| A survey of knowledge graph reasoning on graph types: Static, dynamic, and multimodal K Liang, L Meng, M Liu, Y Liu, W Tu, S Wang, S Zhou, X Liu, F Sun IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 2022 | 199* | 2022 |
| 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 The 46th international ACM SIGIR conference (SIGIR 2023), 1559-1568, 2023 | 78 | 2023 |
| Deep Temporal Graph Clustering M Liu, Y Liu, K Liang, W Tu, S Wang, S Zhou, X Liu ICLR 2024, Best Paper of 2024 China Computational Power Conference, 2024 | 62 | 2024 |
| Self-supervised temporal graph learning with temporal and structural intensity alignment M Liu, K Liang, Y Zhao, W Tu, S Zhou, X Gan, X Liu, K He IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), 2024 | 55 | 2024 |
| 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 (AAAI 2024) 38 …, 2024 | 42* | 2024 |
| Inductive representation learning in temporal networks via mining neighborhood and community influences M Liu, Y Liu The 44th International ACM SIGIR Conference (SIGIR 2021), 2202-2206, 2021 | 39 | 2021 |
| scDFC: a deep fusion clustering method for single-cell RNA-seq data D Hu, K Liang, S Zhou, W Tu, M Liu, X Liu Briefings in Bioinformatics 24 (4), bbad216, 2023 | 37 | 2023 |
| Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning KE LIANG, L Meng, Y Liu, M Liu, W Wei, S Wang, S Liu, W Tu, X Liu The 32nd ACM International Conference on Multimedia (ACM MM 2024), 1554-1563, 2024 | 34* | 2024 |
| Graph mixup with soft alignments H Ling, Z Jiang, M Liu, S Ji, N Zou International Conference on Machine Learning, 21335-21349, 2023 | 34 | 2023 |
| Reinforcement graph clustering with unknown cluster number Y Liu, K Liang, J Xia, X Yang, S Zhou, M Liu, X Liu, SZ Li The 31st ACM international conference on multimedia (ACM MM 2023), 3528-3537, 2023 | 24 | 2023 |
| A comprehensive review of multimodal large language models: Performance and challenges across different tasks J Wang, H Jiang, Y Liu, C Ma, X Zhang, Y Pan, M Liu, P Gu, S Xia, W Li, ... arXiv preprint arXiv:2408.01319, 2024 | 23 | 2024 |
| Curriculum contrastive learning for fake news detection J Ma, Y Liu, M Liu, M Han CIKM 2022, 4309-4313, 2022 | 22 | 2022 |
| 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 The 31st ACM International Conference on Multimedia (ACM MM 2023), 3365-3374, 2023 | 21 | 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, J Li IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), 2024 | 20 | 2024 |
| Identifying critical test scenarios for lane keeping assistance system using analytic hierarchy process and hierarchical clustering R Song, X Li, X Zhao, M Liu, J Zhou, FY Wang IEEE Transactions on Intelligent Vehicles, 2023 | 20 | 2023 |
| Embedding global and local influences for dynamic graphs M Liu, J Wu, Y Liu CIKM 2022, 4249-4253, 2022 | 19 | 2022 |
| Embedding temporal networks inductively via mining neighborhood and community influences M Liu, ZW Quan, JM Wu, Y Liu, M Han Applied Intelligence 52 (14), 16069-16088, 2022 | 17 | 2022 |
| Multi-modal transformer for fake news detection P Yang, J Ma, Y Liu, M Liu Mathematical Biosciences and Engineering 20 (8), 14699-14717, 2023 | 12 | 2023 |
| GuardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering H Yu, C Ma, M Liu, T Du, M Ding, T Xiang, S Ji, X Liu arXiv preprint arXiv:2306.04984, 2023 | 12 | 2023 |
| A dynamic heterogeneous graph perception network with time-based mini-batch for information diffusion prediction W Fan, M Liu, Y Liu DASFAA 2022, 604-612, 2022 | 12 | 2022 |
Xinwang LiuSenior Member of IEEE and CCF, NUDTE-mailová adresa ověřena na: nudt.edu.cn