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 | 26 | 2020 |
Dynamic topic models for temporal document networks DC Zhang, H Lauw International Conference on Machine Learning, 26281-26292, 2022 | 11 | 2022 |
Variational graph author topic modeling DC Zhang, HW Lauw Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 9 | 2022 |
Semi-supervised semantic visualization for networked documents DC Zhang, HW Lauw Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 6 | 2021 |
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 |
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 | 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 |
Topic Modeling on Document Networks with Dirichlet Optimal Transport Barycenter DC Zhang, HW Lauw IEEE Transactions on Knowledge and Data Engineering, 2023 | 1 | 2023 |
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 | | 2024 |