Xiangyu Zhao
Xiangyu Zhao
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Self-Supervised Learning
Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration
We propose GraphAC (Graph Adversarial Collaboration) – a conceptually novel, principled, task-agnostic, and stable framework for evaluating GNNs through contrastive self-supervision, without the need of handcrafted augmentations.
Xiangyu Zhao
,
Hannes Stärk
,
Dominique Beaini
,
Yiren Zhao
,
Pietro Liò
Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration
Master’s Dissertation Presentation.
8 Jun 2022 9:10 AM — 1:00 PM
Computer Laboratory, University of Cambridge
Xiangyu Zhao
Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration
Master’s Dissertation supervised by
Prof Pietro Liò
,
Dr Dominique Beaini
and
Hannes Stärk
.
Xiangyu Zhao
,
Hannes Stärk
,
Dominique Beaini
,
Yiren Zhao
,
Pietro Liò
27 May 2022
Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration
Master’s Dissertation supervised by
Prof Pietro Liò
,
Dr Dominique Beaini
and
Hannes Stärk
.
Xiangyu Zhao
,
Hannes Stärk
,
Dominique Beaini
,
Yiren Zhao
,
Pietro Liò
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