基本信息
views: 13
Career Trajectory
Bio
I received my B.Eng. degree from School of the Gifted Young, University of Science and Technology of China in 2004, and Ph.D. degree from Department of Electrical Engineering and Electronics, University of Liverpool in 2008. Before I joined the Department of Computer Science, Universtiy of Manchester in 2016, I was a lecturer in Department of Electrical Engineering and Electronics, University of Liverpool.
My research is focused on developing advanced mathematical modelling and large-scale optimisation techniques to (1) simulate human intelligence and (2) analyse real-world complex data. For (1), I aim at constructing effective machine learning models to automate tasks such as matching, recognition, prediction, ranking, inference, characterisation, language and vision understanding, etc. For (2), I aim at developing algorithms to discover latent structure and extract information from large-scale, noisy and unstructured data, e.g., text, image, video, signal, network data, supporting development of text mining systems and other related research areas such as scientific data analytics.
My research is focused on developing advanced mathematical modelling and large-scale optimisation techniques to (1) simulate human intelligence and (2) analyse real-world complex data. For (1), I aim at constructing effective machine learning models to automate tasks such as matching, recognition, prediction, ranking, inference, characterisation, language and vision understanding, etc. For (2), I aim at developing algorithms to discover latent structure and extract information from large-scale, noisy and unstructured data, e.g., text, image, video, signal, network data, supporting development of text mining systems and other related research areas such as scientific data analytics.
Research Interests
Papers共 95 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
AAAI 2024no. 3 (2024): 2085-2093
CoRR (2024)
Cited0Views0EIBibtex
0
0
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMSno. 7 (2023): 3930-3943
Machine Learning (2023)
JOURNAL OF MACHINE LEARNING RESEARCH (2023)
Load More
Author Statistics
Co-Author
Co-Institution
D-Core
- 合作者
- 学生
- 导师
Data Disclaimer
The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn