Professor Xue Li
Professor

Xue Li

Email: 
Phone: 
+61 7 336 54044

Availability

Professor Xue Li is:
Not available for supervision

Fields of research

Information and Computing Sciences

Qualifications

  • Bachelor of Science, Chongqing University
  • Masters (Research) of Science, The University of Queensland
  • Doctor of Philosophy, Queensland University of Technology

Search Professor Xue Li’s works on UQ eSpace

362 works between 2001 and 2025
All (362) Journal Article (150) Book Chapter (9) Conference Publication (196) Book (1) Other Outputs (1) Edited Outputs (5)

301 - 320 of 362 works

2006

Conference Publication

Electricity price forecasting with effective feature preprocessing

Zhao, Jun Hua, Dong, Zhao Yang and Li, Xue (2006). Electricity price forecasting with effective feature preprocessing. 2006 IEEE Power Engineering Society General Meeting, Montreal Canada, 18-22 June 2006. Piscataway, NJ United States: IEEE. doi: 10.1109/PES.2006.1709407

Electricity price forecasting with effective feature preprocessing

2006

Conference Publication

A grid computing based approach for probablisitic load flow analysis

Ali, M, Dong, Z Y, Li, X and Zhang, P. (2006). A grid computing based approach for probablisitic load flow analysis. 7th International Conference on Advances in Power System Control, Operation and Management, Hong Kong, 30 October - 2 November, 2006. Hong Kong: The Institution of Engineering and Technology Hong Kong.

A grid computing based approach for probablisitic load flow analysis

2006

Conference Publication

Concept-based document readability in domain specific information retrieval

Yan, Xin, Song, Dawei and Li, Xue (2006). Concept-based document readability in domain specific information retrieval. CIKM'06 Fifteenth Conference on Information and Knowledge Management, Arlington, Virginia, USA, 5-11 November 2006. USA: ACM. doi: 10.1145/1183614.1183692

Concept-based document readability in domain specific information retrieval

2006

Edited Outputs

Fuzzy Systems and Knowledge Discovery

L. Wang, J. Licheng, G. Shi, X. Li and J. Liu eds. (2006). Fuzzy Systems and Knowledge Discovery. Fuzzy Systems and Knowledge Discovery Third International Conference, FSKD 2006, Xi’an, China, September 24-28, 2006. Heidelberg, Germany: Springer.

Fuzzy Systems and Knowledge Discovery

2006

Conference Publication

Convergence analysis of a discrete-time single-unit gradient ICA algorithm

Ye, Mao, Li, Xue, Yang, Chengfu and Gao, Zengan (2006). Convergence analysis of a discrete-time single-unit gradient ICA algorithm. Springer Verlag. doi: 10.1007/11759966_168

Convergence analysis of a discrete-time single-unit gradient ICA algorithm

2006

Conference Publication

A reconstruction-based algorithm for classification rules hiding

Natwichai, J., Li, X and Orlowska, M E (2006). A reconstruction-based algorithm for classification rules hiding. 17th Australasian Database Conference (ADC2006), Tasmania, Australia, 16-19 January, 2006. New South Wales: Australian Computer Society Inc..

A reconstruction-based algorithm for classification rules hiding

2006

Conference Publication

Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings

Li, Xue, Zaïane, Osmar R. and Li, Zhanhuai (2006). Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings. Springer Verlag.

Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings

2006

Conference Publication

A novel grid computing approach for probabilistic small signal analysis

Xu, Z., Ali, M., Dong, Z. Y. and Li, X. (2006). A novel grid computing approach for probabilistic small signal analysis. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, 18-22 June, 2006. Piscataway, NJ, United States: IEEE. doi: 10.1109/pes.2006.1709449

A novel grid computing approach for probabilistic small signal analysis

2006

Conference Publication

Finding frequent itemsets in high-speed data streams

Sun, X., Orlowska, M E and Li, X (2006). Finding frequent itemsets in high-speed data streams. 2006 6th SIAM International Conference on Data Mining, Maryland, USA, 20-22 April, 2006. USA: Society for Industrial & Applied Mathematics (SIAM).

Finding frequent itemsets in high-speed data streams

2006

Conference Publication

Document generality: its computation for ranking

Yan, X, Li, X and Song, (2006). Document generality: its computation for ranking. Seventeenth Australiasian Database Conference (ADC2006), Hobart, Australia, 16-19 January, 2006. Tasmania, Australia: Australian Computer Society Inc..

Document generality: its computation for ranking

2006

Journal Article

Special issue for 2004 Annual Conference of IS/IT Issues in Asia-Pacific

Hu, Qing and Li, Xue (2006). Special issue for 2004 Annual Conference of IS/IT Issues in Asia-Pacific. Journal of Global Information Management, 14 (1), I-III.

Special issue for 2004 Annual Conference of IS/IT Issues in Asia-Pacific

2006

Journal Article

A class of self-stabilizing MCA learning algorithms

Ye, M., Fan, X. Q. and Li, X. (2006). A class of self-stabilizing MCA learning algorithms. IEEE Transactions On Neural Networks, 17 (6), 1634-1638. doi: 10.1109/TNN.2006.880979

A class of self-stabilizing MCA learning algorithms

2006

Conference Publication

Recency-based collaborative filtering

Ding, Y. H., Li, X and Orlowska, M E (2006). Recency-based collaborative filtering. 17th Australasian Database Conference (ADC2006), Tasmania, Australia, 16-19 January 2006. New South Wales: Australian Computer Society.

Recency-based collaborative filtering

2006

Journal Article

Fitness assessment of document model

Chen, Ding-Yi, Li, Xue, Dong, Zhao Yang and Chen, Xia (2006). Fitness assessment of document model. International Journal of Systems Science, 37 (13), 893-903. doi: 10.1080/00207720600891539

Fitness assessment of document model

2006

Journal Article

Incremental learning for interactive e-mail filtering

Chen, D., Li, X, Dong, Z Y and Chen, X. (2006). Incremental learning for interactive e-mail filtering. International Journal of Information Technology and Web Engineering, 1 (2), 60-78. doi: 10.4018/IJITWE

Incremental learning for interactive e-mail filtering

2006

Conference Publication

RSA-Grid: A grid computing based framework for power system reliability and security analysis

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). RSA-Grid: A grid computing based framework for power system reliability and security analysis. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, 18-22 June 2006. Piscataway, NJ, United States: IEEE. doi: 10.1109/pes.2006.1709374

RSA-Grid: A grid computing based framework for power system reliability and security analysis

2006

Conference Publication

A neural network based technique for automatic classification of road cracks

Bray, J., Verma, B,, Li, X. and He, W. (2006). A neural network based technique for automatic classification of road cracks. International Joint conference on Neural Networks 2006 (IJCNN '06), Vancouver, Canada, 16-21 July 2006. Piscatawa, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/IJCNN.2006.246782

A neural network based technique for automatic classification of road cracks

2005

Conference Publication

Effectiveness of document representation for classification

Chen, D., Li, X., Dong, Z. Y. and Chen, X. (2005). Effectiveness of document representation for classification. 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, 22-26 August, 2005. Berlin Heidelberg, Germany: Springer. doi: 10.1007/11546849

Effectiveness of document representation for classification

2005

Conference Publication

Document re-ranking by generality in bio-medical information retrieval

Yan, X., Li, X. and Song, D. (2005). Document re-ranking by generality in bio-medical information retrieval. 6th International Conference on Web Information Systems Engineering, New York, USA, 20-22 November, 2005. Berlin, Germany: Springer-Verlag. doi: 10.1007/11581062_28

Document re-ranking by generality in bio-medical information retrieval

2005

Conference Publication

Collaborative filtering on data streams

Barajas, J. and Li, X. (2005). Collaborative filtering on data streams. 9th European Conference on Principles & Practice of Knowledge Discovery on Databases, Porto, Portugal, 3-7 October, 2005. Germany: Springer-Verlag. doi: 10.1007/11564126_42

Collaborative filtering on data streams

Current funding

  • 2023 - 2026
    Short Sequence Representation Learning with Limited Supervision
    ARC Discovery Projects
    Open grant

Past funding

  • 2018 - 2019
    A Large-Scale Distributed Experimental Facility for the Internet of Things (ARC LIEF grant administered by Macquarie University)
    Macquarie University
    Open grant
  • 2018 - 2021
    Development of New Aluminium Alloys through Big Data Analytics
    ARC Discovery Projects
    Open grant
  • 2017 - 2022
    Fusion of Digital Microscopy and Plain Text Reports for Automated Analysis
    ARC Linkage Projects
    Open grant
  • 2016 - 2019
    Interaction mining for cyberbullying detection on social networks (ARC Linkage Project administered by University of Technology Sydney)
    University of Technology Sydney
    Open grant
  • 2016 - 2019
    Opinion Analysis on Objects in Social Networks
    ARC Discovery Projects
    Open grant
  • 2014 - 2017
    Effective Recommendations based on Multi-Source Data
    ARC Discovery Projects
    Open grant
  • 2013 - 2015
    Learning Human Activities through Low Cost, Unobtrusive RFID Technology (ARC Discovery Project led by University of Adelaide)
    University of Adelaide
    Open grant
  • 2005 - 2007
    Mining Distributed High-Speed Time-Variant Data Streams
    ARC Discovery Projects
    Open grant

Availability

Professor Xue Li is:
Not available for supervision

Supervision history

Current supervision

  • Doctor Philosophy

    Weighted Ensembles for Different machine learning model that support non-data-sharing / vertical partition

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Information Extraction from Large-scale Low-quality Data

    Principal Advisor

  • Doctor Philosophy

    Federated transfer learning on clinical multimodal data

    Principal Advisor

  • Doctor Philosophy

    Open-domain Dialogue Generation

    Principal Advisor

    Other advisors: Professor Helen Huang

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Principal Advisor

    Other advisors: Associate Professor Sen Wang

  • Doctor Philosophy

    Distribution-aware Automatic Summary Generalisation from Multi-modal Medical Data

    Principal Advisor

  • Doctor Philosophy

    Context-aware Representation Learning for Code Analysis

    Principal Advisor

  • Doctor Philosophy

    Entity Alignment for Evolving Temporal Knowledge Graphs

    Principal Advisor

  • Doctor Philosophy

    Privacy preservation with Large Language Models

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Associate Advisor

    Other advisors: Professor Guido Zuccon

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Associate Advisor

    Other advisors: Professor Guido Zuccon

  • Master Philosophy

    Multi-modal Detection of Video Disinformation

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Associate Advisor

    Other advisors: Associate Professor Jiajun Liu, Associate Professor Sen Wang

  • Doctor Philosophy

    Graph Mining for Legal Case Retrieval

    Associate Advisor

    Other advisors: Professor Helen Huang

Completed supervision

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