Nan Duan

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Zhangyin Feng, Daya Guo, Duyu Tang et al. · 2020 · 2.4K citations · Full text

Computing, Computer Science, Linguistics +13

scGPT: toward building a foundation model for single-cell multi-omics using generative AI

Haotian Cui, Hassaan Maan, Kuan Pang et al. · Nature Methods · 2024 · 1K citations

Life Sciences, Bioinformatics, Computer Science +14

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training

Gen Li, Nan Duan, Yuejian Fang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 745 citations · Full text

Computing, Computer Science, Computer Vision +16

CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning

Huaishao Luo, Lei Ji, Ming Zhong et al. · Neurocomputing · 2022 · 677 citations

Computing, Computer Science, Computer Vision +10

UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Daya Guo, Shuai Lu, Nan Duan et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 542 citations · Full text

Computing, Computer Science, Machine Learning +15