---
title: "PaddlePaddle/PaddleFL: papers citing it"
description: "6 papers in the tracked journals link to the GitHub repository PaddlePaddle/PaddleFL in their Crossref records, the first in 2022; most of them (2) in 2025."
url: https://scholar4ai.com/code/github-paddlepaddle-paddlefl
markdown_url: https://scholar4ai.com/code/github-paddlepaddle-paddlefl.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "6 papers in the tracked journals link to the GitHub repository PaddlePaddle/PaddleFL in their Crossref records, the first in 2022; most of them (2) in 2025. (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)
---

# PaddlePaddle/PaddleFL: papers linking to it

Research papers in the 480 tracked journals that link to PaddlePaddle/PaddleFL (https://github.com/PaddlePaddle/PaddleFL), 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
- 512 stars
- 120 forks
- Python
- license Apache-2.0
- created 2019
- https://github.com/PaddlePaddle/PaddleFL

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

## Key findings

- 6 papers in the tracked journals link to the GitHub repository PaddlePaddle/PaddleFL in their Crossref records, the first in 2022; most of them (2) in 2025.
- By category: AI (6); the journals with the most are Knowledge and Information Systems (4) and Information Fusion (2).
- 2 of the papers build on one another: a later paper cites an earlier one that also links PaddlePaddle/PaddleFL.

## By year

*Papers linking to PaddlePaddle/PaddleFL by publication year*

| Year | Papers |
|---|---:|
| 2022 | 1 |
| 2024 | 2 |
| 2025 | 2 |
| 2026 | 1 |

## Journals

*Journals whose papers link to PaddlePaddle/PaddleFL most*

| Journal | Papers |
|---|---:|
| [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | 4 |
| [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2 |

## Family tree

Each paper sits under the earlier paper it builds on.

- [From distributed machine learning to federated learning: a survey](https://doi.org/10.1007/s10115-022-01664-x) (Knowledge and Information Systems, 2022)
  - [Trustworthy federated learning: privacy, security, and beyond](https://doi.org/10.1007/s10115-024-02285-2) (Knowledge and Information Systems, 2024) — cites the paper above

## Papers

*Papers linking to PaddlePaddle/PaddleFL, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2022-03-22 | [From distributed machine learning to federated learning: a survey](https://doi.org/10.1007/s10115-022-01664-x) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Ji Liu, Jizhou Huang, Yang Zhou et al. | 360 | cites it |
| 2024-11-26 | [Trustworthy federated learning: privacy, security, and beyond](https://doi.org/10.1007/s10115-024-02285-2) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Chunlu Chen, Ji Liu, Haowen Tan et al. | 87 | cites it |
| 2025-02-13 | [Vertical federated learning: a structured literature review](https://doi.org/10.1007/s10115-025-02356-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Afsana Khan, Marijn ten Thij, Anna Wilbik | 40 | cites it |
| 2024-11-09 | [A systematic review on federated learning system: a new paradigm to machine learning](https://doi.org/10.1007/s10115-024-02257-6) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Rajesh Kumar Chaudhary, Ravinder Kumar, Nitin Saxena | 21 | cites it |
| 2026-01-17 | [On the security and privacy of federated learning: A survey with attacks, defenses, frameworks, applications, and future directions](https://doi.org/10.1016/j.inffus.2026.104155) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Daniel M. Jimenez-Gutierrez, Yelizaveta Falkouskaya, José L. Hernández-Ramos et al. | 16 | cites it |
| 2025-12-24 | [Parasite: planting durable backdoors against continual federated model fusion via discriminative feature pushing-pulling](https://doi.org/10.1016/j.inffus.2025.104081) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Tong Chen, Bowen Du, Jiejie Zhao et al. | 1 | 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). PaddlePaddle/PaddleFL: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-paddlepaddle-paddlefl

```bibtex
@misc{scholar4ai-code-github-paddlepaddle-paddlefl,
  author = {{Scholar4AI}},
  title = {PaddlePaddle/PaddleFL: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-paddlepaddle-paddlefl}},
  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/).