---
title: "huggingface/diffusers: papers citing it"
description: "7 papers in the tracked journals link to the GitHub repository huggingface/diffusers in their Crossref records, the first in 2024; most of them (3) in 2026."
url: https://scholar4ai.com/code/github-huggingface-diffusers
markdown_url: https://scholar4ai.com/code/github-huggingface-diffusers.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "7 papers in the tracked journals link to the GitHub repository huggingface/diffusers in their Crossref records, the first in 2024; most of them (3) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# huggingface/diffusers: papers linking to it

Research papers in the 480 tracked journals that link to huggingface/diffusers (https://github.com/huggingface/diffusers), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- GitHub
- 34,854 stars
- 7,453 forks
- Python
- license Apache-2.0
- created 2022
- https://github.com/huggingface/diffusers

All repositories: https://scholar4ai.com/code.md

## Key findings

- 7 papers in the tracked journals link to the GitHub repository huggingface/diffusers in their Crossref records, the first in 2024; most of them (3) in 2026.
- By category: AI (7); the journals with the most are International Journal of Computer Vision (3), Neural Networks (2) and Pattern Recognition (1).
- 2 of the papers build on one another: a later paper cites an earlier one that also links huggingface/diffusers.

## By year

*Papers linking to huggingface/diffusers by publication year*

| Year | Papers |
|---|---:|
| 2024 | 1 |
| 2025 | 3 |
| 2026 | 3 |

## Journals

*Journals whose papers link to huggingface/diffusers most*

| Journal | Papers |
|---|---:|
| [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 3 |
| [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2 |
| [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 1 |
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 1 |

## Family tree

Each paper sits under the earlier paper it builds on.

- [FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention](https://doi.org/10.1007/s11263-024-02227-z) (International Journal of Computer Vision, 2024)
  - [Rethinking Personalized T2I Diffusion Models from the Perspective of Redundancy](https://doi.org/10.1007/s11263-026-02801-7) (International Journal of Computer Vision, 2026) — cites the paper above

## Papers

*Papers linking to huggingface/diffusers, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2024-09-19 | [FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention](https://doi.org/10.1007/s11263-024-02227-z) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Guangxuan Xiao, Tianwei Yin, William T. Freeman et al. | 167 | cites it |
| 2025-10-24 | [FastEdit: fast text-guided single-image editing via semantic-aware diffusion fine-tuning](https://doi.org/10.1016/j.patcog.2025.112583) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Zhi Chen, Ziwen Zhao, Yadan Luo et al. | 5 | cites it |
| 2025-05-15 | [Customization of the text-to-image diffusion model by fine-tuning for the generation of synthetic images of cyanobacterial blooms in lentic water bodies](https://doi.org/10.1016/j.eswa.2025.128169) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Fredy Barrientos-Espillco, Gonzalo Pájares, José Antonio López Orozco et al. | 3 | cites it |
| 2025-11-21 | [Deep data consistency: A fast and robust diffusion model-based solver for inverse problems](https://doi.org/10.1016/j.neunet.2025.108334) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Hanyu Chen, Zhixiu Hao, Liying Xiao | 1 | cites it |
| 2026-05-07 | [Atlantis++: Enabling Underwater Depth Estimation with Stable Diffusion and Beyond](https://doi.org/10.1007/s11263-026-02823-1) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Fan Zhang, Shaodi You, Yu Li et al. | 1 | cites it |
| 2026-04-07 | [Rethinking Personalized T2I Diffusion Models from the Perspective of Redundancy](https://doi.org/10.1007/s11263-026-02801-7) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Xierui Wang, Bohan Lei, Xiaoyin Xu et al. | 0 | cites it |
| 2026-05-27 | [Point-wise conditional diffusion models for physical systems with shape variations: Applications to spatio-temporal and large-scale systems](https://doi.org/10.1016/j.neunet.2026.109186) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Jiyong Kim, Sunwoong Yang, Namwoo Kang | 0 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). huggingface/diffusers: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-huggingface-diffusers

```bibtex
@misc{scholar4ai-code-github-huggingface-diffusers,
  author = {{Scholar4AI}},
  title = {huggingface/diffusers: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-huggingface-diffusers}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).