Concepedia

Sheng-Jun Huang

SH

Statistics

Publications

48

Citations

4K

H-Index

28

Active since

2008

Affiliations

Nanjing University of Aeronautics and Astronautics(Current)

Nanjing University

Novelis (Canada)

Ministry of Industry and Information Technology

Sheng-Jun Huang is an author at Nanjing University of Aeronautics and Astronautics specializing in machine learning, data science, and engineering.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceKnowledge DiscoveryPattern RecognitionDeep LearningSupervised LearningData MiningSemi-supervised Learning

Publications per year

2008–2024

48

Publications

48

Recent Advances in Open Set Recognition: A Survey

Chuanxing Geng, Sheng-Jun Huang, Songcan Chen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 892 citations · Full text

Few-shot Learning, Engineering, Machine Learning +21

Active Learning by Querying Informative and Representative Examples

Sheng-Jun Huang, Rong Jin, Zhi‐Hua Zhou · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 443 citations

Labeling Cost, Multiple Instance Learning, Engineering +17

Multi-instance multi-label learning

Zhi‐Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang et al. · Artificial Intelligence · 2011 · 426 citations · Full text

Instance-based Learning, Multiple Instance Learning, Engineering +10

Multi-Label Learning by Exploiting Label Correlations Locally

Sheng-Jun Huang, Zhi‐Hua Zhou · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 255 citations · Full text

Few Correlations, Multiple Instance Learning, Engineering +17

Active Learning by Querying Informative and Representative Examples

Sheng-Jun Huang, Rong Jin, Zhi‐Hua Zhou · 2010 · 234 citations

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