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Junnan Li

Active 2008–2026

214
Papers
33,682
Citations
53
h-index
134
i10-index

Citations

Citations per year for Junnan Li1988: 1 citations1995: 1 citations2004: 2 citations2005: 1 citations2008: 1 citations2009: 2 citations2010: 2 citations2011: 1 citations2013: 1 citations2014: 4 citations2015: 6 citations2016: 12 citations2017: 30 citations2018: 43 citations2019: 153 citations2020: 327 citations2021: 525 citations2022: 801 citations2023: 2,121 citations2024: 3,668 citations2025: 2,680 citations2026: 905 citations2027: 2 citations1989–1994: no citations, so these years are not shown1996–2003: no citations, so these years are not shown2006–2007: no citations, so these years are not shown2012: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 3,572 citing papers, 37.6% of this breakdownUnited States: 1,524 citing papers, 16.1% of this breakdownUnited Kingdom: 446 citing papers, 4.7% of this breakdownHong Kong: 398 citing papers, 4.2% of this breakdownSingapore: 358 citing papers, 3.8% of this breakdownAustralia: 305 citing papers, 3.2% of this breakdownGermany: 260 citing papers, 2.7% of this breakdownSouth Korea: 248 citing papers, 2.6% of this breakdownCanada: 210 citing papers, 2.2% of this breakdownIndia: 205 citing papers, 2.2% of this breakdownJapan: 188 citing papers, 2% of this breakdownFrance: 140 citing papers, 1.5% of this breakdown
0%37.6%Other 17.2%

Institutions

Fields

  • Computer Science73.7%
  • Engineering5.2%
  • Biochemistry, Genetics and Molecular Biology5%
  • Medicine4.6%
  • Materials Science2.3%
  • Social Sciences1.7%
  • Other7.5%

Topics

  • Multimodal Machine Learning Applications11.6%
  • Topic Modeling5.9%
  • Domain Adaptation and Few-Shot Learning5.7%
  • Advanced Image and Video Retrieval Techniques4%
  • Natural Language Processing Techniques3.9%
  • Advanced Neural Network Applications2.6%
  • Other66.3%

Coauthors

All papers

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  1. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

    Authors: Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi - ICML 2023 cited by 8,663

  2. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

    Authors: Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi - Advances in Neural Information Processing Systems 36, NeurIPS 2023 cited by 3,733

  3. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

    Authors: Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi - ICML 2022 cited by 7,076

  4. Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

    Authors: Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi - Neural Information Processing Systems, NeurIPS 2021 cited by 2,847

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

    Authors: Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi - Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 cited by 347

  6. DivideMix: Learning with Noisy Labels as Semi-supervised Learning

    Authors: Junnan Li, Richard Socher, Steven C. H. Hoi - ICLR 2020 cited by 1,393

  7. Prototypical Contrastive Learning of Unsupervised Representations

    Authors: Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi - ICLR 2021 cited by 1,201

  8. CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

    Authors: Junnan Li, Caiming Xiong, Steven C. H. Hoi - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 cited by 265

  9. LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

    Authors: Haoning Wu, Dongxu Li, Bei Chen, Junnan Li - Advances in Neural Information Processing Systems 37, NeurIPS 2024 cited by 659

  10. A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

    Authors: Wei Xiong, Jiarui Yao, Yuhui Xu, Bo Pang, Lei Wang, Doyen Sahoo, Junnan Li, Nan Jiang, Tong Zhang, Caiming Xiong, Hanze Dong - ArXiv.org, CoRR 2025 cited by 124

  11. Aria: An Open Multimodal Native Mixture-of-Experts Model

    Authors: Dongxu Li, Yudong Liu, Haoning Wu, Yue Wang, Zhiqi Shen, Bowen Qu, Xinyao Niu, Zhou, Fan, Huang, Chengen, Junnan Li, Zhu, Chongyan, Ren, Xiaoyi, Li, Chao, Ye, Yifan, Liu, Peng, Zhang, Lihuan, Yan, Hanshu, Wang, Guoyin, Chen, Bei, Li, Junnan - arXiv (Cornell University), CoRR 2024 cited by 124

  12. BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing

    Authors: Dongxu Li, Junnan Li, Steven C. H. Hoi - Advances in Neural Information Processing Systems 36, NeurIPS 2023 cited by 126

  13. From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models

    Authors: Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 cited by 131

  14. Aria-UI: Visual Grounding for GUI Instructions

    Authors: Yuhao Yang, Yue Wang, Dongxu Li, Ziyang Luo, Bei Chen, Chao Huang, Junnan Li - Findings of the Association for Computational Linguistics: ACL 2025, ACL (Findings) 2025 cited by 93

  15. GTA1: GUI Test-time Scaling Agent

    Authors: Yanqiang Yang, Dongxu Li, Yutong Dai, Yuhao Yang, Luo, Ziyang, Zirui Zhao, Zhiyuan Hu, Huang, Junzhe, Amrita Saha, Zeyuan Chen, Ran Xu, Liyuan Pan, Silvio Savarese, Caiming Xiong, Junnan Li - ArXiv.org, CoRR 2025 cited by 78

  16. Reward-Guided Speculative Decoding for Efficient LLM Reasoning

    Authors: Baohao Liao, Yuhui Xu, Hanze Dong, Junnan Li, Christof Monz, Silvio Savarese, Doyen Sahoo, Caiming Xiong - ICML 2025 cited by 109

  17. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

    Authors: Xu Liu, Juncheng Liu, Gerald Woo, Taha Aksu, Yuxuan Liang, Roger Zimmermann, Chenghao Liu, Junnan Li, Silvio Savarese, Caiming Xiong, Doyen Sahoo - ICML 2025 cited by 107

  18. X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning

    Authors: Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles - arXiv (Cornell University), CoRR 2023 cited by 69

  19. MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

    Authors: Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li - ArXiv.org, CoRR 2025 cited by 63

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

    Authors: Le Xue, Ning Yu, Shu Zhang, Artemis Panagopoulou, Junnan Li, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 cited by 100

  21. Learning from Noisy Data with Robust Representation Learning

    Authors: Junnan Li, Caiming Xiong, Steven C. H. Hoi - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 cited by 108

  22. Mechanism of pH-switchable peroxidase and catalase-like activities of gold, silver, platinum and palladium

    Authors: Junnan Li, Wenqi Liu, Xiaochun Wu, Xingfa Gao - Biomaterials 2015 cited by 557

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

    Authors: Junnan Li, Qingsheng Zhu, Quanwang Wu, Fan Zhu - Information Sciences, Inf. Sci. 2021 cited by 182

  24. Open Vocabulary Object Detection with Pseudo Bounding-Box Labels

    Authors: Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong - Lecture notes in computer science, ECCV (10) 2022 cited by 77