---
title: "black-forest-labs/FLUX.1-dev: papers citing it"
description: "5 papers in the tracked journals link to the Hugging Face model black-forest-labs/FLUX.1-dev in their Crossref records, the first in 2025; most of them (4) in 2026."
url: https://scholar4ai.com/code/hf-model-black-forest-labs-flux-1-dev
markdown_url: https://scholar4ai.com/code/hf-model-black-forest-labs-flux-1-dev.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "5 papers in the tracked journals link to the Hugging Face model black-forest-labs/FLUX.1-dev in their Crossref records, the first in 2025; most of them (4) 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)
---

# black-forest-labs/FLUX.1-dev: papers linking to it

Research papers in the 480 tracked journals that link to black-forest-labs/FLUX.1-dev (https://huggingface.co/black-forest-labs/FLUX.1-dev), 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.

- Hugging Face
- 15,902 likes
- 549,689 downloads last month
- text-to-image
- diffusers
- https://huggingface.co/black-forest-labs/FLUX.1-dev

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

## Key findings

- 5 papers in the tracked journals link to the Hugging Face model black-forest-labs/FLUX.1-dev in their Crossref records, the first in 2025; most of them (4) in 2026.
- By category: AI (5); the journals with the most are International Journal of Computer Vision (3), Knowledge-Based Systems (1) and Pattern Recognition (1).

## By year

*Papers linking to black-forest-labs/FLUX.1-dev by publication year*

| Year | Papers |
|---|---:|
| 2025 | 1 |
| 2026 | 4 |

## Journals

*Journals whose papers link to black-forest-labs/FLUX.1-dev most*

| Journal | Papers |
|---|---:|
| [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 3 |
| [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 1 |
| [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 1 |

## Papers

*Papers linking to black-forest-labs/FLUX.1-dev, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2026-02-21 | [A Survey of Multimodal Hallucination Evaluation and Detection](https://doi.org/10.1007/s11263-026-02756-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Zhiyuan Chen, Yuecong Min, Jie Zhang et al. | 7 | cites it |
| 2026-03-04 | [Linguistic profiling of deepfakes: An open database for next-Generation deepfake detection](https://doi.org/10.1016/j.patcog.2026.113395) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yabin Wang, Xiaopeng Hong, Yaqi Li et al. | 7 | cites it |
| 2025-11-05 | [Enhancing facial privacy protection in customized diffusion models via masked attention erasure](https://doi.org/10.1016/j.knosys.2025.114809) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yisu Liu, Lin Wang, Wanqian Zhang et al. | 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 |
| 2026-10-01 | [DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting](https://doi.org/10.1007/s11263-026-03066-w) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Yicheng Yang, Pengxiang Li, Lu Zhang et al. | 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). black-forest-labs/FLUX.1-dev: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/hf-model-black-forest-labs-flux-1-dev

```bibtex
@misc{scholar4ai-code-hf-model-black-forest-labs-flux-1-dev,
  author = {{Scholar4AI}},
  title = {black-forest-labs/FLUX.1-dev: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/hf-model-black-forest-labs-flux-1-dev}},
  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/).