conf.researchr.org / Xiwei (Sherry) Xu
Registered user since Sat 6 May 2017
Name:Xiwei (Sherry) Xu
Bio:
Xiwei (Sherry) Xu is a Senior Principal Research Scientist at CSIRO Technology, Adjunct Associate Professor at UNSW, and Adjunct Professor at the University of Tasmania. Her research focuses on software engineering, software architecture, AI engineering, including responsible AI adoption in education and energy.
Country:Australia
Affiliation:CSIRO Technology
Personal website: https://people.csiro.au/X/S/Xiwei-Xu
Research interests:software engineering, software architecture, AI engineering
Contributions
2027
2026
ESEC/FSE
ICSA
- Author of ESG Reporting Lifecycle Management with Large Language Models and AI Agents within the Software Architecture in Practice-track
- Author of Architecting the Future of Architectural Research: AI, Governance, and Conference Evolution within the Working Sessions-track
- Program Committee Member in Program Committee within the Research Papers-track
2025
ECSA
ESEC/FSE
- Author of Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Committee Member in Program Committee within the Ideas, Visions and Reflections-track
ICSE
ICSA
- Author of Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems within the Journal First-track
- Author of Design Process for Retrieval Augmented Generation Systems within the Workshops-track
- Author of Agentic RAG with Human-in-the-Retrieval within the Workshops-track
- Author of Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents within the Journal First-track
- Program Committee Member in Program Committee within the Research Papers-track
2024
ESEC/FSE
AIware
- Author of Towards Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model based Systems within the Late Breaking Arxiv Track-track
- PC Member in Program Committee within the Main Track-track
- Author of Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents within the Late Breaking Arxiv Track-track
- Author of Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents within the Late Breaking Arxiv Track-track
ICSA
ICSE
- Committee Member in New Ideas and Emerging Results within the New Ideas and Emerging Results-track
- Author of Where is it? Tracing the Vulnerability-relevant Files from Vulnerability Reports within the Research Track-track
- Author of Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code within the Research Track-track
- Committee Member in Software Engineering in Practice within the Software Engineering in Practice-track
- Author of Enhancing Exploratory Testing by Large Language Model and Knowledge Graph within the Research Track-track
CAIN
- Author of A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture within the Research and Experience Papers-track
- PC Member in Program Committee within the Doctoral Symposium-track
- Author of Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective within the Research and Experience Papers-track
2023
ICSE
- Committee Member in New Ideas and Emerging Results within the NIER - New Ideas and Emerging Results-track
- Committee Member in Software Engineering in Practice within the SEIP - Software Engineering in Practice-track
- Author of PCR-Chain: Partial Code Reuse Assisted by Hierarchical Chaining of Prompts on Frozen Copilot within the DEMO - Demonstrations-track
- Author of Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation within the Technical Track-track
- Author of SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics within the Technical Track-track
- Committee Member in Doctoral Symposium within the DS - Doctoral Symposium-track
- Author of A Decision Model for Choosing Patterns in Blockchain-Based Applications within the Showcase-track
- Author of RIdiom: Automatically Refactoring Non-idiomatic Python Code with Pythonic Idioms within the DEMO - Demonstrations-track
- Author of SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test Generation within the DEMO - Demonstrations-track
- Author of A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph within the DEMO - Demonstrations-track
- Author of Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence within the Technical Track-track
International Conference on Program Comprehension
2022
ESEC/FSE
ASE
- Author of Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing within the Research Papers-track
- Author of Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code within the Research Papers-track
Blockchain Software Engineering
SE4RAI
ICSE
2021
Blockchain Software Engineering
2020
ICSE
- Author of Seenomaly: Vision-Based Linting of GUI Animation Effects Against Design-Don’t Guidelines within the Technical Papers-track
- Author of Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning within the Technical Papers-track
- Programme Committee in Program Committee within the Software Engineering in Practice-track