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He Zhao
He Zhao
CSIRO's Data61
Verified email at data61.csiro.au - Homepage
Title
Cited by
Cited by
Year
Topic Modelling Meets Deep Neural Networks: A Survey
H Zhao, D Phung, V Huynh, Y Jin, L Du, W Buntine
Thirtieth International Joint Conference on Artificial Intelligence (IJCAI …, 2021
1342021
Summpip: Unsupervised multi-document summarization with sentence graph compression
J Zhao, M Liu, L Gao, Y Jin, L Du, H Zhao, H Zhang, G Haffari
Proceedings of the 43rd international acm sigir conference on research and …, 2020
582020
NEURAL TOPIC MODEL VIA OPTIMAL TRANSPORT
H Zhao, D Phung, V Huynh, T Le, W Buntine
International Conference on Learning Representations, 2021
562021
Leveraging node attributes for incomplete relational data
H Zhao, L Du, W Buntine
International conference on machine learning, 4072-4081, 2017
552017
MetaLDA: A topic model that efficiently incorporates meta information
H Zhao, L Du, W Buntine, G Liu
2017 IEEE international conference on data mining (ICDM), 635-644, 2017
522017
Most: Multi-source domain adaptation via optimal transport for student-teacher learning
T Nguyen, T Le, H Zhao, QH Tran, T Nguyen, D Phung
Uncertainty in Artificial Intelligence, 225-235, 2021
472021
A new method based on PSR and EA-GMDH for host load prediction in cloud computing system
Q Yang, C Peng, H Zhao, Y Yu, Y Zhou, Z Wang, S Du
The Journal of Supercomputing 68, 1402-1417, 2014
472014
A word embeddings informed focused topic model
H Zhao, L Du, W Buntine
Asian conference on machine learning, 423-438, 2017
422017
Dirichlet belief networks for topic structure learning
H Zhao, L Du, W Buntine, M Zhou
Advances in neural information processing systems, 7966--7977, 2018
40*2018
A Unified Wasserstein Distributional Robustness Framework for Adversarial Training
TA Bui, T Le, Q Tran, H Zhao, D Phung
International Conference on Learning Representations, 2022
342022
Social TV analytics: A novel paradigm to transform TV watching experience
H Hu, J Huang, H Zhao, Y Wen, CW Chen, TS Chua
Proceedings of the 5th ACM Multimedia Systems Conference, 172-175, 2014
312014
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings
D Wang, D Guo, H Zhao, H Zheng, K Tanwisuth, B Chen, M Zhou
International Conference on Learning Representations, 2022
302022
Contrastively enforcing distinctiveness for multi-label image classification
SD Dao, H Zhao, D Phung, J Cai
Neurocomputing 555, 126605, 2023
27*2023
Improving adversarial robustness by enforcing local and global compactness
A Bui, T Le, H Zhao, P Montague, O deVel, T Abraham, D Phung
European Conference on Computer Vision, 209-223, 2020
262020
Otlda: A geometry-aware optimal transport approach for topic modeling
V Huynh, H Zhao, D Phung
Advances in Neural Information Processing Systems 33, 18573-18582, 2020
242020
Leveraging external information in topic modelling
H Zhao, L Du, W Buntine, G Liu
Knowledge and Information Systems 61, 661-693, 2019
222019
Inter and intra topic structure learning with word embeddings
H Zhao, L Du, W Buntine, M Zhou
International Conference on Machine Learning, 5892-5901, 2018
222018
Variational autoencoders for sparse and overdispersed discrete data
H Zhao, P Rai, L Du, W Buntine, D Phung, M Zhou
International conference on artificial intelligence and statistics, 1684-1694, 2020
192020
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport
D Guo, L Tian, H Zhao, M Zhou, H Zha
NeurIPS 2022, 2022
182022
Understanding and achieving efficient robustness with adversarial supervised contrastive learning
A Bui, T Le, H Zhao, P Montague, S Camtepe, D Phung
arXiv preprint arXiv:2101.10027, 2021
172021
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