(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

ICLR 2023

N-WL: A New Hierarchy of Expressivity for Graph Neural Networks (Poster)

 

AAAI 2023

Restructuring Graphs for Higher Homophily via Adaptive Spectral Clustering (Poster)

SIGMOD 2022

BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale (Slides):

ICLR 2022

A New Perspective on “How Graph Neural Networks Go Beyond Weisfeiler-Lehman? (Oral Video) (Poster Video)

SIGMOD 2021

Query-by-Sketch: Scaling Shortest Path Graph Queries on Very Large Networks (Slides):

EDBT 2021

Efficient Maintenance of Distance Labelling for Incremental Updates in Large Dynamic Graphs (Slides) (Video)

PAKDD 2021

dK-Projection: Publishing Graph Joint degree distribution with Node Differential Privacy (Slides)

ICDM 2020

ErGAN: Generative Adversarial Networks for Entity Resolution (Slides)

PAKDD 2020

dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees (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

Publishing Differentially Private Datasets via Stable Microaggregation (Poster)

A Highly Scalable Labelling Approach for Exact Distance Queries in Complex Networks (Slides)

 

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Group Activities