Projects per year
Personal profile
Personal profile
Rui Yang received both Ph.D. degree and B.Eng degree from National University of Singapore (NUS). His main research areas are transfer learning (TL), deep learning (DL), intelligent optimization, brain-computer interface (BCI) and human-robot interaction. He is also the Associate Editor (AE) of Neurocomputing (IF=6.0), cognitive computation (IF=5.4) and International Journal of Network Dynamics and Intelligence. He is the Founding Director of Centre for Intelligent Control and Optimization (CICO).
Dr. Yang is recruiting PhD, MRes/MSc, and UG Students in the following three directions:
1. Intelligent Control and Optimization;
2. Deep Transfer Learning in Brain-Computer Interface;
3. Human Computer Interaction in VR/AR.
Students working with me usually can publish paper as the first author in top journals (such as IEEE TNSRE, IEEE TIM, IEEE TVCG, IEEE TCDS, IEEE TETCI, Neurocomputing, CEP, CIBM) and top conferences (such as IEEE VR, UIST).
For students who are interested in doing projects related to the above directions, please feel free to send me an email: R.Yang@xjtlu.edu.cn
Research interests
Data Driven Fault Diagnosis using Machine Learning
Machine Learning based Human Computer Interaction
Experience
Associate Professor, Xi’an Jiaotong-Liverpool University, Suzhou, China
Honorary Lecturer, University of Liverpool, Liverpool, UK
Associate Professor, Shandong University of Science and Technology, Qingdao, China
Teaching Assistant, National University of Singapore, Singapore
Software Engineer, Accenture, Singapore
Teaching
INT202 Complexity of Algorithms
INT301 Bio-Computation
Awards and honours
2024, Excellent Reviewer, IEEE Transactions on Network Science and Engineering, IEEE Communications Society
2024, 1st-Class Award in Natural Science Award, Intelligent Detection and Fault Diagnosis Method for Abnormal Working Conditions in Complex Industrial Processes, Shandong Automation Association
2022, Honorable Mention Best Poster Award, IEEE VR Conference
2021, Third Prize, Jiangsu Province University Micro Lecture and Micro Module Teaching Competition
2021, National Grand and 1st class award, Siemens Cup CIMC, MOE/Siemens
2021, Jiangsu Provincial Qinglan Project, Jiangsu
2020, Jiangsu Provincial Innovation Entrepreneurship Talent, Jiangsu
2020, Best Paper in Advances in Data Driven Process Monitoring and Control for Complex Industrial Systems of the 29th IEEE ISIE
2019, National 1st class award (cooperative robot), Siemens Cup CIMC, MOE/Siemens
2015, National 2nd class award (motion control), Siemens Cup CIMC, MOE/Siemens
2015, Key Member of Taishan Scholar Project of Shandong Province, China
2008, 2nd Runner-Up in Agilent Engineering Excellence Program, Singapore
2008, 2nd Runner-Up in Agilent VEE Challenge 2008 Contest, Asia
2008, National University of Singapore Research Scholarship, Singapore
2004, Ministry of Education Scholarship, Singapore
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, National University of Singapore, Singapore
B.Eng, National University of Singapore, Singapore
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Optimizing human-robot interaction in a brain-computer interface based walking assist robot system
Huang, M., Yang, R., Wan, Z., Wang, L., Sun, W., Zheng, Y. & Lu, A.
1/01/24 → 31/12/26
Project: Internal Research Project
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Exploration of the Usability of Virtual Reality Rehabilitation System
Huang, M., Yue, Y., Yang, R., Sun, W., Wang, L., Zhang, J. & Wan, Z.
1/07/23 → 1/07/25
Project: Governmental Research Project
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Suzhou Municipal Key Lab for Intelligent Virtual Engineering
Yue, Y., Liang, H. N., Lim, E. G., Man, K. L., Ma, F., Wang, X., Guan, S., Wang, Q., Xiao, J., Ma, J., Meng, J., Zhang, C., Chen, M., Chen, B., Wang, W., Craig, P., Sun, J., Liu, G., Xia, J., Zhu, X., Yu, L., Zhang, J., Qi, J., Huang, M., Yang, R., Li, S., Dong, Y., Yang, X., Li, Y., Wang, J., Zhang, H., Wei, Z., Sun, Q., Elsheikh, A., Levers, A., Konev, B., Coenen, F., Atkinson, K., Gasieniec, L., Wong, P., Payne, T., Garcia-Fernandez, A. & Zhang, Y.
1/11/22 → 30/10/25
Project: Governmental Research Project
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Research on single-stage high frequency link power sub transformer based on gallium nitride power integration
Wen, H., Zhang, Q., Yang, R., Chu, G., Lim, E. G., Liu, W., Hao, J., Bu, Q., Zhu, Y., Xu, P., Wang, X., Yang, Y., 汪义旺, 丰郅宸, 韩旭 & 程朝飞
1/07/22 → 30/06/25
Project: Governmental Research Project
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Trajectory Evolution Mechanism and Geometric Reconstruction Online Optimization of High-frequency Isolated Multi-modal Power Converters
Wen, H., Kommuri, S., Zhang, Q., Yang, R., 胡义华, 肖卫东, 楚冠英, 卜庆雷, 朱殷晓 & 徐培超
1/01/22 → 31/12/25
Project: Governmental Research Project
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Controlling Experience for Interaction Techniques in Virtual Reality Exergames
Sun, W., Huang, M., Wu, C., Wang, W., Yang, R. & Shi, J., 2024, (Accepted/In press) IEEE Conference on Virtual Reality and 3D User Interfaces.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Designing an AR-Based Materials Library for Higher Education: Offering a Four-Know Learning Structure for Design and Engineering Students
Xu, Y., Huang, M., Sun, W., Yang, R., Imparato, M. & Liang, H. N., 2024, Immersive Learning Research Network - 9th International Conference, iLRN 2023, Revised Selected Papers. Bourguet, M-L., Krüger, J. M., Pedrosa, D., Dengel, A., Peña-Rios, A. & Richter, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 250-259 10 p. (Communications in Computer and Information Science; vol. 1904 CCIS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Development of a 3D Modelling Gallery Based on Virtual Reality
Xu, Z., Huang, M., Yang, R., Wang, L. & Liu, Y., 2024, Immersive Learning Research Network - 9th International Conference, iLRN 2023, Revised Selected Papers. Bourguet, M-L., Krüger, J. M., Pedrosa, D., Dengel, A., Peña-Rios, A. & Richter, J. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 260-270 11 p. (Communications in Computer and Information Science; vol. 1904 CCIS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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EEGProgress: A fast and lightweight progressive convolution architecture for EEG classification
Chen, Z., Yang, R., Huang, M., Li, F., Lu, G. & Wang, Z., Feb 2024, In: Computers in Biology and Medicine. 169, 107901.Research output: Contribution to journal › Article › peer-review
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Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification
Chen, Z., Yang, R., Huang, M., Wang, Z. & Liu, X., 2024, (Accepted/In press) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 2, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Activities
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Cognitive Computation (Journal)
Rui Yang (Associate Editor)
4 Feb 2024 → …Activity: Peer-review and editorial work of publications › Editorial work
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7th International Conference on Big Data and Internet of Things (BDIOT2023)
Rui Yang (Speaker)
Aug 2023 → …Activity: Talk or presentation › Invited talk
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International Journal of Intelligent Robotics and Applications (Journal)
Rui Yang (Editor)
Aug 2023 → …Activity: Peer-review and editorial work of publications › Editorial work
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Deep Transfer Learning based Few-Shot Fault Diagnosis
Rui Yang (Supervisor)
Jun 2023 → Aug 2023Activity: Supervision › Completed SURF Project
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3rd International Forum on Signal Processing (IFSP 2023)
Rui Yang (Speaker)
Jan 2023 → …Activity: Talk or presentation › Invited talk