Research output per year
Research output per year
Personal profile
Biography
I’m a postdoctoral research fellow in the Faculty of IT, Monash University. I obtained my PhD from Monash in 2019. I’m interested in statistical machine learning, especially Bayesian modelling and inference with deep learning. My personal website is https://ethanhezhao.github.io.
Research area keywords
- Bayesian Statistics
- Machine Learning
- Deep Generative Models
Research output
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Improving adversarial robustness by enforcing local and global compactness
Bui, A., Le, T., Zhao, H., Montague, P., deVel, O., Abraham, T. & Phung, D., 2020, Computer Vision – ECCV 2020 : 16th European Conference Glasgow, UK, August 23–28, 2020 Proceedings, Part XXVII. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Cham Switzerland : Springer, p. 209-223 15 p. (Lecture Notes in Computer Science ; vol. 12372 ).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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SummPip: unsupervised multi-document Summarization with sentence graph compression
Zhao, J., Liu, M., Gao, L., Jin, Y., Du, L., Zhao, H., Zhang, H. & Haffari, G., 2020, Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Kamps, J., Murdock, V. & Wen, J-R. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1949-1952 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Variational autoencoders for sparse and overdispersed discrete data
Zhao, H., Rai, P., Du, L., Buntine, W., Phung, D. & Zhou, M., 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. Chiappa, S. & Calandra, R. (eds.). Proceedings of Machine Learning Research (PMLR), Vol. 108. p. 1684-1694 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Leveraging external information in topic modelling
Zhao, H., Du, L., Buntine, W. & Liu, G., 2019, In : Knowledge and Information Systems. 61, 2, p. 661-693 33 p.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus) -
Leveraging meta information in short text aggregation
Zhao, H., Du, L., Liu, G. & Buntine, W., Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Korhonen, A., Traum, D. & Màrquez, L. (eds.). Florence Italy: Association for Computational Linguistics (ACL), p. 4042-4049 8 p. P19-1396Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile
Activities
- 9 Peer review responsibility
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AAAI Conference on Artificial Intelligence (Event)
He Zhao (Peer reviewer)
2019Activity: Publication peer-review and editorial work types › Peer review responsibility
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International Conference on Learning Representations 2019 (Event)
He Zhao (Peer reviewer)
2019Activity: Publication peer-review and editorial work types › Peer review responsibility
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IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
He Zhao (Peer reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review responsibility
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Asian Conference on Machine Learning (Event)
He Zhao (Peer reviewer)
2018 → 2019Activity: Publication peer-review and editorial work types › Peer review responsibility
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Advances in Neural Information Processing Systems (Event)
He Zhao (Peer reviewer)
2018 → 2019Activity: Publication peer-review and editorial work types › Peer review responsibility