Liming Zhu

Registered user since Fri 10 May 2019

Name:Liming Zhu
Bio:

Dr/Prof Liming Zhu is a Research Director at CSIRO’s Data61 and a conjoint full professor at the University of New South Wales (UNSW). He is the chairperson of Standards Australia’s blockchain committee and on AI trustworthiness-related committees. He is a member of the Responsible AI think tank at the National AI Center. His research program innovates in the areas of AI/ML platforms, responsible/ethical AI, software engineering, blockchain, regulation technology, quantum software, privacy and cybersecurity. He has published more than 300 academic papers on software architecture, data/ML infrastructure, blockchain, governance and responsible AI.

Country:Australia
Affiliation:CSIRO’s Data61
Personal website:https://liming-zhu.org/
Research interests:software architecture, software engineering, distributed systems, data platforms

Contributions

ICSE 2023 Author of Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation within the Technical Track-track
Keynote Speaker of Software Engineering as the Linchpin of Responsible AI - Dr. Liming Zhu within the ICSE Keynotes-track
Author of A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph within the DEMO - Demonstrations-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 Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence within the Technical Track-track
Author of SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics within the Technical Track-track
Author of An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead within the Technical Track-track
CAIN 2023 PC Member in Program Committee
ICSSP 2023 General Chair in Organizing Committee
ESEC/FSE 2022 Author of Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images within the Research Papers-track
Author of Making Python Code Idiomatic by Automatic Refactoring Non-idiomatic Python Code with Pythonic Idioms within the Research Papers-track
ASE 2022 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
ECSA 2022 Committee Member in Program Committee within the Research Papers-track
SE4RAI 2022 Organizing Committee in Organizing Committee within the SE4RAI 2022-track
ICSE 2022 Author of Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems within the SEIP - Software Engineering in Practice-track
Author of Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns within the SEIP - Software Engineering in Practice-track
CAIN 2022 Author of Towards a Roadmap for Software Engineering for Responsible AI within the CAIN 2022-track
Committee Member in Industrial Track Committee within the CAIN 2022-track
ASE 2021 Author of Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph within the Research Papers-track
ECSA 2021 Author of A Reference Architecture for Federated Learning Systems within the Research Papers-track
ESEC/FSE 2021 Author of KGAMD: An API-Misuse Detector Driven by Fine-Grained API-Constraint Knowledge Graph within the Demonstrations-track
Second Blockchain Software Engineering Workshop Committee Member in Track committees within the Second Blockchain Software Engineering Workshop-track
ICSE 2021 Author of Wireframe-based UI Design Search through Image Autoencoder within the Journal-First Papers-track
WAIN'21 Committee Member in Program Committee within the WAIN'21-track
ESEC/FSE 2020 Author of Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination? within the Research Papers-track
ASE 2020 Author of API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph within the Research Papers-track
ICSE 2020 Author of Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning within the Technical Papers-track
Committee Member in Program Committee within the Doctoral Symposium-track
Author of Seenomaly: Vision-Based Linting of GUI Animation Effects Against Design-Don’t Guidelines within the Technical Papers-track