Graph Modelling Scholarship 2027 in Australia

Graph Modelling Scholarship 2027 in Australia

PhD

Selected courses offered by the university

Last Date 31 October 2026

Graph Modelling Scholarship 2027 in Australia | Fully Funded PhD

The Graph Modelling Scholarship 2027 in Australia offers an opportunity for international students to undertake a fully funded PhD at Macquarie University. The scholarship is part of an Australian Research Council (ARC)-funded research project titled “Generative Graph Modelling for Anomaly Detection.” The project focuses on developing new methods for analysing complex graph-structured data and identifying rare or evolving anomalies.

Macquarie University is offering two fully funded international PhD scholarships for candidates with strong backgrounds in graph-based learning, mathematics and research. The scholarship provides a tuition fee offset and an annual living stipend of AUD 40,900 per year at the 2026 rate for up to three years. Applications close on October 31, 2026.

Graph Modelling Scholarship 2027 Overview

The scholarship is available for direct entry into a three-year PhD program. Successful candidates will join research focused on graph anomaly detection and contribute to work spanning machine learning, data mining, and artificial intelligence.

About the Generative Graph Modelling Research Project

The research project aims to create generative approaches for modelling complex graph-structured data and detecting unusual patterns within these networks. Graph data is widely used to represent relationships between entities, making graph modelling important in areas such as social networks, recommendation systems, cybersecurity, knowledge graphs and artificial intelligence.

The project will investigate methods for detecting rare and changing anomalies while contributing both theoretical and practical advances to graph mining and machine learning. The research is expected to target leading conferences and journals in areas including data mining, artificial intelligence and natural language processing.

Candidates may work on topics connected with graph anomaly detection, graph neural networks, graph mining, graph machine learning and related AI techniques.

Scholarship Benefits

The Macquarie University Graph Modelling Scholarship provides substantial financial support for selected international PhD researchers.

The scholarship includes:

• AUD 40,900 annual living stipend at the 2026 rate

• Tuition fee scholarship/offset

• Full-time PhD support for up to three years

• International student eligibility

• Opportunity to work on an ARC-funded research project

• Research experience in artificial intelligence and graph-based machine learning

The stipend is indexed, meaning the value may be adjusted in future years according to the applicable scholarship conditions.

The combination of tuition support and living allowance makes the opportunity suitable for international researchers looking for doctoral funding in Australia.

Who Can Apply?

The scholarship is intended for international candidates seeking direct entry into a PhD program at Macquarie University. Applicants should have a strong academic and research background relevant to the project.

Macquarie University is specifically looking for candidates with:

• Strong knowledge of graph-based mining and learning

• Solid mathematical training

• Practical research experience

• Interest in machine learning, data mining or artificial intelligence

• Strong research motivation

Potential applicants may come from areas such as computer science, mathematics, business, management, or bioinformatics, provided their academic and research background fits the project.

Research Areas

The scholarship is closely connected with graph-based artificial intelligence and data mining. Potential research directions include:

• Graph anomaly detection

• Graph neural networks

• Graph machine learning

• Graph mining

• Graph explainability

• Dynamic graph mining

• Graph reinforcement learning

• Graph large language models

• Natural language processing

• Deep learning

The specific research topic will depend on the candidate's background and the requirements of the research project.

Required Documents

Before submitting the formal application, interested candidates are required to submit an Expression of Interest (EOI) to Professor Jia Wu.

The EOI should include:

• Detailed CV

• Complete educational background

• List of publications, if applicable

• Official Master's academic transcript

• Master's thesis report

• Master's thesis evaluation or grade

• Official English-language test results

Candidates should ensure that their documents clearly demonstrate their research experience and suitability for graph modelling, machine learning, or related fields.

How to Apply for the Graph Modelling Scholarship?

Applicants should contact Professor Jia Wu before submitting the online PhD application. The initial EOI should be sent to the project supervisor for assessment.

After the EOI stage, suitable candidates can proceed with the university's formal application process. Applicants should review Macquarie University's admission requirements for international PhD candidates and ensure that all required academic and English-language documents are available.

Because this is a research-specific scholarship, applicants should explain their relevant research experience and demonstrate how their background aligns with the project's objectives.

The university recommends contacting the supervisor first, so candidates should not wait until the final deadline to begin the process.

Graph Modelling Scholarship Deadline 2027

The application deadline for the Generative Graph Modelling for Anomaly Detection PhD scholarships is October 31, 2026. Macquarie University is offering two international scholarships under this research project.

Applicants should prepare their EOI and supporting documents well before the closing date because contacting the supervisor is an important part of the application process.

Final Thoughts

The Graph Modelling Scholarship 2027 in Australia is a research-focused opportunity for international students interested in artificial intelligence, graph machine learning, data mining and anomaly detection. The scholarship provides an AUD 40,900 annual stipend and tuition fee support for up to three years, allowing selected PhD researchers to focus on advanced research at Macquarie University.

Candidates with strong mathematical knowledge, graph-based learning experience and research skills may find the project particularly relevant to their academic background. Interested applicants should carefully prepare their CV, Master's documents, and English-language evidence and contact the project supervisor before submitting the formal application.

With only two scholarships available and an October 31, 2026 deadline, applicants should begin preparing their research materials early. Apply Now