معرفی
Distinguished Professor Chin-Teng Lin is a leading academic at the University of Technology Sydney (UTS), where he serves as Co-Director of the Australian AI Institute (AAII) and Director of the Computational Intelligence and Brain Computer Interface Lab. With a career spanning decades, he has pioneered advancements in artificial intelligence (AI) and brain-computer interfaces (BCI), focusing on human-machine collaboration, wearable EEG systems, and neuroergonomics.
- School of Computer Science, UTS
- Co-Director, Australian AI Institute
- Director, Computational Intelligence and BCI Lab
Lin’s research interests are deeply rooted in machine-intelligent systems, cognitive neuroscience, and human-centric AI. He has developed groundbreaking technologies like fuzzy neural networks (FNNs) in 1992, which revolutionized AI by integrating human-like reasoning. His work extends to multi-agent reinforcement learning for cybersecurity, wearable EEG devices for real-world applications, and neurofeedback interventions for chronic pain management.
His research outputs include over 950 peer-reviewed publications, with a focus on deep learning, transformer models, and clustering algorithms. Articles like the MGRW-Transformer (2025) and Autonomous Clustering (2025) highlight his leadership in interpretable AI and parameter-free methods.
Scientific awards and recognitions include:
- IEEE Fellow (2005)
- IFSA Fellow (2012)
- IEEE Fuzzy Systems Pioneer Award (2017)
- Outstanding Achievement Award, Asia Pacific Neural Network Assembly
Lin has supervised 72 PhD candidates, 30 postdoctoral fellows, and 237 research Masters students since 1992, mentoring notable alumni such as Dr. Zehong Cao (ARC DECRA Fellow) and Prof. Chia-Feng Juang (IEEE Fellow). His funding portfolio includes $10M+ from the US Army Research Lab, $3.8M from the Australian Defence Innovation Hub, and $30.2M in industry collaborations.
