Shihui Ying

机构：Shanghai University, Shanghai University of Engineering Science · ORCID：0000-0001-9423-0146

发表论文 184 篇 · 总被引 3672 次 · h-index 30

代表论文

• Hyper-RAG: combating LLM hallucinations using hypergraph-driven retrieval-augmented generation (2026 · Nature Communications · 被引 6)
• Kernelized Hypergraph Neural Networks (2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 5)
• Self-Supervised Hypergraph Training Framework via Structure-Aware Learning (2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 3)
• Multi-View Spectral Clustering on the Grassmannian Manifold With Hypergraph Representation (2025 · IEEE Transactions on Big Data · 被引 3)
• Knowledge-Embedded Hypergraph Neural Networks (2026 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 1)
• MSAFed: Generalized Multi-Stage and Adaptive Federated Learning for Test-Time Medical Segmentation (2025 · IEEE Journal of Biomedical and Health Informatics · 被引 1)