Research output per year
Research output per year
Dr, MEng HUST (China), PhD Newcastle(NSW)
The University of Western Australia (M002), 35 Stirling Highway,
6009 Perth
Australia
Dr Liu received her PhD from the University of Newcastle, Australia in 2003. She is now a full time teaching & research academic in the Department of Computer Science and Software Engineering at the University of Western Australia. She leads the UWA Centre for Natural and Technical Language Processing, with research effort focusing on knowledge discovery from natural language text (NLP), generative AI, LLM-based semantic technologies, deep learning methods for knowledge graph construction and analysis, as well as sequential data mining and forecasting. Her recent work includes training machine learning models from fusing multi-modality heterogeneous data, and neural-symbolic computation with human-in-the-loop. Her industry-related research projects include knowledge graph refinement for geological survey reports, technical language processing on maintenance work orders, incident/safety log analysis and visualization, short-term traffic prediction, and clinical data integration and analysis in ophthalmology.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Conference article › peer-review
Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Liu, W. (Investigator 01)
29/07/24 → 29/07/26
Project: Research
Fiorentini, M. (Investigator 01), Parbhakar-Fox, A. (Investigator 02), Spandler, C. (Investigator 03), Mavrogenes, J. (Investigator 04), Holden, E.-J. (Investigator 05), Kemp, T. (Investigator 06), Suvorova, A. (Investigator 07), Santini, T. (Investigator 08), Karrech, A. (Investigator 09), Liu, W. (Investigator 10), Berry, A. (Investigator 11), Yaxley, G. (Investigator 12), McGee, L. (Investigator 13) & Villa Gomez, D. (Investigator 14)
ARC Australian Research Council
1/05/24 → 30/06/29
Project: Research
Liu, W. (Investigator 01), Han, C. (Investigator 02), Horrocks, T. (Investigator 03) & Holden, E.-J. (Investigator 04)
Minerals Research Institute of Western Australia
1/04/24 → 31/03/26
Project: Research
Rohl, A. (Investigator 01), Small, M. (Investigator 02), Hodkiewicz, M. (Investigator 03), Loxton, R. (Investigator 04), O'Halloran, K. (Investigator 05), Tan, T. (Investigator 06), Calo, V. (Investigator 07), Reynolds, M. (Investigator 08), Liu, W. (Investigator 09), While, R. (Investigator 10), French, T. (Investigator 11), Cripps, E. (Investigator 12), Cardell-Oliver, R. (Investigator 13) & Correa, D. (Investigator 14)
ARC Australian Research Council
1/01/19 → 31/12/25
Project: Research
Clark, P. (Investigator 01), Liu, W. (Investigator 02) & Bennamoun, M. (Investigator 03)
2/05/22 → 30/04/23
Project: Research
Liu, W. (Recipient), Sun, P. (Recipient), Luo, Y. (Recipient), Li, S. (Recipient) & Zhang, W. (Recipient), 16 Nov 2024
Prize
Liu, W. (Recipient), Li, J. (Recipient) & Sun, P. (Recipient), 6 Sept 2023
Prize: Award
Sharif, N. (Recipient), White, L. (Recipient), Bennamoun, M. (Recipient), Liu, W. (Recipient) & Shah, S. A. (Recipient), 2 Dec 2020
Prize: Award
Liu, W. (Recipient), Stewart, M. (Recipient) & Enkhsaikhan, M. (Recipient), 10 Nov 2020
Prize