(Click here to jump down to Conference Presentations; Group Activities)

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Weekly Presentation Sessions

Date/Time: 2-3pm Thursdays

Venue: Board room 4.15, Hanna Neumann Building, ANU campus.

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Conference Presentations

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)

 

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Group Activities