Concepedia

James T. Kwok

JT

Statistics

Publications

165

Citations

13.5K

H-Index

61

Active since

1998

Affiliations

Hong Kong University of Science and Technology(Current)

University of Hong Kong

Hong Kong Baptist University

Tsinghua University

Hunan University

James T. Kwok is an author at Hong Kong University of Science and Technology specializing in computing, computer science, and machine learning.

Publications per year

1998–2025

165

Publications

165

Core Vector Machines: Fast SVM Training on Very Large Data Sets

Ivor W. Tsang, James T. Kwok, Pak-Ming Cheung · 2005 · 951 citations

Computing, Computer Engineering, Computer Science +17

Generalizing from a Few Examples: A Survey on Few-Shot Learning

Yaqing Wang, Quanming Yao, James T. Kwok et al. · arXiv (Cornell University) · 2019 · 802 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Transfer learning via dimensionality reduction

Sinno Jialin Pan, James T. Kwok, Qiang Yang · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2008 · 602 citations

Computing, Computer Science, Knowledge Representation +13

Combination of images with diverse focuses using the spatial frequency

Shutao Li, James T. Kwok, Yaonan Wang · Information Fusion · 2001 · 456 citations

Medicine, Visualization, Computer Vision +13

Multi-Label Learning with Global and Local Label Correlation

Yue Zhu, James T. Kwok, Zhi‐Hua Zhou · IEEE Transactions on Knowledge and Data Engineering · 2017 · 412 citations

Computing, Computer Science, Computer Vision +6

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