Concepedia

Junnan Li

JL

25

Publications

1.6K

Citations

18

H-Index

2013

Active since

Affiliations

Chongqing University(Current)

Salesforce (United States)

Chinese Academy of Sciences

Chongqing Technology and Business University

Beihang University

Junnan Li is an author at Chongqing University specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionComputer ScienceData MiningDeep LearningKnowledge DiscoverySelf-supervised LearningSupervised Learning

Publications per year

2013–2024

25

Publications

25

DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Junnan Li · arXiv (Cornell University) · 2020 · 499 citations · Full text

Artificial Intelligence, Natural Language Processing, Deep Neural Networks +13

A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors

Junnan Li, Qingsheng Zhu, Quanwang Wu et al. · Information Sciences · 2021 · 176 citations

Data Classification, Classification Method, Engineering +11

SMOTE-NaN-DE: Addressing the noisy and borderline examples problem in imbalanced classification by natural neighbors and differential evolution

Junnan Li, Qingsheng Zhu, Quanwang Wu et al. · Knowledge-Based Systems · 2021 · 92 citations

Differential Evolution, Data Classification, Classification Method +12

DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Junnan Li, Richard Socher, Steven C. H. Hoi · arXiv (Cornell University) · 2020 · 89 citations · Full text

Artificial Intelligence, Natural Language Processing, Deep Neural Networks +13

ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding

Le Xue, Ning Yu, Shu Zhang et al. · 2024 · 82 citations

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