Dr Debo Cheng is a postdoctoral researcher and a data scientist at the STEM, University of South Australia. He received a Ph.D. degree in Causal Inference from the University of South Australia in 2021. His research interests focus on Data Mining, Machine Learning, Causal Inference, and Causal Machine Learning.
Currently, his research falls in Artificial Intelligence, Machine Learning, and Data Analytics, focusing on developing data-driven causal inference techniques to support evidence-based decision-making and solve real-world problems. Dr Cheng has published over 40 papers in top-tier conferences and journals, including TKDE, TNNLS, ACM TIST, DMKD, IJCAI, AAAI, ICDM, ECAI, ECML-PKDD, etc. He has been invited... Read more
About me
Dr Debo Cheng is a postdoctoral researcher and a data scientist at the STEM, University of South Australia. He received a Ph.D. degree in Causal Inference from the University of South Australia in 2021. His research interests focus on Data Mining, Machine Learning, Causal Inference, and Causal Machine Learning.
Currently, his research falls in Artificial Intelligence, Machine Learning, and Data Analytics, focusing on developing data-driven causal inference techniques to support evidence-based decision-making and solve real-world problems. Dr Cheng has published over 40 papers in top-tier conferences and journals, including TKDE, TNNLS, ACM TIST, DMKD, IJCAI, AAAI, ICDM, ECAI, ECML-PKDD, etc. He has been invited to serve as journal academic editor, guest editor, and reviewer/Program Committee for top-ranked journals and top-tier conferences in AI, machine learning, and data analytics, such as TKDE, TNNLS, TYCB, PR, IPM, ICML, Neurips, ICLR, AAAI, IJCAI, ACM MM, UAI, etc.
About me
Doctor of Philosophy University of South Australia
Masters Degree (Artifcial Intelligence, Data Science, Data Mining and Machine Learning) Guangxi Normal University
Bachelor of Information Science, Mathematics and Software Engineering Yichun University
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 |
---|---|
2023 |
Open access
|
2023 |
7
5
1
|
2023 |
Open access
2
|
2022 |
Open access
|
Year | Output |
---|---|
2023 |
|
2023 |
|
2023 |
|
2023 |
|
2023 |
Open access
|
2016 |
|
2014 |
22
|
2014 |
12
|
Year | Output |
---|---|
2024 |
|
2023 |
Open access
|
2023 |
7
5
1
|
2023 |
Open access
2
|
2022 |
Open access
4
1
1
|
2020 |
Open access
10
10
2
|
2018 |
6
4
|
2018 |
122
75
|
2018 |
4
3
|
2017 |
17
9
|
2017 |
4
4
|
2017 |
14
11
|
2017 |
2
2
|
2017 |
8
5
|
2017 |
141
120
|
2017 |
10
7
|
2017 |
Open access
12
5
|
2017 |
Open access
413
257
|
2017 |
4
1
|
2017 |
5
3
|
2016 |
395
261
|
2016 |
21
17
|
2016 |
10
7
|
2014 |
68
|
Year | Output |
---|---|
2023 |
|
2023 |
Open access
|
2023 |
Open access
|
2022 |
Open access
|
2022 |
Open access
1
|
2022 |
Open access
|
2022 |
Open access
|
2020 |
Open access
7
|
Research
Research
Details | Registry | Status |
---|---|---|
Cheng, Debo |
China | Filed |
Academic Editor: PLOS ONE since 2023.01
Academic Editor: Scientific Programming since 2021.09
Co-leading two special issues:
External engagement & recognition
Organisation | Country |
---|---|
Beijing University of Technology | CHINA |
Charles Sturt University | AUSTRALIA |
Charles Sturt University, Wagga Wagga | AUSTRALIA |
China University of Mining and Technology | CHINA |
Chinese Academy of Sciences | CHINA |
Deakin University | AUSTRALIA |
Geographic Information Center of Guangxi | CHINA |
George Grant University of Mines and Technology | GHANA |
Guangxi Normal University | CHINA |
Guangxi Teacher Education University | CHINA |
Guangxi University | CHINA |
Heifei University of Technology | CHINA |
Hiroshima University | JAPAN |
Hong Kong Baptist University | HONG KONG |
Huazhong Agricultural University | CHINA |
Kyushu Institute of Technology | JAPAN |
Massey University | NEW ZEALAND |
Nagoya University | JAPAN |
Nanjing University of Finance and Economics | CHINA |
Shaanxi Normal University | CHINA |
Simon Fraser University | CANADA |
University of Electronic Science and Technology of China | CHINA |
University of Queensland | AUSTRALIA |
University of South Australia | AUSTRALIA |
University of Trento | ITALY |
Wuhan University | CHINA |
Wuhan University of Technology | CHINA |
External engagement & recognition
Engagement/recognition | Year |
---|---|
Invited Speaker5th South Lake Forum for International Young Scientists, Huazhong Agricultural University |
2020 |
10th China Youth Science and Technology Innovation AwardUniversity of Computer Science and Engineering |
2016 |
Best Paper Award10th International Conference on Advanced Data Mining and Applications |
2016 |
Academic Star - 1st Rank in Top 10Graduate Technology Festival, Guangxi Normal University |
2015 |
Regular Reviewer of Journals
JCR Q1
JCR Q2
Program Committee member of leading AI/machine learning/data mining conferences
CORE Rank A*
CORE Rank A