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

375 works between 2001 and 2026
All (375) Book (1) Journal Article (151) Other Outputs (1) Edited Outputs (5) Conference Publication (207) Book Chapter (10)

261 - 280 of 375 works

2010

Journal Article

Unified collaborative filtering model based on combination of latent features

Zhong, JA and Li, X (2010). Unified collaborative filtering model based on combination of latent features. Expert Systems with Applications, 37 (8), 5666-5672. doi: 10.1016/j.eswa.2010.02.044

Unified collaborative filtering model based on combination of latent features

2010

Journal Article

Trust in RFID-enabled supply-chain management

Mahinderjit-Singh, Manmeet and Li, Xue (2010). Trust in RFID-enabled supply-chain management. International Journal of Security and Networks, 5 (2/3), 96-105. doi: 10.1504/IJSN.2010.032208

Trust in RFID-enabled supply-chain management

2010

Conference Publication

Classifier ensemble for uncertain data stream classification

Pan, SR, Wu, KA, Zhang, Y and Li, X (2010). Classifier ensemble for uncertain data stream classification. 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), Hyderabad, India, 21-24 June 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-13657-3_52

Classifier ensemble for uncertain data stream classification

2010

Conference Publication

A novel Chinese text feature selection method based on probability latent semantic analysis

Zhong, Jiang, Deng, Xiongbing, Liu, Jie, Li, Xue and Liang, Chuanwei (2010). A novel Chinese text feature selection method based on probability latent semantic analysis. The Seventh International Symposium on Neural Networks (ISNN 2010), Shangai, China, 6-9 June, 2010. Berlin & Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-13318-3_35

A novel Chinese text feature selection method based on probability latent semantic analysis

2010

Conference Publication

On improving learning outcomes through sharing of learning experiences

Wan, Au Thien, Sadiq, Shazia and Li, Xue (2010). On improving learning outcomes through sharing of learning experiences. 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010, Sousse, Tunisia, 5-7 July 2010. Piscataway, NJ, United States: IEEE Computer Society Conference Publishing Services (CPS). doi: 10.1109/ICALT.2010.134

On improving learning outcomes through sharing of learning experiences

2010

Book Chapter

Event management of RFID data streams: Fast moving consumer goods supply chains

Mo, John P. T. and Li, Xue (2010). Event management of RFID data streams: Fast moving consumer goods supply chains. Unique radio innovation for the 21st Century: Building scalable and global RFID networks. (pp. 89-109) edited by Damith C. Ranasinghe, Quan Z. Sheng and Sherali Zeadally. Berlin, Heidelberg: Springer-Verlag. doi: 10.1007/978-3-642-03462-6

Event management of RFID data streams: Fast moving consumer goods supply chains

2010

Conference Publication

Naive Bayes classifier for positive unlabeled learning with uncertainty

He, Jiazhen, Zhang, Yang, Li, Xue and Wang, Yong (2010). Naive Bayes classifier for positive unlabeled learning with uncertainty. The Tenth SIAM International Conference on Data Mining (SDM10), Columbus, Ohio, United States, 29 April - 1 May 2010. Philadelphia, PA, United States: Society for Industrial and Applied Mathematics (SIAM). doi: 10.1137/1.9781611972801.32

Naive Bayes classifier for positive unlabeled learning with uncertainty

2010

Conference Publication

Associative classifier for uncertain data

Qin, XJ, Zhang, Y, Li, X and Wang, Y (2010). Associative classifier for uncertain data. 11th International Conference on Web-Age Information Management (WAIM 2010), Jiuzhaigou, China, 15-17 July 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-14246-8_66

Associative classifier for uncertain data

2009

Journal Article

Ambiguous decision trees for mining concept-drifting data streams

Liu, Jing, Li, Xue and Zhong, Weicai (2009). Ambiguous decision trees for mining concept-drifting data streams. Pattern Recognition Letters, 30 (15), 1347-1355. doi: 10.1016/j.patrec.2009.07.017

Ambiguous decision trees for mining concept-drifting data streams

2009

Journal Article

Instance optimal query processing in spatial networks

Deng, Ke, Zhou, Xiaofeng, Shen, Heng Tao, Sadiq, Shazia and Li, Xue (2009). Instance optimal query processing in spatial networks. The VLDB Journal, 18 (3), 675-693. doi: 10.1007/s00778-008-0115-0

Instance optimal query processing in spatial networks

2009

Journal Article

Projected outlier detection in high dimensional mixed-attributes data set

Ye, Mao, Li, Xue and Orlowska, Maria E. (2009). Projected outlier detection in high dimensional mixed-attributes data set. Expert Systems With Applications, 36 (3), 7104-7113. doi: 10.1016/j.eswa.2008.08.030

Projected outlier detection in high dimensional mixed-attributes data set

2009

Conference Publication

Learning from experience: Can e-learning technology be used as a vehicle?

Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: Can e-learning technology be used as a vehicle?. ICEL 2009: 4th International Conference on e-Learning, Toronto, Canada, 16-17 June 2009. Reading, U.K.: Academic Publishing.

Learning from experience: Can e-learning technology be used as a vehicle?

2009

Book Chapter

Database clustering methods

Li, Xue (2009). Database clustering methods. Encyclopedia of Database Systems. (pp. 699-700) United States: Springer. doi: 10.1007/978-0-387-39940-9_550

Database clustering methods

2009

Conference Publication

Trust framework for RFID tracking in supply chain management

Mahinderjit-Singh, Manmeet and Li, Xue (2009). Trust framework for RFID tracking in supply chain management. 3rd International Workshop on RFID Technology - Concepts, Applications, Challenges, Milan, Italy, 6-7 May 2009. Portugal: INSTICC Press.

Trust framework for RFID tracking in supply chain management

2009

Conference Publication

OcVFDT: One-class very fast decision tree for one-class classification of data streams

Li, Chen, Zhang, Yang and Li, Xue (2009). OcVFDT: One-class very fast decision tree for one-class classification of data streams. 3rd International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'09 in Conjunction with the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-09, Paris, France, 28 June 2009. New York, NY United States: ACM Press. doi: 10.1145/1601966.1601981

OcVFDT: One-class very fast decision tree for one-class classification of data streams

2009

Book Chapter

Incremental learning for interactive e-mail filtering

Ding-Yi Chen, Xue Li, Zhao Yang Dong and Xia Chen (2009). Incremental learning for interactive e-mail filtering. Agent technologies and web engineering: Applications and systems. (pp. 134-152) edited by David Rine and Ghazi Alkhatib. Hershey, PA, U.S.A.: IGI Global. doi: 10.4018/978-1-60566-618-1.ch008

Incremental learning for interactive e-mail filtering

2009

Conference Publication

Learning from experience: can e-learning technology be used as a vehicle?

Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: can e-learning technology be used as a vehicle?. 4th International Conference on e-Learning, ICEL 2009, Toronto, Canada, 16-17 July 2009.

Learning from experience: can e-learning technology be used as a vehicle?

2009

Conference Publication

Ranking-Constrained Keyword Sequence Extraction from Web Documents

Dingyi Chen, Xue Li, Jing Liu and Xia Chen (2009). Ranking-Constrained Keyword Sequence Extraction from Web Documents. 20th Australasian Database Conference (ADC 2009), Wellington, New Zealand, Jan 2009. NSW, Aust: Australian Computer Society.

Ranking-Constrained Keyword Sequence Extraction from Web Documents

2009

Conference Publication

Dimension-specific search for multimedia retrieval

Huanh, Zi, Shen, Heng Tao, Song, Dawei, Li, Xue and Rueger, Stefan (2009). Dimension-specific search for multimedia retrieval. 14th International Conference, DASFAA 2009, Brisbane, Australia, 21-23 April 2009. Berlin, Germany; New York, U.S.A.: Springer. doi: 10.1007/978-3-642-00887-0

Dimension-specific search for multimedia retrieval

2009

Book Chapter

K-Means and K-Medoids

Li, Xue (2009). K-Means and K-Medoids. Encyclopedia of Database Systems. (pp. 1588-1589) edited by Ling Liu and M. Tamer Özsu. United States: Springer. doi: 10.1007/978-0-387-39940-9_545

K-Means and K-Medoids

Current funding

  • 2026 - 2027
    Authentication and Provenance of Manipulated Media with Justification and Explanation for Non-Expert Users
    Australia's Economic Accelerator Ignite Grants
    Open grant

Past funding

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

    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

  • 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: Associate Professor Rocky Chen, Dr Priyanka Singh

  • Doctor Philosophy

    Robust Collaborative Learning with Data Silos

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    High-Order Reasoning Chatbot for Critical Decisions

    Principal Advisor

  • Doctor Philosophy

    Entity Alignment for Evolving Temporal Knowledge Graphs

    Principal Advisor

  • Doctor Philosophy

    Behaviour-Oriented Tracking of Disinformation

    Principal Advisor

    Other advisors: Dr Ruihong Qiu, Dr Priyanka Singh

  • Doctor Philosophy

    Federated transfer learning on clinical multimodal data

    Principal Advisor

  • Doctor Philosophy

    Effective and Versatile Multimodal Fusion

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Privacy preservation with Large Language Models

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Graph Mining for Legal Case Retrieval

    Associate Advisor

    Other advisors: Professor Helen Huang

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Associate Advisor

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

  • Doctor Philosophy

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

    Associate Advisor

    Other advisors: Dr Priyanka Singh

Completed supervision

Enquiries

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