Lingyuan Meng
National University of Defense Technology(CN)
Publications by Year
Research Areas
Seismology and Earthquake Studies, Advanced Graph Neural Networks, Earthquake Detection and Analysis, Topic Modeling, earthquake and tectonic studies
Most-Cited Works
- → A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal(2024)184 cited
- → Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning(2023)90 cited
- → TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification(2023)29 cited
- → Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning(2024)23 cited
- → Mixed Graph Contrastive Network for Semi-supervised Node Classification(2024)20 cited
- → SARF: Aliasing Relation–Assisted Self-Supervised Learning for Few-Shot Relation Reasoning(2024)18 cited
- → From Concrete to Abstract: Multi-View Clustering on Relational Knowledge(2025)17 cited
- → MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion(2024)10 cited
- → Multiview Temporal Graph Clustering(2025)7 cited
- → Eyes on Islanded Nodes: Better Reasoning via Structure Augmentation and Feature Co-Training on Bi-Level Knowledge Graphs(2025)1 cited