Scholar
Shirui Pan
Google Scholar ID: frWRJN4AAAAJ
Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith University
Data Mining
Machine Learning
Graph Neural Networks
Trustworthy AI
Time Series
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Citations & Impact
All-time
Citations
46,057
H-index
76
i10-index
279
Publications
20
Co-authors
53
list available
Publications
110 items
Is Real-World Training Data Necessary for Generalist Graph Anomaly Detection?
2026
Cited
0
Spotter: Let the Embodied Model Lead, and the VLM Reflect for It
2026
Cited
0
HyperReCo: Retrieving and Connecting Evidence with Hypergraph Neural Networks for LLM Multi-hop Reasoning
2026
Cited
0
TimeInteract: Towards Real-Time Interactive Intelligence for Streaming Time Series
2026
Cited
0
MixGuard: Towards Detecting and Understanding Mixer Laundering on Ethereum
2026
Cited
0
Temporal Memory-Aware Online Test-Time Adaptation on Dynamic Graphs
2026
Cited
0
PaSta: Noisy Node Classification with Partial Label Learning
2026
Cited
0
EarthVerse: Benchmarking Scientific Agents Across Dynamic Earth Systems and Natural Hazards
2026
Cited
0
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Co-authors
19 total
Chengqi Zhang
Chair Professor of Artificial Intelligence
Guodong Long
Associate Professor, Faculty of Engineering and IT, University of Technology Sydney
Philip S. Yu
Professor of Computer Science, University of Illinons at Chicago
Xingquan (Hill) Zhu
IEEE Fellow, Dept. of Electrical Eng. and Comp. Science, Florida Atlantic University
Ming Jin
Assistant Professor, School of ICT, Griffith University
Chuan Zhou
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Jia Wu
Associate Professor, School of Computing, Macquarie University, Sydney, Australia
Yixin Liu
Research Fellow, School of ICT, Griffith University