| A survey of knowledge graph reasoning on graph types: Static, dynamic, and multi-modal K Liang, L Meng, M Liu, Y Liu, W Tu, S Wang, S Zhou, X Liu, F Sun, K He IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 200* | 2024 |
| Learn from relational correlations and periodic events for temporal knowledge graph reasoning K Liang, L Meng, M Liu, Y Liu, W Tu, S Wang, S Zhou, X Liu Proceedings of the 46th international ACM SIGIR conference on research and …, 2023 | 78 | 2023 |
| Mixed graph contrastive network for semi-supervised node classification X Yang, Y Wang, Y Liu, Y Wen, L Meng, S Zhou, X Liu, E Zhu ACM Transactions on Knowledge Discovery from Data 18 (7), 1-19, 2024 | 32 | 2024 |
| Structure guided multi-modal pre-trained transformer for knowledge graph reasoning K Liang, S Zhou, Y Liu, L Meng, M Liu, X Liu arXiv preprint arXiv:2307.03591, 2023 | 31 | 2023 |
| Mines: Message intercommunication for inductive relation reasoning over neighbor-enhanced subgraphs K Liang, L Meng, S Zhou, W Tu, S Wang, Y Liu, M Liu, L Zhao, X Dong, ... Proceedings of the AAAI conference on artificial intelligence 38 (9), 10645 …, 2024 | 28 | 2024 |
| Tmac: Temporal multi-modal graph learning for acoustic event classification M Liu, K Liang, D Hu, H Yu, Y Liu, L Meng, W Tu, S Zhou, X Liu Proceedings of the 31st ACM international conference on multimedia, 3365-3374, 2023 | 24 | 2023 |
| Sarf: Aliasing relation assisted self-supervised learning for few-shot relation reasoning L Meng, K Liang, B Xiao, S Zhou, Y Liu, M Liu, X Yang, X Liu IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023 | 21 | 2023 |
| Message Intercommunication for Inductive Relation Reasoning K Liang, L Meng, S Zhou, S Wang, W Tu, Y Liu, M Liu, X Liu Proceedings of the 37th AAAI conference on artificial intelligence (AAAI-24), 2023 | 13 | 2023 |
| Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning K Liang, L Meng, Y Liu, M Liu, W Wei, S Liu, W Tu, S Wang, S Zhou, X Liu Proceedings of the 32nd ACM International Conference on Multimedia, 1554-1563, 2024 | 2 | 2024 |
| MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion K Liang, L Meng, H Li, M Liu, S Wang, S Zhou, X Liu, K He IEEE Transactions on Multimedia, 2024 | | 2024 |
| FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph Reasoning L Meng, K Liang, H Yu, Y Liu, S Zhou, M Liu, X Liu IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |
| Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding K Liang, Y Liu, H Li, L Meng, S Liu, S Wang, X Liu The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | | |
Xinwang LiuSenior Member of IEEE and CCF, NUDTVerificeret mail på nudt.edu.cn