Papers published in top conferences and journals such as CVPR, ECCV, TPAMI; Google Scholar citations have exceeded 1300; serves as a reviewer for numerous prestigious conferences and journals including CVPR, ICCV, AAAI, NeurIPS, ICML, ICLR, ICME, TIP, TNNLS, JBHI, ESWA, PR, NEUNET, NEUCOM, and TMLR.
Research Experience
Currently a Postdoctoral Research Fellow in the Department of Electronic and Computer Engineering at The Hong Kong University of Science and Technology, a core member in Prof. Xiaomeng Li's Lab.
Education
Ph.D. from the Geometric Perception and Intelligence Research Lab (Gorilla Lab) at South China University of Technology, advised by Prof. Kui Jia; B.E. in Information Engineering from South China University of Technology.
Background
Research interests include deep learning, pattern recognition, computer vision, medical image analysis, and healthcare prediction. Particularly focused on advancing methodologies and techniques in transfer learning, domain adaptation, semi-supervised learning, clustering, data synthesis, large models, etc.
Miscellany
Personal website: https://skylerhallinan.com/; contact information includes email, ResearchGate, Twitter, Github, YouTube, Google Scholar, and ORCID.