Contact details +64 (09) 414 0800

Dr Feng Hou

Postdoctoral Fellow - Natural Language Processing

School of Natural and Computational Sciences

Research Projects

Summary of Research Projects

Position Current Completed
Project Leader 1 0

Research Outputs

Journal

Hou, F., Wang, R., & Zhou, Y. (2021). Transfer learning for fine-grained entity typing. Knowledge and Information Systems. 63(4), 845-866
[Journal article]Authored by: Hou, F., Wang, R.
Ji, W., Pang, Y., Jia, X., Wang, Z., Hou, F., Song, B., . . . Wang, R. (2021). Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 11(3)
[Journal article]Authored by: Hou, F., Wang, R.

Conference

Qiu, Y., Wang, R., Singh, S., Ma, Z., & Hou, F.Self-supervised learning based phone-fortified speech enhancement. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. (pp. 2793 - 2797). 2308-457X.
[Conference]Authored by: Hou, F.
Hou, F., Wang, R., He, J., & Zhou, Y. (2020). improving entity linking through semantic reinforced entity embeddings. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.
[Conference Paper in Published Proceedings]Authored by: Hou, F.
Li, X., Wu, Y., Zhang, W., Wang, R., & Hou, F.Deep learning methods in real-time image super-resolution: a survey. Journal of Real-Time Image Processing. 17 (6)(pp. 1885 - 1909). 1861-8200.
[Conference]Authored by: Hou, F., Wang, R.

Teaching and Supervision

Summary of Doctoral Supervision

Position Current Completed
Co-supervisor 3 0

Current Doctoral Supervision

Co-supervisor of:

  • Yuan Gao - Doctor of Philosophy
    Novel Approaches for Māori-English Machine Translation
  • Yuanhang Qiu - Doctor of Philosophy
    Deep Learning for Speech Enhancement
  • Satwinder Singh Satwinder Singh - Doctor of Philosophy
    End-to-End Automatic Speech Recognition for Low Resource Tonal Languages