Projects per year
Personal profile
Biography
Dr. Teresa Wang is accepting PhD with scholarship provided: the link to project details. The applicate due date is 25th/Sep.
Dr. Teresa Weiqing Wang is currently a senior lecturer (roughly equivalent to the level of "associate professor" in North American universities) in data science with Faculty of Information Technology, Monash University. She previously worked as a post-doctoral research fellow at Data and Knowledge Engineering (DKE) Group, the University of Queensland, where she also obtained her Ph.D. degree. She obtained both her bachelor degree in Software Engineering and master degree in Computer Science from Nanjing University.
Research interests
Dr. Teresa Wang's current main research interests include entity/user modelling, relational/structural and spatial/temporal machine learning, graph/network construction and analysis, and recommender systems. She is especially interested in social data, eCommerce data, and health/medical data modelling. For more information, please refer to her pages: https://scholar.google.com/citations?user=jCziD10AAAAJ&hl=en and https://wwqnju.bitbucket.io/
Monash teaching commitment
Dr. Teresa Weiqing Wang was the director of Master of Data Science Program and also has the teaching experience for the following unit in the Faculty of IT:
- FIT5201 Machine Learning
- FIT9136 Algorithms and programming foundations in Python
Expertise related to UN Sustainable Development Goals
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):
Education/Academic qualification
Computer Science, Ph.D., Point of Interests Recommendation in Location-Based Social Networks, University of Queensland
2013 → 2017
Award Date: 22 Jun 2017
Computer Science, Master, Nanjing University
2010 → 2013
Award Date: 30 Jun 2013
Software Engineering, Bachelor, Nanjing University
2006 → 2010
Award Date: 30 Jun 2010
Research area keywords
- recommender system
- Spatio-Temporal Data Analysis
- graph mining
- entity modeling
- user modeling
- relation machine learning
- deep learning
- Social Media Analysis
- electronic medical records mining
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CSIRO Next Generation Graduates Program: AI in Mental Health
McNaney, R. (Primary Chief Investigator (PCI)), Olivier, P. (Chief Investigator (CI)), Yap, M. (Chief Investigator (CI)), Cai, J. (Chief Investigator (CI)), Wu, L. (Chief Investigator (CI)), Watterson, J. (Chief Investigator (CI)), Haffari, R. (Partner Investigator (PI)), Qu, L. (Partner Investigator (PI)), Wilson Rajaratnam, S. (Partner Investigator (PI)), Wang, T. (Partner Investigator (PI)), Sharp, G. (Partner Investigator (PI)), Alvarez-Jimenez, M. (Chief Investigator (CI)), D'Alfonso, S. (Chief Investigator (CI)) & Kostakos, V. (Chief Investigator (CI))
Pola Practice Pty Ltd, Crank Group Pty Ltd
5/04/23 → 31/12/27
Project: Research
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Real-time EH&S Intervention to Improve Site Safety (Scoping Study)
Delir Haghighi, P. (Primary Chief Investigator (PCI)), Ens, B. (Primary Chief Investigator (PCI)), Dwyer, T. (Chief Investigator (CI)), Tag, B. (Chief Investigator (CI)), Wang, T. (Chief Investigator (CI)) & Rezatofighi, H. (Chief Investigator (CI))
15/03/23 → 30/06/25
Project: Research
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AI for Clean Energy and Sustainability
Wang, H. (Primary Chief Investigator (PCI)), Jalili, M. (Chief Investigator (CI)), Strengers, Y. (Chief Investigator (CI)), Hill, D. (Chief Investigator (CI)), Razzaghi, R. (Chief Investigator (CI)), Goodwin, S. (Chief Investigator (CI)), Liebman, A. (Associate Investigator (AI)), Pink, S. (Associate Investigator (AI)), Le Bodic, P. (Associate Investigator (AI)), Salehi, M. (Associate Investigator (AI)), Wang, T. (Associate Investigator (AI)), Vered, M. (Associate Investigator (AI)), Rong, J. (Associate Investigator (AI)), George, Y. (Associate Investigator (AI)), Song, H. (Associate Investigator (AI)), Tafakori, L. (Associate Investigator (AI)), Sajjadi, S. (Associate Investigator (AI)), Pourkhanali, A. (Associate Investigator (AI)), Moradiamani, A. (Associate Investigator (AI)) & Kamoona, A. (Associate Investigator (AI))
1/01/23 → 31/12/27
Project: Research
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Large-scale multimodal knowledge management: From organization and user modeling to fast contextual presentation
Gasevic, D. (Primary Chief Investigator (PCI)), Swiecki, Z. (Chief Investigator (CI)), Li, Y.-F. (Chief Investigator (CI)), Haffari, R. (Chief Investigator (CI)), Hayat, M. (Chief Investigator (CI)), Chen, G. (Chief Investigator (CI)), Tsai, Y.-S. (Chief Investigator (CI)), Do, T. (Chief Investigator (CI)), Zhuang, B. (Chief Investigator (CI)) & Wang, T. (Chief Investigator (CI))
2/09/22 → 1/09/25
Project: Research
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HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning
Ke, F., Cai, Z., Jahangard, S., Wang, W., Haghighi, P. D. & Rezatofighi, H., 2025, Computer Vision – ECCV 2024, 18th European Conference Milan, Italy, September 29–October 4, 2024 Proceedings, Part XX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham Switzerland: Springer, p. 132-149 18 p. (Lecture Notes in Computer Science; vol. 15078).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Co-designing a knowledge management tool for educator communities of practice
Fernández-Nieto, G. M., Swiecki, Z., Tsai, Y. S., Sha, L., Wei, Y., Wen, J., Li, Y., Jin, Y., Feraud, I. S., Li, Y. F., Wang, W., Chen, G. & Gasevic, D., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference. Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1970-1990 21 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Generating Faithful and Salient Text from Multimodal Data
Hashem, T., Wang, W., Wijaya, D. T., Ali, E. & Li, Y.-F., 2024, INLG 2024, The 17th International Natural Language Generation Conference, Proceedings of the Conference. Chen, C.-C. (ed.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 646–662 17 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access -
HiTSKT: a hierarchical transformer model for session-aware knowledge tracing
Ke, F., Wang, W., Tan, W., Du, L., Jin, Y., Huang, Y. & Yin, H., 25 Jan 2024, In: Knowledge-Based Systems. 284, 13 p., 111300.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile12 Citations (Scopus) -
Multi-hop knowledge graph reasoning in few-shot scenarios
Zheng, S., Chen, W., Wang, W., Zhao, P., Yin, H. & Zhao, L., Apr 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 4, p. 1713-1727 14 p.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus)
Activities
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ACM International Conference on Research and Development in Information Retrieval 2018 (Event)
Teresa Wang (Peer reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review responsibility
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The 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (Event)
Teresa Wang (Peer reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review responsibility
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Australasian Database Conference 2018
Weiqing Wang (Invited speaker)
2018Activity: Participating in or organising an event types › Contribution to workshop, seminar, course
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IEEE International Conference on Data Engineering 2018 (Event)
Teresa Wang (Peer reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review responsibility
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The 3rd International Conference on Big Data Computing and Communications (Event)
Teresa Wang (Peer reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review responsibility
Press/Media
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Healthcare efficiency: AI technology to reduce hospital readmissions
Bhagya Hettige, Teresa Wang, Yuan-Fang Li & Wray Buntine
11/05/20
1 item of Media coverage
Press/Media: Article/Feature