(Click here to jump down to Conference Presentations; Group Activities)
Date/Time: 2-3pm Thursdays
Venue: Board room 4.15, Hanna Neumann Building, ANU campus.
SIGMOD 2024
Hierarchical Cut Labelling - Scaling Up Distance Queries on Road Networks (Poster) (Slides)
ICML 2023
Local Vertex Colouring Graph Neural Networks (Poster) (Slides)
ICLR 2023
N-WL: A New Hierarchy of Expressivity for Graph Neural Networks (Poster) (Slides)
AAAI 2023 - Oral
Restructuring Graphs for Higher Homophily via Adaptive Spectral Clustering (Slides)
SIGMOD 2022
BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale (Slides):
ICLR 2022 - Oral
A New Perspective on “How Graph Neural Networks Go Beyond Weisfeiler-Lehman? (Poster) (Slides)
SIGMOD 2021
Query-by-Sketch: Scaling Shortest Path Graph Queries on Very Large Networks (Slides):
ICDM 2020
ErGAN: Generative Adversarial Networks for Entity Resolution (Slides)
SIGIR 2019
Knowledge Tracing with Sequential Key-Value Memory Networks (Slides)
NeurIPS 2019
Geometric Deep Learning Techniques on Graphs (Slides)
ICDM 2019
Learning To Sample: an Active Learning Framework (Slides)
EDBT 2019
A Highly Scalable Labelling Approach for Exact Distance Queries in Complex Networks (Slides)
Seminar
Red Hill
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