Yixin Liu

机构：Griffith University · ORCID：0000-0002-4309-5076

发表论文 128 篇 · 总被引 3190 次 · h-index 20

代表论文

• Graph Neural Networks for Graphs With Heterophily: A Survey (2026 · IEEE Transactions on Knowledge and Data Engineering · 被引 108)
• mRNA Vaccines: Current Applications and Future Directions (2025 · MedComm · 被引 17)
• A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection (2025 · Proceedings of the AAAI Conference on Artificial Intelligence · 被引 15)
• Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach (2025 · IEEE Transactions on Neural Networks and Learning Systems · 被引 11)
• MMVU: Measuring Expert-Level Multi-Discipline Video Understanding (2025 · 被引 7)
• Biomimetic mineralization of alkaline phosphatase and horseradish peroxidase utilizing ultrastable Uio-66-F4 for rapid colorimetric detection of organophosphorus pesticide (2025 · Food Chemistry · 被引 5)