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

372 works between 2001 and 2025
All (372) Book (1) Journal Article (151) Other Outputs (1) Edited Outputs (5) Conference Publication (204) Book Chapter (10)

301 - 320 of 372 works

2007

Conference Publication

Discovering correlated items in data streams

Sun, X., Chang, M., Li, X. and Orlowska, M. (2007). Discovering correlated items in data streams. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, 22-25 May 2007. Berlin, Germany: Springer-Verlag. doi: 10.1007/978-3-540-71701-0_27

Discovering correlated items in data streams

2007

Conference Publication

Online rare events detection

Zhao, Jun Hua, Li, Xue and Dong, Zhao Yang (2007). Online rare events detection. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, Nanjing, May 22, 2007-May 25, 2007. Springer Verlag. doi: 10.1007/978-3-540-71701-0_126

Online rare events detection

2007

Conference Publication

An effective approach to predicting electricity market price spikes

Wang, Qing, Dong, Zhao Yang, Li, X.ue, Zhao, Junhua and Wong, Kit Po (2007). An effective approach to predicting electricity market price spikes. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida, USA, 24-28 June 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2007.385852

An effective approach to predicting electricity market price spikes

2007

Conference Publication

Supervised dimensionality reduction on streaming data

Ye, M., Li, X. and Orlowska, M. (2007). Supervised dimensionality reduction on streaming data. Fourth International Conference on Fuzzy Systems and Knowledge Discovery 2007 (FSKD 2007), Haikou, China, 24-27 August 2007. Los Alamitos, CA, U.S.A.: IEEE Computer Society. doi: 10.1109/FSKD.2007.548

Supervised dimensionality reduction on streaming data

2006

Conference Publication

A grid computing based approach for probabilistic load flow analysis

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). A grid computing based approach for probabilistic load flow analysis. 7th IET International Conference on Advances in Power System Control, Operation and Management, APSCOM 2006, , , October 30, 2006-November 2, 2006. IEE. doi: 10.1049/cp:20062127

A grid computing based approach for probabilistic load flow analysis

2006

Journal Article

Special issue on advances in data mining and its applications

Dong, Z. Y., Li, X. and Wang, S. L. (2006). Special issue on advances in data mining and its applications. International Journal of Systems Science, 37 (13), 865-866. doi: 10.1080/00207720600891802

Special issue on advances in data mining and its applications

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

2006

Journal Article

Categorizing web features and functions to evaluate commercial web sites: An assessment framework and an empirical investigation of Australian companies

Huang, Wayne, Le, Taowen, Li, X. and Gandha, S. (2006). Categorizing web features and functions to evaluate commercial web sites: An assessment framework and an empirical investigation of Australian companies. Industrial Management and Data Systems, 106 (4), 523-539. doi: 10.1108/02635570610661606

Categorizing web features and functions to evaluate commercial web sites: An assessment framework and an empirical investigation of Australian companies

2006

Journal Article

IJDWM Special Issue: Advances in Data Mining Applications

Li, Xue, Zhang, Shichao and Wang, Shuliang (2006). IJDWM Special Issue: Advances in Data Mining Applications. International Journal of Data Warehousing and Mining, 2 (3), i-iii.

IJDWM Special Issue: Advances in Data Mining Applications

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

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

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

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

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 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

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

    Entity Alignment for Evolving Temporal Knowledge Graphs

    Principal Advisor

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Principal Advisor

    Other advisors: Associate Professor Sen Wang

  • Doctor Philosophy

    Behaviour-Oriented Tracking of Disinformation

    Principal Advisor

    Other advisors: Dr Ruihong Qiu, Dr Priyanka Singh

  • Doctor Philosophy

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

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Master Philosophy

    Mapping Emerging Narratives Composed of False Information

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Empowering Recommender Systems via User Behaviour Simulation

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    High-Order Reasoning Chatbot for Critical Decisions

    Principal Advisor

  • Doctor Philosophy

    Open-domain Dialogue Generation

    Principal Advisor

    Other advisors: Professor Helen Huang

  • Doctor Philosophy

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

    Principal Advisor

  • Doctor Philosophy

    Federated transfer learning on clinical multimodal data

    Principal Advisor

  • Doctor Philosophy

    Document-level Relation Extraction from Large-scale and Noisy Data

    Principal Advisor

  • Doctor Philosophy

    Privacy preservation with Large Language Models

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Understanding Privacy Concerns About Living in Smart Cities and Enhancing Privacy Awareness

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Graph Mining for Legal Case Retrieval

    Associate Advisor

    Other advisors: Professor Helen Huang

  • Master Philosophy

    Effective and versatile multimodal fusion

    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

    Data Mining on Many-to-Many Complex Relationships

    Associate Advisor

    Other advisors: Professor Guido Zuccon

Completed supervision

Enquiries

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