Welcome to Graph Research Lab
We are a research team at the School of Computing, Australian National University. Our overarching research goal is to explore and understand graph-structured data. In today’s real-world applications, graphs are ubiquitously used for representing complex objects and their relationships such as cities in a road network, atoms in a molecule, friendships in social networks, connections in computer networks, and links among web pages. We focus on the following research areas:
- Graph theory and algorithms
- Machine learning on graphs
- Bridging between graph theory and machine learning
Check out our recent research highlights
News
20 June 2022Buddhi will be joining us soon. Welcome!
1 June 2022Congratulations on finishing the PhD journey and starting your postdoc, Farhan!
24 Mar 2022Asiri will be giving his thesis presentation "Geometric Learning on Graph Structured Data" at 11am - 12pm.
10 Mar 2022Xincheng will be joining us within a collaboration between our lab and CSIRO – Welcome Xincheng!
14 Feb 2022Asela will be joining us. Welcome and look forward to seeing you soon in Canberra!
31 Jan 2022Our work on A New Perspective on "How Graph Neural Networks Go Beyond Weisfeiler-Lehman?" is accepted by ICLR 2022 (oral).
27 Jan 2022Masooma will be giving her thesis presentation "Privacy-Preserving Data Publishing" at 11am - 12pm.
18 Jan 2022Masooma's paper "dK-Personalization: Publishing Network Statistics with Personalized Differential Privacy" is accepted by PAKDD 2022.
11 Jan 2022Farhan's work "BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale" is to appear at SIGMOD 2022.