| Rpt: toward transferable model on heterogeneous researcher data via pre-training Z Qiao, Y Fu, P Wang, M Xiao, Z Ning, D Zhang, Y Du, Y Zhou IEEE Transactions on Big Data 9 (1), 186-199, 2022 | 9 | 2022 |
| Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) Z Qiao, Z Ning, Y Du, Y Zhou Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15871 …, 2021 | 8* | 2021 |
| LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding Z Ning, Z Qiao, H Dong, Y Du, Y Zhou PAKDD 2021, 2021 | 7 | 2021 |
| Needed: Introducing hierarchical transformer to eye diseases diagnosis X Ye, M Xiao, Z Ning, W Dai, W Cui, Y Du, Y Zhou Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 6 | 2023 |
| A dual-channel semi-supervised learning framework on graphs via knowledge transfer and meta-learning Z Qiao, P Wang, P Wang, Z Ning, Y Fu, Y Du, Y Zhou, J Huang, XS Hua, ... ACM Transactions on the Web 18 (2), 1-26, 2024 | 4 | 2024 |
| Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning H Dong*, Z Ning* (equal contribution), P Wang, Z Qiao, P Wang, Y Zhou, ... 2023 International Joint Conference on Artificial Intelligence (IJCAI), 2023 | 4 | 2023 |
| Interdisciplinary fairness in imbalanced research proposal topic inference: A hierarchical transformer-based method with selective interpolation M Xiao, M Wu, Z Qiao, Y Fu, Z Ning, Y Du, Y Zhou arXiv preprint arXiv:2309.01717, 2023 | 3* | 2023 |
| Graph soft-contrastive learning via neighborhood ranking Z Ning, P Wang, P Wang, Z Qiao, W Fan, D Zhang, Y Du, Y Zhou arXiv preprint arXiv:2209.13964, 2022 | 3 | 2022 |
| Temporal inductive path neural network for temporal knowledge graph reasoning H Dong, P Wang, M Xiao, Z Ning, P Wang, Y Zhou Artificial Intelligence 329, 104085, 2024 | 2 | 2024 |
| Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation X Cai, M Xiao, Z Ning, Y Zhou 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1424-1429, 2023 | 2 | 2023 |
| scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding P Xu, Z Ning, M Xiao, G Feng, X Li, Y Zhou, P Wang arXiv preprint arXiv:2404.06167, 2024 | | 2024 |
