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Jifeng Dai

Jifeng Dai has 2 papers in our library, in 2019–2024, most of them on Language models & pretraining, Reasoning, Vision & language; often with Lewei Lu, Xizhou Zhu, Yue Cao.

2 papers in our library · 2019–2024

OpenAlex · ORCID · h-index 49 · 145 works · 34,970 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1,583 times in our library · 17 more in our library without a page yet · ⭐ Paper Stars ranking: #2286

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Tsinghua UniversityBeijing · China2010–2026 · 57 paperscurrent🔬Shanghai Artificial Intelligence LaboratoryShanghai · China2022–2025 · 29 papers🏢SensetimeBeijing · China2020–2022 · 17 papers🏢Microsoft Research AsiaBeijing · China2016–2019 · 11 papers🏢MicrosoftRedmond · United States2015–2019 · 10 papers🎓Kunming University of Science and TechnologyKunming · China2022–2024 · 4 papers🎓Beijing University of Civil Engineering and ArchitectureBeijing · China2010–2016 · 4 papers🎓Shanghai Jiao Tong UniversityShanghai · China2020–2022 · 3 papers🔬Beijing National Research Center for Information Science and TechnologyBeijing · China2024–2025 · 2 papers🎓Chinese University of Hong KongHong Kong · China2020–2021 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workVision & language · 1 work

 Works by year

2020s

20241 paper

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. VL-BERT: Pre-training of Generic Visual-Linguistic Representations (2019 · 1,066 citations)
    Vision-and-language tasks such as visual question answering and visual commonsense reasoning have usually been handled by task-specific models.
  2. Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization (2024 · 44 citations)
    Open-source multimodal LLMs trained only with pre-training and supervised fine-tuning often score lower when they reason step by step than when they answer directly.

All works

19 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. R-FCN: Object Detection via Region-based Fully Convolutional Networks ↗arXiv (Cornell University) · no summary yetJifeng Dai et al.2016 · 3,248 citations
  2. Deformable ConvNets V2: More Deformable, Better Results ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXizhou Zhu et al.2019 · 2,786 citations
  3. Instance-Aware Semantic Segmentation via Multi-task Network Cascades ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJifeng Dai, Kaiming He, Jian Sun2016 · 1,287 citations
  4. BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetJifeng Dai, Kaiming He, Jian Sun2015 · 1,130 citations
  5. Fully Convolutional Instance-Aware Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYi Li et al.2017 · 1,097 citations
  6. ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDi Lin et al.2016 · 1,096 citations
  7. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsarXiv:1908.08530Weijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,066 citations
  8. InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenhai Wang et al.2023 · 1,040 citations
  9. Planning-oriented Autonomous Driving ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYihan Hu et al.2023 · 965 citations
  10. Deep Feature Flow for Video Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXizhou Zhu et al.2017 · 679 citations
  11. An Empirical Study of Spatial Attention Mechanisms in Deep Networks ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXizhou Zhu et al.2019 · 604 citations
  12. Exploring Cross-Image Pixel Contrast for Semantic Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetWenguan Wang et al.2021 · 570 citations
  13. Convolutional feature masking for joint object and stuff segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJifeng Dai, Kaiming He, Jian Sun2015 · 441 citations
  14. Instance-Sensitive Fully Convolutional Networks ↗Lecture notes in computer science · no summary yetJifeng Dai et al.2016 · 434 citations
  15. Fast Convergence of DETR with Spatially Modulated Co-Attention ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetPeng Gao et al.2021 · 360 citations
  16. BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenyu Yang et al.2023 · 339 citations
  17. Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYurui Zhu et al.2023 · 171 citations
  18. Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory ↗arXiv:2305.17144 · no summary yetXizhou Zhu et al.2023 · 96 citations
  19. Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference OptimizationarXiv:2411.10442Weiyun Wang, Zhe Chen, Wenhai Wang, et al.2024 · 44 citations

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 1,583 times (of the 149,439 papers whose bibliographies we read); 193 citing papers with a page here →.

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