| Topic modeling on document networks with adjacent-encoder C Zhang, HW Lauw Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6737-6745, 2020 | 27 | 2020 |
| Dynamic topic models for temporal document networks DC Zhang, H Lauw International Conference on Machine Learning, 26281-26292, 2022 | 13 | 2022 |
| Variational graph author topic modeling DC Zhang, HW Lauw Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 12 | 2022 |
| Semi-supervised semantic visualization for networked documents DC Zhang, HW Lauw Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 7 | 2021 |
| Text-attributed graph representation learning: Methods, applications, and challenges DC Zhang, M Yang, R Ying, HW Lauw Companion Proceedings of the ACM on Web Conference 2024, 1298-1301, 2024 | 4 | 2024 |
| Hyperbolic graph topic modeling network with continuously updated topic tree DC Zhang, R Ying, HW Lauw Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 4 | 2023 |
| Meta-complementing the semantics of short texts in neural topic models DC Zhang, H Lauw Advances in Neural Information Processing Systems 35, 29498-29511, 2022 | 4 | 2022 |
| FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm X Wu, T Nguyen, DC Zhang, WY Wang, AT Luu arXiv preprint arXiv:2405.17978, 2024 | 2 | 2024 |
| Topic Modeling on Document Networks with Dirichlet Optimal Transport Barycenter DC Zhang, HW Lauw IEEE Transactions on Knowledge and Data Engineering, 2023 | 2 | 2023 |
| Topic modeling for multi-aspect listwise comparisons DC Zhang, HW Lauw Proceedings of the 30th ACM International Conference on Information …, 2021 | 2 | 2021 |
| Representation Learning on Multi-layered Heterogeneous Network DC Zhang, HW Lauw Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 2 | 2021 |
| Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic Space M Yang, H Verma, DC Zhang, J Liu, I King, R Ying arXiv preprint arXiv:2407.01290, 2024 | | 2024 |
Hady W. LauwAssociate Professor, School of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
