Shirui Pan

机构：Griffith University · ORCID：0000-0003-0794-527X

发表论文 548 篇 · 总被引 27039 次 · h-index 70

代表论文

• Graph Neural Networks for Graphs With Heterophily: A Survey (2026 · IEEE Transactions on Knowledge and Data Engineering · 被引 96)
• Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook (2026 · ACM Computing Surveys · 被引 35)
• A Survey on Diffusion Models for Time Series and Spatio-Temporal Data (2025 · ACM Computing Surveys · 被引 20)
• Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction (2026 · 被引 2)
• Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects (2026 · IEEE Intelligent Systems · 被引 2)
• negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification (2026 · 被引 1)