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Contact


Email

ling.luo@unimelb.edu.au

Credentials


Position
Senior Lecturer
School of Computing and Information Systems
Education
Doctorate
University of Sydney
Bachelors Degree (Honours)
University of Sydney
ORCID

0000-0002-1363-8308

Dr Ling Luo

Senior Lecturer
School of Computing and Information Systems

51 Scholarly works
3 Projects

HIGHLIGHTS

  • 2025

    Research grants (other domestic)

    Machine Learning for Identification of Patient Ventilator Asynchrony
  • 2025

    Research grants (other domestic)

    Dynamic User Behaviour Modelling for Personalised Recommendations
  • 2024

    Conference Proceedings

    ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
    DOI: 10.1145/3637528.3671862
  • 2024

    Journal article

    Unsupervised Domain-Agnostic Fake News Detection Using Multi-Modal Weak Signals
    DOI: 10.1109/TKDE.2024.3392788
  • 2023

    Journal article

    Dynamic customer segmentation via hierarchical fragmentation-coagulation processes
    DOI: 10.1007/s10994-022-06276-8
  • 2022

    Research grants (ARC, NHMRC, MRFF)

    ARC Research Hub for Digital Bioprocess Development
  • 2021

    Conference Proceedings

    Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
    DOI: 10.1609/aaai.v35i1.16134
Ling Luo

Latest Honours,
Awards and Fellowships


2019
Springer Theses Award - internationally top-ranked research institutes select their best thesis annually for publication in this series. Springer
2017
Google PhD Fellowship - Google offers the PhD fellowship to outstanding students doing exceptional research in computer science. Google
2013
Australian Postgraduate Awards - attract top quality postgraduate students to undertake research project. Department of Innovation, Industry, Science and Research

RECENT SCHOLARLY WORKS

  • 2026

    Journal article

    Transmembrane pressure evolution during constant flux SPTFF – a comparison of two proteins
    DOI: 10.1016/j.memsci.2026.125541
  • 2026

    Journal article

    Language-Grounded Co-evolution of Opinions and Ties: Paired Rewiring with Large Language Model Agents
    DOI: 10.1609/icwsm.v20i1.42677
  • 2026

    Conference Proceedings

    Improving Emergency Department Decision-Making Through High-Cardinality Feature Integration
    DOI: 10.1007/978-3-032-10685-8_9
  • 2026

    Book Chapter

    Efficient Selection of Low-Fidelity Data for Multi-fidelity Surrogate Models
    DOI: 10.1007/978-981-95-7072-0_32
  • 2026

    Conference Proceedings

    Order-Aware Metric Learning for Electronic Health Records Applications
    DOI: 10.5220/0014316000004070
  • 2026

    Conference Proceedings

    SegPPMTS: Unsupervised Segmentation for Pseudo-periodic Medical Time Series
    DOI: 10.1007/978-981-92-1300-9_46
  • 2025

    Journal article

    Breathing Cycle-Aware Segmentation for Patient-Ventilator Asynchrony Detection
    DOI: 10.1109/JBHI.2025.3619269
  • 2025

    Conference Proceedings

    Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability
    DOI: 10.1145/3746252.3760992

Acknowledgement of Country

We acknowledge Aboriginal and Torres Strait Islander people as the Traditional Owners of the unceded lands on which we work, learn and live. We pay respect to Elders past, present and future, and acknowledge the importance of Indigenous knowledge in the Academy.

Read about our Indigenous priorities

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Phone: 13 MELB ( 13 6352)

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