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
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Citations
46,057
H-index
76
i10-index
279
Publications
20
Co-authors
53
list available
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Publications
105 items
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
FlowShield: cryptocurrency anti-money laundering with transaction semantics parsing and fund flow tracking
2026
Cited
0
NICE: Scale-Stable Perturbations for Graph Neural Network Explanations via Noise Corruption
2026
Cited
0
Tracing Provenance and Detecting Tampering with Complementary LLM Watermarks
2026
Cited
0
CORE: In-Context Reconstruction for Unified Tabular Anomaly Detection
2026
Cited
0
Towards Anomaly Detection on Relational Data
2026
Cited
0
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Resume (English only)
Co-authors
53 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