Graph Modelling Scholarship 2027 offers two fully funded international PhD scholarships to join the ARC-funded project “Generative Graph Modelling for Anomaly Detection”, supporting research in graph anomaly detection and aiming for high-quality outcomes in data mining and machine learning venues.
The scholarship is offered by Macquarie University and is funded by the Australian Research Council (ARC). Successful candidates will undertake a direct entry three-year PhD, receive a tuition fee offset and a living allowance stipend, and work under supervision within the university’s Information Technologies research area.
Graph Modelling Scholarship Benefits
- A two fully funded international PhD scholarships
- A tuition fee offset/scholarship
- A living allowance stipend.
- The value of each stipend scholarship is $40,900 per annum (full time, indexed) for three years.
Graph Modelling Scholarship Eligibility Criteria
- Strong foundations in graph-based mining and learning.
- Solid mathematical training.
- Hands-on research experience.
How to Apply for Graph Modelling Scholarship
- Before submitting your application, submit an expression of interest (EOI) to Professor Jia Wu at [email protected].
- A detailed CV, including a full educational background and a complete list of publications
- Your official Master’s academic transcript
- Your Master’s thesis report and evaluation result/grade
- Your official English language test results. See English language admission requirements: https://www.mq.edu.au/__data/assets/pdf_file/0017/1305152/Schedule-1-English-Language-Admission-Requirements-for-Graduate-Research-Courses.pdf.
Frequently Asked Questions (FAQs)
Here are the most frequently asked questions about the Graph Modelling Scholarship. These answers cover eligibility, benefits, deadlines, and how to apply based on the official Macquarie University listing.
What is the Generative Graph Modelling for Anomaly Detection scholarship?
The scholarship funds research in generative graph modelling for anomaly detection as part of an ARC-funded project. Macquarie University is offering two fully funded international PhD scholarships to support research producing theoretical and empirical contributions targeted at leading venues in data mining, machine learning and AI.
How many scholarships are available and who funds them?
There are two fully funded international PhD scholarships available for this project. The research project and scholarships are funded by the Australian Research Council (ARC) and offered through Macquarie University’s PhD program in Information Technologies.
What is the stipend value and duration of the scholarship?
Each stipend scholarship has a value of $40,900 per annum (full time, indexed). The scholarship supports a direct entry three-year PhD program, with the stipend amount stated as the 2026 rate.
Who is eligible to apply for this scholarship?
The program seeks self-motivated, research-oriented candidates with strong foundations in graph-based mining and learning, solid mathematical training, and hands-on research experience. The scholarship is available to eligible candidates for direct entry into a three-year PhD program.
What are the key research targets and publication venues?
The research aims to develop novel generative approaches for graph-structured data and anomaly detection, producing outputs for top venues listed by the project, including KDD, ICDM, WWW, IJCAI, AAAI, ICLR, NeurIPS, EMNLP, ACL, TKDE, TNNLS, and TPAMI.
What documents should I include in my expression of interest (EOI)?
Your EOI should include a detailed CV with full educational background and publications list, your official Master’s academic transcript, your Master’s thesis report and evaluation result/grade, and your official English language test results as per Macquarie University’s English language admission requirements.
How do I submit my expression of interest?
Before applying, submit an EOI to Professor Jia Wu at [email protected]. The EOI must contain the documents listed by the program and follow the guidance on English language admission requirements linked on the scholarship page.
When is the application deadline?
Applications close on 31 October 2026, as stated in the key details of the scholarship listing. Interested applicants should submit their EOI and follow application processes ahead of this date.
What course and student type is this scholarship for?
The scholarship is for direct entry into a PhD course in the Information Technologies area. The listing specifies the student type as international, indicating these scholarships target international candidates.
Who can I contact for more information about the scholarship?
Contact Professor Jia Wu for enquiries at [email protected] as listed on the scholarship page. The Macquarie University scholarship listing also includes links and references to further application and admission information.
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