基本信息
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Bio
My dream is to create intelligent machines having human-level capabilities, particularly the ability of perceiving and understanding the world through vision. With this long-term motivation, I obtained relevant Bachelor and Master degrees both from Xi’an Jiaotong University, and the PhD degree from National University of Singapore, followed by the participation of multiple interesting AI-relevant research programs mainly in University of Dundee, UK. In the past ten years, I witnessed and joined the wave of the shift in AI approaches from the ‘old’ feature engineering to the ‘new’ Deep Learning. However, Deep Learning itself cannot achieve the artificial general intelligence (AGI). Creative solutions and novel learning mechanisms need to be developed to solve challenging fundamental problems. Often, these challenging problems are derived from practical applications such as autonomous driving, surveillance, and healthcare. Our research group uses healthcare applications (particularly relevant to medical image analysis) as the engine, driving the exploration and development of novel AI techniques and solutions.
Research Interests
Papers共 136 篇Author StatisticsCo-AuthorSimilar Experts
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ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024): 4265-4269
iScienceno. 3 (2024): 109243-109243
IEEE TRANSACTIONS ON COMPUTERSno. 6 (2024): 1559-1574
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.4975-4979, (2024)
Nature communicationsno. 1 (2024): 3768-3768
Wenying Zhou, Zejun Ye,Guangliang Huang,Xiaoer Zhang,Ming Xu,Baoxian Liu,Bowen Zhuang, Zijian Tang, Shan Wang,Dan Chen,Yunxiang Pan,Xiaoyan Xie,
BMC Medicineno. 1 (2024): 1-14
crossref(2024)
CVIPPR (2024)
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