Yike Guo
Regular biography
Yike Guo is a Chair Professor at the Hong Kong University of Science and Technology (HKUST), affiliated with the Department of Computer Science and Engineering. His research focuses on Data, Knowledge and Information Management, encompassing areas such as data mining and machine learning. He holds a PhD in Computational Logic from Imperial College London and has held significant academic and leadership roles, including as Provost of HKUST since 2022. His work spans interdisciplinary applications in various scientific domains, and he is recognized as a Fellow of multiple prestigious academic societies.
Scholar-generated biography
Yike Guo is a researcher in the Department of Computer Science and Engineering at The Hong Kong University of Science and Technology. His work focuses on data mining, machine learning, and Artificial Intelligence. Guo's research spans diverse applications, including sleep stage scoring using EEG signals, medical image analysis for brain tumor detection, and privacy-preserving techniques in federated learning. He has also explored topics such as GDPR compliance in data management and blockchain-based solutions for personal data protection. His publications reflect a strong emphasis on deep learning models, generative adversarial networks, and the integration of AI in healthcare and data security.