(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.
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)
Seminar
Red Hill
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