Shirui Pan
Shirui Pan
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TrustAGI Lab
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Yixin Liu
PhD Student @ Monash (01/2021-)
Monash University
Faculty of IT
Interests
Artificial Intelligence
Machine Learning
Education
M.S in Aeronautical Engineering, 2020
Beihang University
B.S in Engineering Mechanics, 2017
Beihang University
Latest
GOODAT: Towards Test-time Graph Out-of-Distribution Detection
Towards Self-Interpretable Graph-Level Anomaly Detection
Learning Strong Graph Neural Networks with Weak Information
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection
Graph self-supervised learning: A survey
Towards Unsupervised Deep Graph Structure Learning
Anomaly Detection in Dynamic Graphs via Transformer
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning
Cyclic label propagation for graph semi-supervised learning
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
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