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20172022
most citedA Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

165 citations · 630 across the 23 of their papers we have counts for

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Showing cs.SEShow all

10 papers · 1 filter

cs.SE2022

Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code

Qing Huang, Zhiqiang Yuan, Zhenchang Xing +3

Partial code usually involves non-fully-qualified type names (non-FQNs) and undeclared receiving objects. Resolving the FQNs of these non-FQN types and undeclared receiving objects…

cs.SE2022★ 3 cited

Towards a Roadmap on Software Engineering for Responsible AI

Qinghua Lu, Liming Zhu, Xiwei Xu +2

Although AI is transforming the world, there are serious concerns about its ability to behave and make decisions responsibly. Many ethical regulations, principles, and frameworks f…

cs.SE2021★ 2 cited

Defining Blockchain Governance Principles: A Comprehensive Framework

Yue Liu, Qinghua Lu, Guangsheng Yu +2

Blockchain eliminates the need for trusted third-party intermediaries in business by enabling decentralised architecture design in software applications. However, the vulnerabiliti…

cs.SE2021★ 13 cited

A Systematic Literature Review on Blockchain Governance

Yue Liu, Qinghua Lu, Liming Zhu +2

Blockchain has been increasingly used as a software component to enable decentralisation in software architecture for a variety of applications. Blockchain governance has received…

cs.SE2021★ 1 cited

Patterns for Blockchain-Based Payment Applications

Qinghua Lu, Xiwei Xu, H. M. N. Dilum Bandara +2

As the killer application of blockchain technology, blockchain-based payments have attracted extensive attention ranging from hobbyists to corporates to regulatory bodies. Blockcha…

cs.SE2020★ 165 cited

A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

Sin Kit Lo, Qinghua Lu, Chen Wang +2

Federated learning is an emerging machine learning paradigm where clients train models locally and formulate a global model based on the local model updates. To identify the state-…

cs.SE2020★ 48 cited

Design-Pattern-as-a-Service for Blockchain-based Self-Sovereign Identity

Yue Liu, Qinghua Lu, Hye-Young Paik +3

Self-sovereign identity (SSI) is considered to be a "killer application" of blockchain. However, there is a lack of systematic architecture designs for blockchain-based SSI systems…

cs.SE2020★ 59 cited

Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management

Qinghua Lu, An Binh Tran, Ingo Weber +6

Blockchain has attracted broad interests to build decentralised applications. Blockchain has attracted broad interests to build decentralised applications. However, developing such…

cs.SE2019★ 113 cited

uBaaS: A Unified Blockchain as a Service Platform

Qinghua Lu, Xiwei Xu, Yue Liu +3

Blockchain is an innovative distributed ledger technology which has attracted a wide range of interests for building the next generation of applications to address lack-of-trust is…

cs.SE2019

A Platform Architecture for Multi-Tenant Blockchain-Based Systems

Ingo Weber, Qinghua Lu, An Binh Tran +3

Blockchain has attracted a broad range of interests from start-ups, enterprises and governments to build next generation applications in a decentralized manner. Similar to cloud pl…