Concepedia

Junnan Li

JL

22

Publications

1.7K

Citations

16

H-Index

2017

Active since

Affiliations

National University of Singapore(Current)

Salesforce (United States)

Shanghai Jiao Tong University

University of Minnesota

Fudan University

Junnan Li is an author at National University of Singapore specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer SciencePattern RecognitionImage AnalysisMachine VisionComputer VisionNatural Language Processing

Publications per year

2017–2024

22

Publications

22

Prototypical Contrastive Learning of Unsupervised Representations

Junnan Li, Pan Zhou, Caiming Xiong · arXiv (Cornell University) · 2020 · 483 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +16

CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Yue Wang, Hung Lê, Akhilesh Deepak Gotmare et al. · 2023 · 320 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +21

CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

Junnan Li, Caiming Xiong, Steven C. H. Hoi · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 246 citations

Few-shot Learning, Engineering, Machine Learning +17

Tackling Data Heterogeneity in Federated Learning with Class Prototypes

Yutong Dai, Zeyuan Chen, Junnan Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 88 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Microplastics in equatorial coasts: Pollution hotspots and spatiotemporal variations associated with tropical monsoons

Mui‐Choo Jong, Xuneng Tong, Junnan Li et al. · Journal of Hazardous Materials · 2021 · 71 citations

Microplastics, Engineering, Equatorial Coasts +6

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