Junnan Li

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