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Delvin Ce Zhang
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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
272020
Dynamic topic models for temporal document networks
DC Zhang, H Lauw
International Conference on Machine Learning, 26281-26292, 2022
132022
Variational graph author topic modeling
DC Zhang, HW Lauw
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
122022
Semi-supervised semantic visualization for networked documents
DC Zhang, HW Lauw
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
72021
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
42024
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
42023
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
42022
Topic Modeling on Document Networks with Dirichlet Optimal Transport Barycenter
DC Zhang, HW Lauw
IEEE Transactions on Knowledge and Data Engineering, 2023
22023
Topic modeling for multi-aspect listwise comparisons
DC Zhang, HW Lauw
Proceedings of the 30th ACM International Conference on Information …, 2021
22021
Representation Learning on Multi-layered Heterogeneous Network
DC Zhang, HW Lauw
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
22021
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
12024
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
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