Lingyuan Meng

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal

Ke Liang, Lingyuan Meng, Meng Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 172 citations

Artificial Intelligence, Engineering, Knowledge-based Reasoning +22

Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning

Ke Liang, Lingyuan Meng, Meng Liu et al. · 2023 · 87 citations

Engineering, Periodic Events, Knowledge-based Reasoning +21

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification

Meng Liu, Ke Liang, Dayu Hu et al. · 2023 · 29 citations · Full text

Engineering, Machine Learning, Graph Signal Processing +17

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning

Ke Liang, Lingyuan Meng, Yue Liu et al. · 2024 · 21 citations

Mixed Graph Contrastive Network for Semi-supervised Node Classification

Xihong Yang, Yiqi Wang, Yue Liu et al. · ACM Transactions on Knowledge Discovery from Data · 2024 · 20 citations · Full text

Geometric Learning, Semi-supervised Node Classification, Graph Representation Learning +17