| Network representation learning: a survey D Zhang, J Yin, X Zhu, C Zhang IEEE Transactions on Big Data, 2018 | 609 | 2018 |
| Homophily, structure, and content augmented network representation learning D Zhang, J Yin, X Zhu, C Zhang 2016 IEEE 16th International Conference on Data Mining (ICDM), 609-618, 2016 | 117 | 2016 |
| Metagraph2vec: Complex semantic path augmented heterogeneous network embedding D Zhang, J Yin, X Zhu, C Zhang Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 115 | 2018 |
| User profile preserving social network embedding D Zhang, J Yin, X Zhu, C Zhang IJCAI International Joint Conference on Artificial Intelligence, 2017 | 100 | 2017 |
| Collective classification via discriminative matrix factorization on sparsely labeled networks D Zhang, J Yin, X Zhu, C Zhang Proceedings of the 25th ACM International on Conference on Information and …, 2016 | 47 | 2016 |
| Towards unsupervised deep graph structure learning Y Liu, Y Zheng, D Zhang, H Chen, H Peng, S Pan Proceedings of the ACM Web Conference 2022, 1392-1403, 2022 | 40 | 2022 |
| Attributed network embedding via subspace discovery D Zhang, J Yin, X Zhu, C Zhang Data Mining and Knowledge Discovery 33, 1953-1980, 2019 | 38 | 2019 |
| SINE: Scalable Incomplete Network Embedding D Zhang, J Yin, X Zhu, C Zhang 2018 IEEE International Conference on Data Mining (ICDM), 737-746, 2018 | 33 | 2018 |
| Estimating urban functional distributions with semantics preserved POI embedding W Huang, L Cui, M Chen, D Zhang, Y Yao International Journal of Geographical Information Science 36 (10), 1905-1930, 2022 | 16 | 2022 |
| Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating Y Liu, Y Zheng, D Zhang, V Lee, S Pan AAAI Conference on Artificial Intelligence (AAAI), 2023 | 5 | 2023 |
| Learning urban region representations with POIs and hierarchical graph infomax W Huang, D Zhang, G Mai, X Guo, L Cui ISPRS Journal of Photogrammetry and Remote Sensing 196, 134-145, 2023 | 4 | 2023 |
| Search Efficient Binary Network Embedding D Zhang, J Yin, X Zhu, C Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (4), 1-27, 2021 | 3 | 2021 |
| Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Q Ding, D Zhang, J Yin IEEE International Conference on Data Mining (ICDM), 2022 | 2 | 2022 |
| Link Prediction with Contextualized Self-Supervision D Zhang, J Yin, PS Yu IEEE Transactions on Knowledge and Data Engineering, 2022 | 2 | 2022 |
| Tuning the mechanical anisotropy of biphenylene by boron and nitrogen doping X Ren, K Wang, Y Yu, D Zhang, G Zhang, Y Cheng Computational Materials Science 222, 112119, 2023 | 1 | 2023 |
| Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization S Wang, D Zhang, L Cui, X Lu, L Liu, Q Li Database Systems for Advanced Applications: 26th International Conference …, 2021 | 1 | 2021 |
| Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs G Shi, D Zhang, M Jin, S Pan arXiv preprint arXiv:2305.12334, 2023 | | 2023 |
| Sample and Feature Enhanced Few-Shot Knowledge Graph Completion K Zhang, D Zhang, N Liu, Y Yang, Y Xu, Z Yan, H Li, L Cui Database Systems for Advanced Applications: 28th International Conference …, 2023 | | 2023 |
| Spectral Dual-Channel Encoding for Image Dehazing Z Zhu, D Zhang, Z Wang, S Feng, P Duan IEEE Transactions on Circuits and Systems for Video Technology, 2023 | | 2023 |
| Surformer: An Interpretable Pattern-Perceptive Survival Transformer for Cancer Survival Prediction from Histopathology Whole Slide Images Z Wang, Q Gao, XP Yi, X Zhang, Y Zhang, D Zhang, P Liņ, C Bain, ... Available at SSRN 4423682, 2023 | | 2023 |
A/Prof. Jie YinUniversity of SydneyVerified email at sydney.edu.au
