Junnan Li
2008–2026 年に発表
- 214
- 論文数
- 33,682
- 被引用数
- 53
- h 指数
- 134
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science73.7%
- Engineering5.2%
- Biochemistry, Genetics and Molecular Biology5%
- Medicine4.6%
- Materials Science2.3%
- Social Sciences1.7%
- その他7.5%
トピック
- 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%
- その他66.3%
共著者
- Caiming Xiong30
- Steven C. H. Hoi26
- Silvio Savarese21
- Mohan S. Kankanhalli19
- Dongxu Li17
- Yongkang Wong16
- Qi Zhao13
- Qingsheng Zhu13
- Tao Li12
- Ran Xu10
- Doyen Sahoo9
- Chenglong Li8
- Hang Fai Kwok8
- Baosheng Wang7
- Juan Carlos Niebles7
- Yuhui Xu7
- Anthony Meng Huat Tiong6
- Boyang Li6
- Hanze Dong6
- Quanwang Wu6
- Zhigang Sun6
- Amartya Ganguly5
- Haoning Wu5
- Jie Wu5
全論文
- BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
著者: Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi - ICML 2023 被引用: 8,663
- InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
著者: 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 被引用: 3,733
- BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
著者: Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi - ICML 2022 被引用: 7,076
- Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
著者: Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi - Neural Information Processing Systems, NeurIPS 2021 被引用: 2,847
- CodeT5+: Open Code Large Language Models for Code Understanding and Generation
著者: 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 被引用: 347
- DivideMix: Learning with Noisy Labels as Semi-supervised Learning
著者: Junnan Li, Richard Socher, Steven C. H. Hoi - ICLR 2020 被引用: 1,393
- Prototypical Contrastive Learning of Unsupervised Representations
著者: Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi - ICLR 2021 被引用: 1,201
- CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
著者: Junnan Li, Caiming Xiong, Steven C. H. Hoi - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 被引用: 265
- LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
著者: Haoning Wu, Dongxu Li, Bei Chen, Junnan Li - Advances in Neural Information Processing Systems 37, NeurIPS 2024 被引用: 659
- A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
著者: 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 被引用: 124
- Aria: An Open Multimodal Native Mixture-of-Experts Model
著者: 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 被引用: 124
- BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
著者: Dongxu Li, Junnan Li, Steven C. H. Hoi - Advances in Neural Information Processing Systems 36, NeurIPS 2023 被引用: 126
- From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models
著者: 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 被引用: 131
- Aria-UI: Visual Grounding for GUI Instructions
著者: 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 被引用: 93
- GTA1: GUI Test-time Scaling Agent
著者: 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 被引用: 78
- Reward-Guided Speculative Decoding for Efficient LLM Reasoning
著者: Baohao Liao, Yuhui Xu, Hanze Dong, Junnan Li, Christof Monz, Silvio Savarese, Doyen Sahoo, Caiming Xiong - ICML 2025 被引用: 109
- Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
著者: Xu Liu, Juncheng Liu, Gerald Woo, Taha Aksu, Yuxuan Liang, Roger Zimmermann, Chenghao Liu, Junnan Li, Silvio Savarese, Caiming Xiong, Doyen Sahoo - ICML 2025 被引用: 107
- X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning
著者: 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 被引用: 69
- MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
著者: Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li - ArXiv.org, CoRR 2025 被引用: 63
- ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding
著者: 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 被引用: 100
- Learning from Noisy Data with Robust Representation Learning
著者: Junnan Li, Caiming Xiong, Steven C. H. Hoi - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 被引用: 108
- Mechanism of pH-switchable peroxidase and catalase-like activities of gold, silver, platinum and palladium
著者: Junnan Li, Wenqi Liu, Xiaochun Wu, Xingfa Gao - Biomaterials 2015 被引用: 557
- A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors
著者: Junnan Li, Qingsheng Zhu, Quanwang Wu, Fan Zhu - Information Sciences, Inf. Sci. 2021 被引用: 182
- Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
著者: Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong - Lecture notes in computer science, ECCV (10) 2022 被引用: 77
