I hold a research-intensive role in STEM (Information Technology) as an ARC DECRA Fellow | UniSA Enterprise Fellow, Senior Lecturer in Artificial Intelligence (AI).
My research innovations build the bridge between human cognition and AI and its applications to support decision making, including brain-computer interface, deep reinforcement learning, human-in-the-loop reasoning, multi-agent systems, and relevant semantic, multimedia, and transportation applications. I am leading the human-machine interaction and learning research as a key member of the Industrial AI Research Centre, and collaborate with Interactive and Virtual Environments Research Centre. I am also an ACM distinguished speaker and taught... Read more
About me
I hold a research-intensive role in STEM (Information Technology) as an ARC DECRA Fellow | UniSA Enterprise Fellow, Senior Lecturer in Artificial Intelligence (AI).
My research innovations build the bridge between human cognition and AI and its applications to support decision making, including brain-computer interface, deep reinforcement learning, human-in-the-loop reasoning, multi-agent systems, and relevant semantic, multimedia, and transportation applications. I am leading the human-machine interaction and learning research as a key member of the Industrial AI Research Centre, and collaborate with Interactive and Virtual Environments Research Centre. I am also an ACM distinguished speaker and taught undergraduate and postgraduate courses in programming in Python, human-computer interaction, and data analytics.
I am always open to recruit self-motivated, outstanding domestic/international PhD candidates who demonstrated strong background within my research areas. I am also interested in working with UniSA Honour and Master students for short-term research projects. Interested applicants please contact me by email - Jimmy.Cao@unisa.edu.au.
For recent updates and detailed information, please visit my personal website: https://czh513.github.io
About me
Doctor of Philosophy University of Technology Sydney
Before joining UniSA, I worked at the University of Technology Sydney and the University of Tasmania and completed my PhD at Australian AI Institute.
Research
Excludes commercial-in-confidence projects.
External research projects funded by 2022,
- A Closed-loop Human–Agent Learning Framework to Enhance Decision Making (Australian Research Council - DECRA Fellowship, 2022 - 2025)
- Operational Immersive Visualisation and Measurement of Dense Point Cloud Data in Forest Inventory (Forest and Wood Products Australia, 2020 - 2022)
- A Low Cost, Automated Data Collection and Defect Detection System for Paved Roads (ISW Pty Ltd, 2020 - 2023)
- Tasmanian Wool SmartFarm - Utilization of SmartTags in Early Detection of Sheep Re-Production (Australian Wool Innovation Limited, 2020)
- Multi-agent Reinforcement Learning in Support of Human-Machine Cooperative Systems (Office of Naval Research Global, 2019 - 2022)
- Intelligent Multi-agent Coordination and Learning (Defence Science and Technology Group, 2018)
- HealthSense - Technological Human Health Sensors Capable of Monitoring, and Providing Feedback and Intervention to the User (NSW Defence Innovation Network, 2018)
Research
Research outputs for the last seven years are shown below. To see earlier years visit ORCID, ResearcherID or Scopus
Open access indicates that an output is open access.
Year | Output |
---|---|
2021 |
Open access
1
|
2021 |
Open access
1
1
1
|
2020 |
4
|
2019 |
Open access
73
71
3
|
2018 |
125
121
|
Year | Output |
---|---|
2020 |
Open access
|
2020 |
Open access
2
|
2019 |
5
1
|
2019 |
2
|
Year | Output |
---|---|
2022 |
|
2022 |
1
|
2021 |
Open access
3
|
2021 |
1
1
|
2021 |
Open access
1
|
2021 |
Open access
1
1
6
|
2021 |
Open access
1
1
|
2021 |
Open access
1
1
1
|
2021 |
Open access
2
1
1
|
2021 |
Open access
3
2
|
2021 |
Open access
2
1
|
2021 |
10
9
|
2021 |
7
5
|
2021 |
7
4
|
2021 |
Open access
30
22
|
2021 |
4
1
|
2021 |
3
1
|
2021 |
Open access
1
|
2021 |
4
4
|
2021 |
1
|
2021 |
8
9
|
2021 |
Open access
4
6
|
2021 |
|
2021 |
38
27
|
2021 |
|
2021 |
49
24
|
2021 |
24
17
|
2021 |
2
1
|
2021 |
Open access
11
8
2
|
2021 |
4
3
|
2020 |
Open access
45
50
|
2020 |
47
60
1
|
2020 |
7
8
|
2020 |
29
27
|
2020 |
2
|
2020 |
Open access
44
61
|
2020 |
Open access
51
47
|
2020 |
14
10
|
2020 |
Open access
4
2
|
2020 |
Open access
|
2020 |
1
|
2020 |
17
14
|
2020 |
Open access
17
12
|
2020 |
18
14
1
|
2020 |
Open access
12
9
|
2019 |
Open access
5
8
27
|
2019 |
Open access
73
71
3
|
2019 |
Open access
23
21
11
|
2019 |
Open access
22
17
2
|
2019 |
Open access
9
9
|
2019 |
46
56
|
2019 |
Open access
20
18
1
|
2019 |
7
5
|
2019 |
Open access
7
7
|
2019 |
Open access
4
4
|
2019 |
11
9
|
2019 |
Open access
12
12
|
2019 |
Open access
16
13
|
2018 |
125
121
|
2018 |
27
28
1
|
2018 |
Open access
37
32
2
|
2018 |
Open access
2
2
|
2018 |
Open access
40
39
|
2018 |
Open access
14
14
|
2018 |
Open access
3
4
|
2017 |
Open access
35
33
|
2017 |
Open access
24
|
2016 |
Open access
37
36
3
|
Year | Output |
---|---|
2021 |
|
2021 |
Open access
|
2020 |
4
|
2020 |
|
2020 |
3
|
2019 |
Open access
1
|
2017 |
11
|
2015 |
16
3
|
External engagement & recognition
Organisation | Country |
---|---|
Beijing University of Technology | CHINA |
Bohai University | CHINA |
Brandon University | CANADA |
Chengdu University of Information Technology | CHINA |
Chongqing University | CHINA |
Chongqing University of Posts and Telecommunications | CHINA |
Edge Hill University | UNITED KINGDOM |
First Affiliated Hospital of Xi'an Jiaotong University | CHINA |
Griffith University | AUSTRALIA |
Guizhou University | CHINA |
Harbin Engineering University | CHINA |
Heifei University of Technology | CHINA |
Huazhong University of Science and Technology | CHINA |
Hunan University | CHINA |
Hunan University of Science and Technology | CHINA |
Indian Institute of Technology | INDIA |
Indian Institute Of Technology Indore | INDIA |
Indian Statistical Institute | INDIA |
Macau University of Science and Technology | MACAU (SAR OF CHINA) |
Macquarie University | AUSTRALIA |
Nanjing University of Aeronautics and Astronautics | CHINA |
Nantong University | CHINA |
National Chiao Tung University | TAIWAN |
National Taiwan Ocean University | TAIWAN |
National University of Defense Technology | CHINA |
National Yang Ming University | TAIWAN |
Newcastle University, United Kingdom | UNITED KINGDOM |
Oklahoma State University - Stillwater | UNITED STATES |
Peking University | CHINA |
Pennsylvania State University | UNITED STATES |
Poznan University of Technology | POLAND |
Sejong University | KOREA, REPUBLIC OF (SOUTH) |
Shanghai Jiao Tong University | CHINA |
Shanghaitech University | CHINA |
Shaoxing University | CHINA |
Shenzhen University | CHINA |
South China University of Technology | CHINA |
Southeast University | CHINA |
Southwest University | CHINA |
Southwest University Of Science And Technology | CHINA |
Swinburne University of Technology | AUSTRALIA |
Taipei Veterans General Hospital | TAIWAN |
Technical University of Denmark | DENMARK |
Torrens University Australia | AUSTRALIA |
University of Adelaide | AUSTRALIA |
University of Alberta | CANADA |
University of British Columbia | CANADA |
University of California | UNITED STATES |
University of Electronic Science and Technology of China | CHINA |
University of Fortaleza | BRAZIL |
University of New South Wales | AUSTRALIA |
University of Nottingham | UNITED KINGDOM |
University of Pennsylvania | UNITED STATES |
University of Pittsburgh | UNITED STATES |
University of Queensland | AUSTRALIA |
University of Science and Technology | SUDAN |
University of South Australia | AUSTRALIA |
University of Sydney | AUSTRALIA |
University of Tasmania | AUSTRALIA |
University of Technology Sydney | AUSTRALIA |
University of Technology, Sydney | AUSTRALIA |
University of Waterloo | CANADA |
Xian Jiaotong University | CHINA |
Xinxiang Medical University | CHINA |
Zhejiang University | CHINA |
External engagement & recognition
Engagement/recognition | Year |
---|---|
ACM’s Distinguished SpeakerAssociation for Computing Machinery (ACM) |
2022 |
Associate editorIEEE Transactions on Neural Networks and Learning Systems |
2022 |
Associate editorIEEE Transactions on Fuzzy Systems |
2022 |
Discovery Early Career Researcher Award (DECRA)Australian Research Council Discovery |
2022 |
OtherThe 6th IEEE International Conference on Agents (ICA) |
2022 |
Session ChairThe 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS) |
2022 |
Workshop ChairThe 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI) |
2022 |
Associate EditorNeurocomputing |
2021 |
Associate EditorScientific Data |
2021 |
Editorial board memberFrontiers in Neuroscience |
2021 |
OtherThe 5th IEEE International Conference on Agents (ICA) |
2021 |
ACS Certified Professional (CP) AwardAustralian Computer Society |
2020 |
Associate EditorNeurocomputing |
2020 |
Associate EditorScientific Data |
2020 |
Leading Guest EditorIEEE Transactions on Fuzzy Systems |
2020 |
Leading Guest EditorIEEE Transactions on Industrial Informatics |
2020 |
Session ChairICONIP: The 27th International Conference on Neural Information Processing, |
2020 |
Session ChairIEEE-FUZZY: IEEE International Conference on Fuzzy Systems, |
2020 |
Associate editorNeurocomputing |
2019 |
Associate EditorScientific Data |
2019 |
- Program Committee (PC) Member of Conferences (AAMAS, AAAI, IJCAI, NeurIPS, IEEE-Fuzzy, ICONIP, PRICAI, AJCAI)
- Reviewer of Journals (IEEE T-FS, IEEE T-NNLS, IEEE T-CYB, IEEE T-SMCS, IEEE T-TKDE, IEEE-PAMI, IEEE T-II, IEEE T-NSRE, IEEE J-BHI, IEEE J-IOT; ACM/IEEE T-CBB, ACM T-OMM; Elsevier: INS, KBS, Neurocomputing, NeuroImage).
Teaching & student supervision
Teaching & student supervision
Supervisions from 2010 shown
Thesis title | Student status |
---|---|
Knowledge representation in brain-computer interface | Current |