Alias: John Li OR "Jui yon Lee" for my name Jiuyong Li.
Jiuyong Li is a Professor of Computer Science at STEM of the University of South Australia (UniSA). He is the Director of the Data Analytics Group. His research interests are in data mining, applied machine learning and their applications in bio and health informatics and for social good, such as privacy and fairness. His research work has been supported by seven Australian Research Council Discovery grants and many industry funds. He is a member of the National Committee of Artificial Intelligence of Australian Computer Society.
My paper lists: Google Scholar and DBLP (Computer Science)
Software tools: http://4llab.net/sw.html
More informaiton about the Data... Read more
About me
Alias: John Li OR "Jui yon Lee" for my name Jiuyong Li.
Jiuyong Li is a Professor of Computer Science at STEM of the University of South Australia (UniSA). He is the Director of the Data Analytics Group. His research interests are in data mining, applied machine learning and their applications in bio and health informatics and for social good, such as privacy and fairness. His research work has been supported by seven Australian Research Council Discovery grants and many industry funds. He is a member of the National Committee of Artificial Intelligence of Australian Computer Society.
My paper lists: Google Scholar and DBLP (Computer Science)
Software tools: http://4llab.net/sw.html
More informaiton about the Data Analytics Group: http://4llab.net/index.html
Major research grants (selected)
Major community service (selected)
About me
Doctor of Philosophy Griffith University
Master of Science (Computer and Information Science) Yunnan University
Bachelor of Science (Physics) Yunnan University
Research
Excludes commercial-in-confidence projects.
SmartSat 3-07s: Satellite image-based smoke detection for bush fire detection - Liang Zhao, SmartSat CRC, 05/10/2020 - 04/04/2024
SmartSat P2-38: Energy-efficient on-board AI for early fire-smoke detection, SmartSat CRC, 01/03/2022 - 30/10/2023
Develop efficient data mining methods for evidence based decision making, ARC - Discovery Projects, 29/06/2017 - 28/06/2021
D2D CRC Limited Scholarship, D2D CRC Limited, 16/10/2017 - 17/10/2020
Int Policing: Entity Linking & Resolution, D2D CRC Limited, 01/01/2016 - 31/12/2019
D2D CRC Limited Scholarship, D2D CRC Limited, 28/11/2016 - 30/11/2019
D2D CRC Limited Scholarship, D2D CRC Limited, 16/03/2016 - 30/09/2019
Online Monitoring Guidance Manual Incorporating Decision Support Tools for Superior Process Performance WRA Project Number: 1075-13, Water Research Australia, 17/11/2014 - 31/12/2017
Efficient causal discovery from observational data, ARC - Discovery Projects, 19/06/2014 - 31/12/2017
Stage 4 - Economic Complexity Analysis, SA Dept of Innovation and Skills (formerly DSD), 01/06/2016 - 30/06/2017
D2D CRC Limited Scholarship, D2D CRC Limited, 29/02/2016 - 30/11/2016
Developing novel data mining methods to reveal complex group relationships from heterogeneous data, ARC - Discovery Projects, 14/03/2013 - 24/11/2016
Research
Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID, ResearcherID or Scopus
Open access indicates that an output is open access.
Year | Output |
---|---|
2017 |
Open access
41
28
1
|
2017 |
Open access
27
21
4
|
2016 |
Open access
32
12
1
|
2014 |
Open access
62
46
3
|
2013 |
Open access
68
62
|
Year | Output |
---|---|
2015 |
Li, J, Liu, L & Le, TD 2015, Practical approaches to causal relationship exploration, Springer, US. |
Year | Output |
---|---|
2024 |
|
2023 |
|
2023 |
|
2022 |
Open access
3
|
2020 |
|
2015 |
Open access
3
6
|
2015 |
6
|
2014 |
Open access
15
|
2013 |
1
|
2011 |
|
2010 |
|
2010 |
2
|
Year | Output |
---|---|
2024 |
Open access
|
2024 |
|
2024 |
6
1
|
2024 |
1
|
2024 |
Open access
|
2024 |
|
2024 |
Open access
|
2023 |
Open access
|
2023 |
Open access
4
|
2023 |
9
5
1
|
2023 |
Open access
3
|
2023 |
Open access
4
|
2023 |
Open access
5
|
2023 |
Open access
2
|
2023 |
1
|
2023 |
|
2023 |
Open access
14
1
1
|
2023 |
Open access
11
4
1
|
2023 |
Open access
4
|
2023 |
Open access
3
|
2022 |
Open access
5
1
1
|
2022 |
Open access
2
|
2022 |
Open access
19
4
2
|
2022 |
Open access
1
|
2022 |
Open access
2
|
2022 |
10
3
|
2022 |
Open access
13
7
2
|
2022 |
Open access
1
1
|
2022 |
Open access
21
13
|
2022 |
Open access
17
5
1
|
2021 |
Open access
3
2
9
|
2021 |
5
4
3
|
2021 |
Open access
4
3
2
|
2021 |
Open access
1
1
1
|
2021 |
Open access
1
2
9
|
2021 |
Open access
5
1
2
|
2021 |
Open access
15
9
1
|
2021 |
Open access
43
26
|
2021 |
Open access
7
4
11
|
2021 |
Open access
5
1
|
2020 |
Open access
12
6
3
|
2020 |
27
20
75
|
2020 |
Open access
13
11
12
|
2020 |
Open access
4
3
1
|
2020 |
Open access
18
14
31
|
2020 |
Open access
95
45
1
|
2020 |
Open access
18
10
|
2020 |
Open access
74
49
|
2020 |
Open access
7
4
1
|
2020 |
Open access
9
7
2
|
2020 |
Open access
16
14
3
|
2019 |
Open access
9
7
|
2019 |
Open access
6
5
|
2019 |
Open access
17
12
28
|
2019 |
Open access
152
119
101
|
2019 |
Open access
33
25
|
2019 |
Open access
20
14
|
2019 |
Open access
63
36
7
|
2019 |
1
1
|
2019 |
Open access
1
2
|
2019 |
Open access
|
2019 |
Open access
18
17
5
|
2019 |
Open access
18
16
5
|
2019 |
Open access
32
29
1
|
2019 |
Open access
29
23
4
|
2019 |
Open access
10
11
|
2018 |
Open access
21
16
|
2018 |
Open access
129
83
|
2018 |
Open access
5
3
1
|
2018 |
Open access
19
17
2
|
2018 |
55
39
|
2018 |
Open access
11
8
|
2018 |
Open access
1
|
2018 |
Open access
37
28
4
|
2018 |
Open access
14
12
1
|
2018 |
Open access
45
40
1
|
2018 |
Open access
25
15
|
2018 |
Open access
9
8
2
|
2018 |
56
50
2
|
2018 |
Open access
5
3
1
|
2018 |
Open access
5
4
|
2018 |
Open access
8
5
|
2017 |
Open access
73
60
2
|
2017 |
|
2017 |
Open access
3
|
2017 |
Open access
41
28
1
|
2017 |
17
16
|
2017 |
Open access
27
21
4
|
2017 |
Open access
152
134
16
|
2017 |
Open access
18
14
2
|
2017 |
Open access
22
19
2
|
2016 |
1
1
|
2016 |
Open access
12
11
3
|
2016 |
Open access
72
61
9
|
2016 |
Open access
28
16
3
|
2016 |
Open access
32
12
1
|
2016 |
Open access
15
11
|
2016 |
Open access
24
18
2
|
2016 |
Open access
15
17
2
|
2016 |
Open access
61
44
8
|
2016 |
9
10
1
|
2016 |
8
8
1
|
2015 |
Open access
37
27
2
|
2015 |
Open access
26
19
2
|
2015 |
Open access
24
18
8
|
2015 |
Open access
16
15
8
|
2014 |
15
12
|
2014 |
Open access
418
384
5
|
2014 |
Open access
23
15
|
2014 |
6
5
|
2014 |
Open access
62
46
3
|
2014 |
118
77
3
|
2014 |
Open access
19
16
3
|
2014 |
Open access
24
22
|
2014 |
9
8
|
2013 |
|
2013 |
Open access
37
38
|
2013 |
Open access
68
62
|
2013 |
Open access
19
9
|
2013 |
1
|
2013 |
6
5
|
2013 |
32
23
|
2012 |
10
|
2012 |
Open access
112
68
|
2012 |
1
|
2012 |
Open access
11
9
|
2012 |
Open access
52
32
|
2012 |
Open access
|
2012 |
8
7
|
2012 |
|
2011 |
34
25
|
2011 |
34
25
|
2011 |
40
27
|
2011 |
15
26
|
2011 |
Open access
1
|
2011 |
7
6
|
2010 |
Open access
85
82
|
2010 |
Wu, dD, Li, J, Zhang, X-M, Sun, B & Li, W-B 2010, 'Kernel discriminant learning for ordinal regression', IEEE Transactions on Knowledge and Data Engineering. |
2010 |
Open access
4
3
|
2010 |
Open access
71
60
|
2009 |
40
28
|
2009 |
|
2009 |
Open access
47
42
|
2009 |
Open access
66
55
|
2009 |
Open access
39
23
|
2008 |
|
2008 |
1
|
2008 |
Open access
42
24
|
2008 |
|
2008 |
|
Year | Output |
---|---|
2023 |
|
2023 |
Open access
|
2023 |
|
2023 |
Open access
|
2023 |
8
|
2023 |
|
2023 |
Open access
1
|
2022 |
Open access
|
2022 |
Open access
|
2022 |
Open access
|
2022 |
Open access
2
|
2022 |
Open access
|
2022 |
Open access
|
2021 |
Open access
|
2021 |
Open access
|
2021 |
|
2021 |
Open access
|
2021 |
Open access
4
2
|
2021 |
Open access
7
1
31
|
2021 |
Open access
|
2020 |
Open access
8
|
2020 |
|
2020 |
Open access
|
2020 |
Open access
|
2020 |
2
|
2020 |
Open access
7
|
2019 |
Open access
23
|
2019 |
Open access
|
2019 |
Open access
50
|
2019 |
2
|
2019 |
Open access
|
2019 |
Open access
|
2019 |
Open access
4
2
|
2018 |
9
|
2018 |
6
|
2018 |
Open access
15
7
179
|
2018 |
8
|
2018 |
Open access
|
2017 |
7
|
2017 |
Open access
6
2
|
2017 |
Open access
9
6
1
|
2017 |
2
|
2017 |
Open access
9
5
|
2016 |
7
6
|
2016 |
|
2016 |
|
2015 |
7
4
|
2015 |
8
4
|
2015 |
19
10
|
2015 |
1
|
2014 |
12
8
|
2014 |
9
6
|
2014 |
|
2014 |
2
2
|
2014 |
4
2
|
2013 |
10
|
2013 |
2
|
2013 |
38
28
|
2013 |
Open access
9
|
2013 |
|
2012 |
Open access
2
2
|
2012 |
25
20
|
2012 |
|
2011 |
16
|
2011 |
|
2011 |
Open access
13
10
|
2011 |
|
2011 |
|
2011 |
Open access
5
|
2010 |
Open access
4
|
2010 |
Open access
1
|
2010 |
Open access
1
|
2010 |
Open access
2
|
2009 |
15
|
2009 |
Open access
2
|
2009 |
Open access
|
2009 |
16
|
2009 |
1
|
2009 |
Open access
14
7
|
2009 |
Open access
3
|
2009 |
4
3
|
2008 |
66
|
2008 |
2
2
|
2008 |
5
1
|
2008 |
Leng, J, Jain, L & Li, J 2008, 'A Role-Based Framework for Multi-agent Teaming', in I. Lovrek, R.J. Howlett and L.C. Jain. |
2008 |
26
|
2008 |
11
3
|
2008 |
Open access
2
1
|
2008 |
3
|
2008 |
Open access
5
2
|
2008 |
Open access
7
|
2008 |
Open access
33
15
|
2008 |
Open access
1
|
Year | Output |
---|---|
2023 |
Open access
|
Research
External engagement & recognition
Organisation | Country |
---|---|
Advanced Digital Sciences Center | SINGAPORE |
Agency for Science Technology & Research (ASTAR) | UNITED STATES |
Anhui University | CHINA |
Arizona State University | UNITED STATES |
Australian Council for Educational Research (ACER) | AUSTRALIA |
Australian National University | AUSTRALIA |
Carnegie Mellon University | UNITED STATES |
Charles Sturt University | AUSTRALIA |
Children's Cancer Institute Australia | AUSTRALIA |
Chinese Academy of Sciences | CHINA |
Chinese University of Hong Kong | HONG KONG |
City University of Hong Kong | HONG KONG |
Columbia University | UNITED STATES |
Consilium Technology | AUSTRALIA |
Cornell University | UNITED STATES |
CSIRO Australia (Commonwealth Scientific Industrial Research organisation) | AUSTRALIA |
CSIRO Data61 | AUSTRALIA |
Dali University | CHINA |
Data to Decisions CRC | AUSTRALIA |
Deakin University | AUSTRALIA |
Defence Science and Technology Group | AUSTRALIA |
Duke University | UNITED STATES |
East China Normal University | CHINA |
Ecole Nationale Superieure Agronomique | FRANCE |
Ecole Polytechnique Federale de Lausanne | ITALY |
Econsearch | AUSTRALIA |
Edith Cowan University | AUSTRALIA |
First peoples hospital of Yunnan province | CHINA |
First people's hospital of Yunnan province | CHINA |
Flinders University | AUSTRALIA |
Geoscience Australia | AUSTRALIA |
Green Triangle Forest Industries Hub | AUSTRALIA |
Griffith University | AUSTRALIA |
Guangxi Normal University | CHINA |
Guangxi University of Finance and Economics | CHINA |
Hanson Institute | AUSTRALIA |
Harbin Institute of Technology | CHINA |
Heifei University of Technology | CHINA |
Helsingin Yliopisto | FINLAND |
Hong Kong Baptist University | HONG KONG |
Hong Kong University of Science and Technology | HONG KONG |
Huazhong Agricultural University | CHINA |
Huazhong University of Science and Technology | CHINA |
Icahn School of Medicine at Mount Sinai | UNITED STATES |
Institute of Medical and Veterinary Science | AUSTRALIA |
InterSect Alliance International | AUSTRALIA |
Jiangsu University | CHINA |
Jiangsu University of Technology | CHINA |
Kanazawa University | JAPAN |
Kunming University of Science and Technology | CHINA |
Lingnan University | HONG KONG |
Max Planck Institute for Intelligent Systems | GERMANY |
Max Planck Society | GERMANY |
Maxima Training Group (Aust) Ltd. | AUSTRALIA |
McGill University | CANADA |
Microsoft Research | UNITED KINGDOM |
Ministry of Education China | CHINA |
Nanjing University | CHINA |
National Cancer Institute | UNITED STATES |
National Measurement Institute | AUSTRALIA |
National University of Singapore | SINGAPORE |
Nha Trang University | VIET NAM |
Norris Cotton Cancer Center | UNITED STATES |
Northern Kentucky University | UNITED STATES |
Pham Ngoc Thach University of Medicine | VIET NAM |
RMIT University | AUSTRALIA |
SA Department for State Development | AUSTRALIA |
SA Pathology | AUSTRALIA |
SA Water | AUSTRALIA |
Second Affiliated Hospital of Kunming Medical University | CHINA |
Shanxi University | CHINA |
Shenzhen Institute of Information Technology | CHINA |
Shiga University | JAPAN |
Simon Fraser University | CANADA |
Sun Yat-Sen University | CHINA |
Swinburne University of Technology | AUSTRALIA |
Tabriz University of Medical Sciences | IRAN |
Tehran University of Medical Sciences | IRAN |
Tsinghua University | CHINA |
Tufts University | UNITED STATES |
University Libre Bruxelles | BELGIUM |
University of Adelaide | AUSTRALIA |
University of British Columbia | CANADA |
University of California | UNITED STATES |
University of Colorado Denver | UNITED STATES |
University of Crete | GREECE |
University of Electronic Science and Technology of China | CHINA |
University of Florida | UNITED STATES |
University of Helsinki | FINLAND |
University of Illinois at Urbana-Champaign | UNITED STATES |
University of Lausanne | SWITZERLAND |
University of Luxembourg | LUXEMBOURG |
University of Massachusetts Boston | UNITED STATES |
University of Melbourne | AUSTRALIA |
University of Michigan | UNITED STATES |
University of New England | AUSTRALIA |
University of New South Wales | AUSTRALIA |
University of Newcastle | AUSTRALIA |
University of Pennsylvania | UNITED STATES |
University of Pittsburgh | UNITED STATES |
University of Queensland | AUSTRALIA |
University of Science and Technology of China | CHINA |
University of Science, Malaysia | MALAYSIA |
University of South Australia | AUSTRALIA |
University of Southern Queensland | AUSTRALIA |
University of Southern Queensland Victoria University | AUSTRALIA |
University of Tasmania | AUSTRALIA |
University of Technology Sydney | AUSTRALIA |
University of Texas at San Antonio | UNITED STATES |
University of Zanjan | IRAN |
University of Zurich | SWITZERLAND |
Vanderbilt University | UNITED STATES |
Victoria University | AUSTRALIA |
Water Corporation | AUSTRALIA |
Wuhan University | CHINA |
Xiamen University | CHINA |
Xian Highway University | CHINA |
Yunnan Open University | CHINA |
Yunnan University | CHINA |
Zayed University | UNITED ARAB EMIRATES |
Zhejiang Gongshang University | CHINA |
Zhejiang Normal University | CHINA |
Zhejiang University | CHINA |
External engagement & recognition
Engagement/recognition | Year |
---|---|
MemberNational Committee of Artificial Intelligence, Australian Computer Society |
2017 |
Member, Steering CommitteeAustralasian Data Mining Conference |
2017 |
Program Committee memberACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) |
2016 |
Program Committee memberEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) |
2016 |
Program Committee memberSIAM International Conference on Data Mining (SDM) |
2016 |
Senior Program Committee memberPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) |
2016 |
Area chairIEEE International Conference on Data Mining (ICDM) |
2015 |
Program Committee memberACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) |
2015 |
Program Committee memberEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) |
2015 |
Program Committee memberSIAM International Conference on Data Mining (SDM) |
2015 |
Senior Program Committee memberPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) |
2015 |
Area chairIEEE International Conference on Data Mining (ICDM) |
2014 |
Program Committee memberEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) |
2014 |
Program Committee memberSIAM International Conference on Data Mining (SDM) |
2014 |
Senior Program Committee memberPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) |
2014 |
Senior Program Committee member and Workshop Co-chairPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) |
2013 |
Australia-India Senior Visiting FellowshipAustralian Academy of Science |
2012 |
Program Committee Co ChairAustralasian Data Mining Conference |
2012 |
Program Committee memberACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) |
2012 |
Program Committee memberEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) |
2012 |
Program Committee memberSIAM International Conference on Data Mining (SDM) |
2012 |
Senior Program Committee memberPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) |
2012 |
Workshop Co-chair, Causal DiscoveryIEEE International Conference on Data Mining (ICDM) |
2012 |
Program Committee Co ChairAustralasian Data Mining Conference |
2011 |
Program Committee memberEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) |
2011 |
Program Committee ChairAustralasian Joint Conference in Artificial Intelligence |
2010 |
Program Committee memberACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) |
2010 |
Program Committee memberSIAM International Conference on Data Mining (SDM) |
2010 |
Teaching & student supervision
Teaching & student supervision
Supervisions from 2010 shown
Thesis title | Student status |
---|---|
110459 - Advancing machine learning for human-machine partnership in decision making | Current |
A Study of Causal Feature Selection | Current |
Assuring competency of machine learning systems through causal explanation | Current |
Causal inference with deep generative models | Current |
Computational methods for finding causal biomarkers and treatments for COVID-19 | Current |
Develop causal outcome prediction models for trustworthy interpretation | Current |
Develop causality-based models for robust and adaptive drought predictions | Current |
Developing causal-based methods for recommending the repurposed drugs for a disease and applications in breast cancer and SARS-CoV-2 | Current |
Dynamic causal inference methods for modelling biological processes in cancer | Current |
Heterogeneous Causal Effect of Price Promotion on Consumer Purchase Behaviour | Current |
Improving adversarial robustness of machine learning models | Current |
Individual and intersectional group fairness in machine learning models | Current |
Investigating transfer learning methods to improve the transferability of yield prediction models in agriculture industry | Current |
New authorship attribution methods to detect and manage social manipulation and fake news in social media | Current |
Subgroup analysis through multiple testing in casual treatment effects | Current |
A comparison of machine learning algorithms applied to quantitative structure-activity relationship studies in drug discovery | Completed |
A data mining approach to analyse the influence of student features on their academic outcomes | Completed |
Computational causal discovery from observational data and application in bioinformatics | Completed |
Computational modelling for breast cancer prognosis in precision medicine | Completed |
Constructing a rule-based classifier system for data inconsistency checking | Completed |
Dependency-based anomaly detection and applications | Completed |
Developing computational methods for detecting signals of adverse drug events from healthcare data | Completed |
Developing data mining methods for detecting signals of adverse drug events | Completed |
Developing data mining methods for finding causal relationships involving multiple factors | Completed |
Developing data mining methods to reveal collective group relationships | Completed |
Developing network inference methods for cancer driver discovery | Completed |
Development of data anonymity techniques for multiple independent data publishing | Completed |
Digital forensic data reduction and quick analysis for evidence and intelligence | Completed |
Discovering functional miRNA-mRNA regulatory modules in data | Completed |
Discovering interesting emerging and decaying patterns and their applications | Completed |
Distance-based dependencies: discovery and extension | Completed |
Extracting insights from social media to predict, detect and summarize civil unrest | Completed |
Framing fake news: An analysis on its rhetorical strategies, `newsness¿ and how it creates social meaning | Completed |
GPS trajectory-based models for effective semantic locations prediction and recommendation | Completed |
Inferring miRNA-mRNA regulatory relationships using causal inference methods | Completed |
Information quality management in accounting information system adoption | Completed |
Intervention recommendation for disability employment service | Completed |
Investigating social media users' collaborative information seeking behaviours during group trip planning and the execution of travelling | Completed |
Investigating the fairness of predictive learning analytics models in static and dynamic environments | Completed |
Leveraging prediction semantics in ensemble methods for text classification | Completed |
Privacy preserving publication of transactional data | Completed |
Probabilistic models for privacy preserving data publishing | Completed |
Towards efficient and unbiased causal effect estimation from observational data | Completed |
Trust recognition in the online reputation-based multi-agent environment | Completed |
Weakening the faithfulness assumption in causal discovery | Completed |