Liming Zhu

Registered user since Fri 10 May 2019

Name:Liming Zhu
Bio:

I lead the Software and Computational Systems Research Program at Data61, CSIRO. The research program is innovating in the following research areas: big data analytics infrastructure, computational and simulation sciences platforms (including verticals such as satellite/aerial and telescope image processing, VR/AR, high performance visual analytics), secure data platforms, trustworthy systems, distributed systems, business process management, legal informatics/computational law/RegTech, provenance, blockchain/DLT, software ecosystems, software engineering/architecture, DevOps, privacy and cybersecurity.

Data61 is part of The Commonwealth Scientific and Industrial Research Organisation (CSIRO) and Australia’s data/ICT innovation hub. Data61 was formed bringing together CSIRO’s Digital Productivity team and National ICT Australia (NICTA).

I am also a conjoint full professor at School of Computer Science and Engineering, University of New South Wales. I chair Standards Australia’s blockchain and distributed ledger committee.I teach software architecture courses and supervise PhD students at UNSW. I have supervised more than a dozen PhDs as the primary supervisor and co-supervised many more. My personal research interests include:

  • software architecture in enterprise systems and embedded systems
  • dependable and secure distributed systems
  • DevOps, SecDevOps and continuous deployment
  • (big) data analytics infrastructure, data analytics pipelines and data provenance
  • blockchain-driven systems
  • software engineering for machine-learning based systems
  • software ecosystems, multi-sided platforms and Ultra-Large-Scale systems
  • service/cloud engineering and RESTful services
  • Model Driven Development(MDD)
  • business process management
  • system and software development processes and methodologies
  • empirical methods in software engineering
Country:Australia
Affiliation:CSIRO’s Data61; UNSW
Research interests:software architecture, software engineering, distributed systems, data platforms

Contributions

Second Blockchain Software Engineering Workshop Committee Member in Track committees within the Second Blockchain Software Engineering Workshop-track
WAIN'21 Committee Member in Program Committee within the WAIN'21-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
ASE 2020 Author of API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph within the Research Papers-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
ICSE 2021 Author of Wireframe-based UI Design Search through Image Autoencoder within the Journal-First 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