b'Qinghua Lu'

research

∙ 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...

0 Yue Liu, et al. ∙

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...

0 Jieshan Chen, et al. ∙

research

∙ 08/03/2023

VCTP: A Verifiable Credential-based Trust Propagation Protocol for Personal Issuers in Self-Sovereign Identity Platforms

Self Sovereign Identity (SSI) is an emerging identity system that facili...

0 Rahma Mukta, et al. ∙

research

∙ 07/21/2023

Quantum Software Analytics: Opportunities and Challenges

Quantum computing systems depend on the principles of quantum mechanics ...

0 Thong Hoang, et al. ∙

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 ...

0 Dawen Zhang, et al. ∙

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...

0 Boming Xia, et al. ∙

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)...

0 Yu Cheng, et al. ∙

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....

0 Shidong Pan, et al. ∙

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...

0 Mengyu Chen, et al. ∙

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 "...

0 Zhenchang Xing, et al. ∙

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 ...

0 Qing Huang, et al. ∙

research

∙ 05/25/2023

Distributed Trust Through the Lens of Software Architecture

Distributed trust is a nebulous concept that has evolved from different ...

0 Sin Kit Lo, et al. ∙

research

∙ 05/16/2023

QB4AIRA: A Question Bank for AI Risk Assessment

The rapid advancement of Artificial Intelligence (AI), exemplified by Ch...

0 Sung Une Lee, et al. ∙

research

∙ 05/09/2023

A Framework for Designing Foundation Model based Systems

The recent release of large language model (LLM) based chatbots, such as...

0 Qinghua Lu, et al. ∙

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...

0 Qing Huang, et al. ∙

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...

0 Tingting Bi, et al. ∙

research

∙ 04/17/2023

Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects

Many sets of ethics principles for responsible AI have been proposed to ...

0 Conrad Sanderson, et al. ∙

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...

0 Qinghua Lu, et al. ∙

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 ...

0 Jiamou Sun, et al. ∙

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...

0 Dawen Zhang, et al. ∙

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...

0 Zejun Zhang, et al. ∙

research

∙ 01/27/2023

A Survey on AI Risk Assessment Frameworks

The rapid development of artificial intelligence (AI) has led to increas...

0 Boming Xia, et al. ∙

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...

0 Boming Xia, et al. ∙

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...

0 Qing Huang, et al. ∙

research

∙ 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...

0 Qinghua Lu, et al. ∙

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...

0 Qing Huang, et al. ∙

research

∙ 11/23/2022

Federated Learning on Non-IID Graphs via Structural Knowledge Sharing

Graph neural networks (GNNs) have shown their superiority in modeling gr...

1 Yue Tan, et al. ∙

research

∙ 11/09/2022

BGRA: A Reference Architecture for Blockchain Governance

Blockchain technology has been integrated into diverse software applicat...

0 Yue Liu, et al. ∙

research

∙ 09/12/2022

Responsible AI Pattern Catalogue: A Multivocal Literature Review

Responsible AI has been widely considered as one of the greatest scienti...

0 Qinghua Lu, et al. ∙

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) ...

0 Qing Huang, et al. ∙

research

∙ 05/09/2022

Towards Operationalising Responsible AI: An Empirical Study

While artificial intelligence (AI) has great potential to transform many...

0 Conrad Sanderson, et al. ∙

research

∙ 04/28/2022

A Decision Model for Federated Learning Architecture Pattern Selection

Federated learning is growing fast in both academia and industry to reso...

0 Sin Kit Lo, et al. ∙

research

∙ 03/09/2022

Towards a Roadmap on Software Engineering for Responsible AI

Although AI is transforming the world, there are serious concerns about ...

0 Qinghua Lu, et al. ∙

research

∙ 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...

0 Qinghua Lu, et al. ∙

research

∙ 03/01/2022

A Pattern Collection for Blockchain Governance

Blockchain technology has been exploited to build next-generation applic...

0 Yue Liu, et al. ∙

research

∙ 02/03/2022

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm

The development of Intelligent Cyber-Physical Systems (ICPSs) in virtual...

2 Peiying Zhang, et al. ∙

research

∙ 12/29/2021

Feature-context driven Federated Meta-Learning for Rare Disease Prediction

Millions of patients suffer from rare diseases around the world. However...

11 Bingyang Chen, et al. ∙

research

∙ 12/14/2021

AI Ethics Principles in Practice: Perspectives of Designers and Developers

As consensus across the various published AI ethics principles is approa...

0 Conrad Sanderson, et al. ∙

research

∙ 11/18/2021

Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns

Although artificial intelligence (AI) is solving real-world challenges a...

0 Qinghua Lu, et al. ∙

research

∙ 10/26/2021

Defining Blockchain Governance Principles: A Comprehensive Framework

Blockchain eliminates the need for trusted third party intermediaries in...

0 Yue Liu, et al. ∙

research

∙ 06/22/2021

FLRA: A Reference Architecture for Federated Learning Systems

Federated learning is an emerging machine learning paradigm that enables...

0 Sin Kit Lo, et al. ∙

research

∙ 05/19/2021

AI and Ethics – Operationalising Responsible AI

In the last few years, AI continues demonstrating its positive impact on...

0 Liming Zhu, et al. ∙

research

∙ 05/12/2021

A Systematic Literature Review on Blockchain Governance

Blockchain has been increasingly used as a software component to enable ...

0 Yue Liu, et al. ∙

research

∙ 04/21/2021

A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things

Federated learning (FL) brings collaborative intelligence into industrie...

12 Jiehan Zhou, et al. ∙

research

∙ 04/03/2021

Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment

Health-related mobile applications are known as eHealth apps. These apps...

0 Md. Shamsujjoha, et al. ∙

research

∙ 03/22/2021

Checking App Behavior Against App Descriptions: What If There are No App Descriptions?

Classifying mobile apps based on their description is beneficial for sev...

0 Md. Shamsujjoha, et al. ∙

research

∙ 02/19/2021

Design Patterns for Blockchain-Based Payment Applications

As the killer application of blockchain technology, blockchain-based pay...

0 Qinghua Lu, et al. ∙

research

∙ 11/02/2020

Cooperative Heterogeneous Deep Reinforcement Learning

Numerous deep reinforcement learning agents have been proposed, and each...

0 Han Zheng, et al. ∙

research

∙ 09/22/2020

Dynamic Fusion based Federated Learning for COVID-19 Detection

Medical diagnostic image analysis (e.g., CT scan or X-Ray) using machine...

0 Weishan Zhang, et al. ∙

research

∙ 09/07/2020

A Blockchain-based Platform Architecture for Multimedia Data Management

Massive amounts of multimedia data (i.e., text, audio, video, graphics a...

0 Yue Liu, et al. ∙

Qinghua Lu

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