pattern-as-a-Service for Blockchain-based Self-Sovereign Identity
Self-sovereign identity (SSI) is considered to be a "killer application"...
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04/08/2020
Trust in Recommender Systems: A Deep Learning Perspective
A significant remaining challenge for existing recommender systems is th...
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03/01/2020
Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning
According to the World Health Organization(WHO), it is estimated that ap...
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07/31/2019
uBaaS: A Unified Blockchain as a Service Platform
Blockchain is an innovative distributed ledger technology which has attr...
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03/05/2019
The Vulnerabilities of Graph Convolutional Networks: Stronger Attacks and Defensive Techniques
Graph deep learning models, such as graph convolutional networks (GCN) a...
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08/27/2018
An Empirical Study of Architecting for Continuous Delivery and Deployment
Recently, many software organizations have been adopting Continuous Deli...
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02/13/2018
Position and Distance: Recommendation beyond Matrix Factorization
For the last two decades, matrix factorization has become one of the fun...
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09/12/2017