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
Contact
No contact links provided.
Publications
80 items
negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification
2026
Cited
0
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
2026
Cited
0
ARES: Scalable and Practical Gradient Inversion Attack in Federated Learning through Activation Recovery
2026
Cited
0
DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning
2026
Cited
0
SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation
2026
Cited
0
DyJR: Preserving Diversity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay
2026
Cited
0
Towards One-for-All Anomaly Detection for Tabular Data
2026
Cited
0
Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases
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
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