Dr Xin Yuan
Senior Research Associate
School of Electrical and Mechanical Engineering
Faculty of Sciences, Engineering and Technology
Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.
Xin Yuan, a.k.a. Vernon, is fascinated by the effects of Artificial Intelligence (AI) and autonomous machines on our contemporary daily lives and the innovations they brought to the industry.
- My Research
- Career
- Publications
- Grants and Funding
- Teaching
- Supervision
- Professional Activities
- Contact
Xin Yuan, also known as Vernon, is undertaking research at the University of Adelaide.
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Appointments
Date Position Institution name 2024 - ongoing Senior Research Associate University of Adelaide 2023 - 2024 Associate Lecturer University of Adelaide 2021 - 2023 Research Fellow University of Adelaide 2017 - 2021 P/T Lecturer University of Adelaide -
Awards and Achievements
Date Type Title Institution Name Country Amount 2022 Award Outstanding Reviewer at IEEE Transactions on Cybernetics IEEE Systems, Man and Cybernetics Society United States - 2022 Award Outstanding Young Professional Volunteer Award IEEE South Australia Section Australia - 2020 Research Award Best Innovation Award ISIKM Japan - 2019 Scholarship The Simon Rockliff Scholarship Defence Science and Technology Group Australia - 2018 Scholarship ARC Grant Funded PhD Scholarship Australian Research Council Australia - 2018 Award 3-Minutes-Thesis People’s Choice The University of Adelaide Australia - 2017 Scholarship The Australian Government Research Training Program Scholarship Department of Education Australia - -
Language Competencies
Language Competency Chinese (Cantonese) Can read, write, understand spoken and peer review Chinese (Mandarin) Can read, write, speak, understand spoken and peer review English Can read, write, speak, understand spoken and peer review Japanese Can understand spoken -
Education
Date Institution name Country Title 2016 - 2021 University of Adelaide Australia PhD 2012 - 2015 University of Adelaide Australia Honour Bachelor Degree of Engineering -
Research Interests
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Journals
Year Citation 2024 Xu, L., Wang, Z., Zhang, S., Yuan, X., Wang, M., & Chen, E. (2024). Modeling Student Performance using Feature Crosses Information for Knowledge Tracing. IEEE Transactions on Learning Technologies, 1-14.
2023 Lian, Z., Shi, P., Lim, C. C., & Yuan, X. (2023). Fuzzy-model-based lateral control for networked autonomous vehicle systems under hybrid cyber-attacks. IEEE Transactions on Cybernetics, 53(4), 2600-2609.
Scopus59 WoS44 Europe PMC12023 Fei, Y., Shi, P., Lim, C. P., & Yuan, X. (2023). Finite-Time Observer-Based Formation Tracking with Application to Omnidirectional Robots. IEEE Transactions on Industrial Electronics, 70(10), 10598-10606.
Scopus3 WoS52022 Yuan, X., Liebelt, M. J., Shi, P., & Phillips, B. J. (2022). Cognitive decisions based on a rule-based fuzzy system. Information Sciences, 600, 323-341.
Scopus3 WoS12021 Yu, J., Li, Q., Xing, W., Yuan, X., & Shi, Y. (2021). Event-Based Consensus Tracking for Nonlinear Multi-Agent Systems Under Semi-Markov Jump Topology. IEEE ACCESS, 9, 135868-135878.
Scopus32021 Yuan, X., Liebelt, M. J., Shi, P., & Phillips, B. J. (2021). Creating rule-based agents for artificial general intelligence using association rules mining. International Journal of Machine Learning and Cybernetics, 12(1), 223-230.
Scopus4 WoS6 -
Conference Papers
Year Citation 2022 Fei, Y., Yuan, X., Shi, P., & Lim, C. (2022). Neural-Based Hierarchical Formation Control of Mixed-Order Multi-Agent Systems. In 2021 International Conference on Machine Learning and Cybernetics (ICMLC) Vol. 2021-December (pp. 1-6). online: IEEE.
WoS22020 Fei, Y., Yuan, X., Shi, P., & Lim, C. C. (2020). Uncertainty-Observer-Based Dynamic Sliding Mode Formation Control of Multi-agent Systems. In 2020 IEEE International Conference on Machine Learning and Cybernetics (ICMLC) Vol. 2020-December (pp. 82-87). online: IEEE.
Scopus12019 Yuan, X., Liebelt, M. J., Shi, P., & Phillips, B. J. (2019). Development of rule-based agents for autonomous parking systems by association rules mining. In Proceedings of the 19th International Conference on Machine Learning and Cybernetics (ICMLC 2019) Vol. 2019-July (pp. 1-6). Piscataway, NJ: IEEE.
WoS22017 Yuan, X., Liebelt, M., & Phillips, B. (2017). A cognitive approach for reproducing the homing behaviour of honey bees. In Proceedings of the 9th International Conference on Agents and Artificial Intelligence Vol. 2 (pp. 543-550). Portugal: SCITEPRESS.
Scopus3 WoS3 -
Software
Year Citation - Yuan, X. (n.d.). Multi-Approaches to Achieve an Advanced Cognitive Agent in a New Type of Parallel Processing Computer [Computer Software].
Date | Project Title | Investigators | Funding Body | Amount | |
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2023 | Sandland Bequest Fund: Innovative Sensory Fusion and AI-empowered Analysis for Enhancing Animal Welfare Monitoring | Whittaker A, Yuan X, Shi P, Smith M, Partoon J | The University of Adelaide | AUD 32,000 | |
2023 | Faculty of Health and Medical Sciences Internal Funding Schemes | Wiederman S, Shi P, Akmeliawati R, Yuan X | The University of Adelaide |
AUD 37,280 |
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2021 | Remote Operations - Shadow Robots - Stage 1 | Shi P, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 165,000 | |
2021 | Collaborative Robots Evaluation and Deployment Strategy Development – Stage 2 | Shi P, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 34,000 | |
2021 | AGVs (with optional integrated collaborative robots) - Stage 2 | Shi P, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 34,000 | |
2021 | A systematic solution for Innovation Challenges of Australian Meat Processor Corporation | Shi P, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 9,857.10 | |
2021 | Bone Belt Monitoring - Stage 2 | Shi P, Wu Q, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 55,000 | |
2021 | Beef Butt (HQ) Deboning Automation – Stage 2 | Shi P, Wu Q, Yuan X | Australian Meat Processor Corporation & Meat and Livestock Australia | AUD 235,000 |
Date | Taught | Developed | Coordinated | Course Title | Institution | Course Level/ Code |
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2017 | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | ||
2017 | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | ||
2017 | x | Digital Electronics | The University of Adelaide | ELEC ENG 1102 | ||
2018 | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | ||
2018 | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | ||
2018 | x | Digital Systems | The University of Adelaide | ELEC ENG 2100 | ||
2018 | x | Digital Electronics | The University of Adelaide | ELEC ENG 1102 | ||
2018 | x | x | x | Autonomous Systems | The University of Adelaide | ELEC ENG 4107 |
2019 | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | ||
2019 | x | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | |
2019 | x | Digital Systems | The University of Adelaide | ELEC ENG 2100 | ||
2019 | x | x | Digital Electronics | The University of Adelaide | ELEC ENG 1102 | |
2019 | x | x | x | Autonomous Systems | The University of Adelaide | ELEC ENG 4107 |
2020 | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | ||
2020 | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | ||
2020 | x | Digital Systems | The University of Adelaide | ELEC ENG 2100 | ||
2020 | x | x | Digital Electronics | The University of Adelaide | ELEC ENG 1102 | |
2021 | x | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | |
2021 | x | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | |
2021 | x | Digital Systems | The University of Adelaide | ELEC ENG 2100 | ||
2021 | x | Digital Electronics | The University of Adelaide | ELEC ENG 1102 | ||
2021 | x | Research Methods and Project Management | The University of Adelaide |
ENG 3005 |
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2023 | x | x | Analog Electronics | The University of Adelaide | ELEC ENG 1100 | |
2023 | x | x | Electronic Systems | The University of Adelaide | ELEC ENG 1101 | |
2023 | x | Programming (MATLAB & C/Excel) | The University of Adelaide | ENG 1002/1003 | ||
2023 | x | x | Digital Systems | The University of Adelaide | ELEC ENG 2100 |
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Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2023 Co-Supervisor Neural network-based fruit recognition, obstacles avoidance, and fruit picking by controlling the motion of a robotic arm Doctor of Philosophy Doctorate Full Time Mr Md Tagor Hossain
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Committee Memberships
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Memberships
Date Role Membership Country 2016 - ongoing Member IEEE United States
Connect With Me
External Profiles