20132019

Research output per year

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Research Output

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Conference Paper
2019

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. P19-1396

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2018

Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences

Zhao, H., Rai, P., Du, L. & Buntine, W., 2018, 2018 Twenty-First International Conference on Artificial Intelligence and Statistics, AISTATS 2018 : 9-11 April 2018, Lanzarote, Canary Islands, Proceedings . Storkey, A. & Perez-Cruz, F. (eds.). USA: Proceedings of Machine Learning Research (PMLR), p. 1943-1951 9 p. (Proceedings of Machine Learning Research; vol. 84).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Dirichlet belief networks for topic structure learning

Zhao, H., Du, L., Buntine, W. & Zhou, M., 2018, NIPS Proceedings: Advances in Neural Information Processing Systems 31 (NIPS 2018). Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N. & Garnett, R. (eds.). San Diego CA USA: Neural Information Processing Systems (NIPS), p. 7966-7977 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2 Citations (Scopus)

Inter and intra topic structure learning with word embeddings

Zhao, H., Du, L., Buntine, W. & Zhou, M., 2018, Proceedings of Machine Learning Research: International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden. Dy, J. & Krause, A. (eds.). Stroudsburg PA USA: Proceedings of Machine Learning Research (PMLR), Vol. 80. p. 5892-5901 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
1 Citation (Scopus)

Supplementary material for "Inter and Intra topic structure learning with word embeddings"

Zhao, H., Du, L., Buntine, W. & Zhou, M., 2018, Proceedings of Machine Learning Research: International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden. Dy, J. & Krause, A. (eds.). Stroudsburg PA USA: International Machine Learning Society (IMLS), Vol. 80. p. 9398-9404 7 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Open Access
File
2017

A Word Embeddings Informed Focused Topic Model

Zhao, H., Du, L. & Buntine, W., 2017, 2017 Ninth Asian Conference on Machine Learning, ACML 2017: 15-17 November 2017, Seoul, Korea, Proceedings. Zhang, M-L. & Noh, Y-K. (eds.). USA: Proceedings of Machine Learning Research (PMLR), p. 423-438 16 p. (Proceedings of Machine Learning Research; vol. 77).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access

Leveraging node attributes for incomplete relational data

Zhao, H., Du, L. & Buntine, W., 6 Aug 2017, 34th International Conference on Machine Learning (ICML 2017): Sydney, Australia - 6-11 August 2017. Precup, D. & Teh, Y. W. (eds.). Stroudsburg PA USA: International Machine Learning Society (IMLS), Vol. 8. p. 6176-6185 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2 Citations (Scopus)

Leveraging node attributes for incomplete relational data

Zhao, H., Du, L. & Buntine, W., 2017, International Conference on Machine Learning, 6-11 August 2017, International Convention Centre, Sydney, Australia. Precup, D. & Teh, Y. W. (eds.). USA: Proceedings of Machine Learning Research (PMLR), p. 4072-4081 10 p. (Proceedings of Machine Learning Research; vol. 70).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

MetaLDA: A topic model that efficiently incorporates meta information

Zhao, H., Du, L., Buntine, W. & Liu, G., 15 Dec 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Raghavan, V., Aluru, S., Karypis, G., Miele, L. & Wu, X. (eds.). Piscataway USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-November. p. 635-644 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

8 Citations (Scopus)
2014

Social TV analytics: a novel paradigm to transform TV watching experience

Hu, H., Huang, J., Zhao, H., Wen, Y., Chen, C. W. & Chua, T. S., 2014, Proceedings of the 5th ACM Multimedia Systems Conference (MMSys ’14). Tsang Ooi, W. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 172-175 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

12 Citations (Scopus)
2013

Cost-aware automatic virtual machine scaling in fine granularity for cloud applications

Zhao, H., Peng, C., Yu, Y., Zhou, Y., Wang, Z. & Du, S., 1 Jan 2013, Proceedings - 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2013. IEEE, Institute of Electrical and Electronics Engineers, p. 109-116 8 p. 6685667. (Proceedings - 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Host load prediction based on PSR and EA-GMDH for cloud computing system

Yang, Q., Peng, C., Yu, Y., Zhao, H., Zhou, Y., Wang, Z. & Du, S., 1 Dec 2013, Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013. IEEE, Institute of Electrical and Electronics Engineers, p. 9-15 7 p. 6686002. (Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

8 Citations (Scopus)