---
title: "Hyundai Motors (South Korea): research papers"
description: "From 2017 to 2026 (so far), authors at Hyundai Motors (South Korea) took part in 24 papers in the tracked journals, most of them in AI (19), operations research (3) and information systems (2). 4 of them were published in 2025, against 2 in 2017."
url: https://scholar4ai.com/companies/hyundai-motors-south-korea
markdown_url: https://scholar4ai.com/companies/hyundai-motors-south-korea.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From 2017 to 2026 (so far), authors at Hyundai Motors (South Korea) took part in 24 papers in the tracked journals, most of them in AI (19), operations research (3) and information systems (2). 4 of them were published… (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Hyundai Motors (South Korea)

[Browse company research profiles](https://scholar4ai.com/companies/directory/page/2.md)

Papers in the tracked journals with an author at Hyundai Motors (South Korea): per year and category, where they are published, the institutions its researchers write with, and its most-cited papers. A paper counts as corporate when at least one of its authors is affiliated with an institution that OpenAlex classifies as a company; it counts once for each company among its authors' affiliations. Universities are the institutions OpenAlex classifies as education.

Back to the ranking: https://scholar4ai.com/rankings/companies.md

## Key findings

- From 2017 to 2026 (so far), authors at Hyundai Motors (South Korea) took part in 24 papers in the tracked journals, most of them in AI (19), operations research (3) and information systems (2).
- 4 of them were published in 2025, against 2 in 2017.
- Since 2023, the institutions with the most of these papers were Hyundai Motor Group (South Korea) (11), Chung-Ang University (2) and Korea Advanced Institute of Science and Technology (2).
- The journals publishing most of them were Expert Systems with Applications (4), Computers & Industrial Engineering (2) and Pattern Recognition (1).
- The most-cited of them is “Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis” (IEEE Transactions on Neural Networks and Learning Systems, 2023), with 39 citations.
- Since 2023, papers in the tracked journals cited 8 of its papers 21 times; 100% of those links came from papers with a university author and 0% from its own papers.
- Its own papers since 2023 cite archived papers 50 times, 8% of them papers with a company author.
- Across everything OpenAlex indexes, Hyundai Motors (South Korea) has 3,344 works with 103,946 citations (h-index 117).
- The tracked journals hold 22 of its 1,927 works in OpenAlex from 2017 to 2025 (1.1%).
- Its main research topics in OpenAlex are Vehicle Dynamics and Control Systems (428), Vehicle Noise and Vibration Control (293) and Electric and Hybrid Vehicle Technologies (269).
- OpenAlex lists it under Hyundai Motor Group (South Korea).

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 2 | 1 | 2 | 1 | 0 | 3 | 3 | 4 | 2 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| All categories | 2 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4 | 2 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 4 |
| 2 | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2 |
| 3 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 1 |
| 4 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| 5 | [Pattern Recognition Letters](https://scholar4ai.com/journals/pattern-recognition-letters.md) | 1 |
| 6 | [Image and Vision Computing](https://scholar4ai.com/journals/image-and-vision-computing.md) | 1 |
| 7 | [Robotics and Autonomous Systems](https://scholar4ai.com/journals/robotics-and-autonomous-systems.md) | 1 |
| 8 | [The Journal of Strategic Information Systems](https://scholar4ai.com/journals/the-journal-of-strategic-information-systems.md) | 1 |
| 9 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Hyundai Motor Group (South Korea) | 11 |
| 2 | Chung-Ang University | 2 |
| 3 | [Korea Advanced Institute of Science and Technology](https://scholar4ai.com/institutions/korea-advanced-institute-of-science-and-technology.md) | 2 |
| 4 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | 2 |
| 5 | Ajou University | 1 |
| 6 | Daegu Gyeongbuk Institute of Science and Technology | 1 |
| 7 | Gwangju Institute of Science and Technology | 1 |
| 8 | [Hanyang University](https://scholar4ai.com/institutions/hanyang-university.md) | 1 |
| 9 | Kangbuk Samsung Hospital | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | South Korea | 13 |
| 2 | United States | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [self-attention](https://scholar4ai.com/keywords/self-attention.md) | 3 |
| 2 | Bayesian optimization | 1 |
| 3 | CNN vs transformer comparison | 1 |
| 4 | UAV path planning | 1 |
| 5 | autonomous racing | 1 |
| 6 | background clutter | 1 |
| 7 | brain age prediction | 1 |
| 8 | brain disease diagnosis | 1 |
| 9 | brain tumor segmentation | 1 |
| 10 | charging scheduling | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 39 | 1.0 | [Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis](https://doi.org/10.1109/tnnls.2023.3308712) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2023-09-21 | Eunji Jun, Seungwoo Jeong, Da-Woon Heo et al. |
| 2 | 26 | 0.7 | [A Study on the Generality of Neural Network Structures for Monocular Depth Estimation](https://doi.org/10.1109/tpami.2023.3332407) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2023-11-13 | Jinwoo Bae, Kyumin Hwang, Sunghoon Im |
| 3 | 23 | 0.2 | [Knowledge extraction and visualization of digital design process](https://doi.org/10.1016/j.eswa.2017.09.002) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2017-09-14 | Jiwon Yang, Eunji Kim, Minhoe Hur et al. |
| 4 | 15 | 0.4 | [K-mixup: Data augmentation for offline reinforcement learning using mixup in a Koopman invariant subspace](https://doi.org/10.1016/j.eswa.2023.120136) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2023-04-14 | Junwoo Jang, Jungwoo Han, Jinwhan Kim |
| 5 | 14 | 0.2 | [ADMit: Improving NER in automotive domain with domain adversarial training and multi-task learning](https://doi.org/10.1016/j.eswa.2023.120007) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2022-01-01 | Cheoneum Park, Seohyeong Jeong, Juae Kim |
| 6 | 12 | 0.1 | [Representation learning for unsupervised heterogeneous multivariate time series segmentation and its application](https://doi.org/10.1016/j.cie.2019.02.029) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2019-02-21 | Hyun-Joong Kim, Han Kyul Kim, Misuk Kim et al. |
| 7 | 9 | 0.5 | [Urban transit optimization: Efficient electric bus operations and vehicle-to-grid integration](https://doi.org/10.1016/j.cie.2025.111169) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2025-04-25 | Jeongmin Son, Jeongho Im, Dowon Kim |
| 8 | 8 | 0.3 | [Cerberus: Attribute-based person re-identification using semantic IDs](https://doi.org/10.1016/j.eswa.2024.125320) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2024-09-06 | Chanho Eom, Geon Lee, Kyunghwan Cho et al. |
| 9 | 6 | 0.2 | [Learning confidence measure with transformer in stereo matching](https://doi.org/10.1016/j.patcog.2024.110876) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2024-08-10 | Jini Yang, Minjung Yoo, Jae Hoon Cho et al. |
| 10 | 6 | 0.3 | [A hybrid fault diagnostic approach using operational transfer path analysis and denoising deep learning with remote sensors: Application to electric vehicles](https://doi.org/10.1016/j.eswa.2025.126470) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2025-01-08 | Jeongmin Oh, Donghwi Yoo, Chungeon Kim et al. |

## Who cites its research

*Institutions whose papers cite it most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | [University of Science and Technology of China](https://scholar4ai.com/institutions/university-of-science-and-technology-of-china.md) | University | China | 2 |
| 2 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | Government | China | 2 |
| 3 | [Dalian University of Technology](https://scholar4ai.com/institutions/dalian-university-of-technology.md) | University | China | 2 |
| 4 | South China Agricultural University | University | China | 1 |
| 5 | [Chongqing University of Posts and Telecommunications](https://scholar4ai.com/institutions/chongqing-university-of-posts-and-telecommunications.md) | University | China | 1 |
| 6 | [Northwestern University](https://scholar4ai.com/institutions/northwestern-university.md) | University | United States | 1 |
| 7 | Changzhi University | University | China | 1 |
| 8 | [Beijing Institute of Technology](https://scholar4ai.com/institutions/beijing-institute-of-technology.md) | University | China | 1 |
| 9 | Cincinnati Children's Hospital Medical Center | Healthcare | United States | 1 |
| 10 | [Hong Kong Polytechnic University](https://scholar4ai.com/institutions/hong-kong-polytechnic-university.md) | University | Hong Kong | 1 |

## What its papers cite

*Institutions its papers cite most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | [Yonsei University](https://scholar4ai.com/institutions/yonsei-university.md) | University | South Korea | 3 |
| 2 | [University of Technology Sydney](https://scholar4ai.com/institutions/university-of-technology-sydney.md) | University | Australia | 2 |
| 3 | Ewha Womans University | University | South Korea | 2 |
| 4 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | University | South Korea | 2 |
| 5 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | Government | China | 2 |
| 6 | [Purdue University West Lafayette](https://scholar4ai.com/institutions/purdue-university-west-lafayette.md) | University | United States | 2 |
| 7 | [Fudan University](https://scholar4ai.com/institutions/fudan-university.md) | University | China | 2 |
| 8 | [Peng Cheng Laboratory](https://scholar4ai.com/institutions/peng-cheng-laboratory.md) | Research facility | China | 2 |
| 9 | [East China Normal University](https://scholar4ai.com/institutions/east-china-normal-university.md) | University | China | 2 |
| 10 | [Beihang University](https://scholar4ai.com/institutions/beihang-university.md) | University | China | 2 |

More: https://scholar4ai.com/corporate-citations.md · https://scholar4ai.com/industry-university.md

## In OpenAlex

*Hyundai Motors (South Korea) in OpenAlex*

| Item | Value |
|---|---|
| Type | Company |
| Location | Seongnam-si, Gyeonggi-do, South Korea |
| Also known as | 현대자동차 |
| Part of | [Hyundai Motor Group (South Korea)](https://openalex.org/I197312522) |
| Units listed in OpenAlex | 2 |
| Works in OpenAlex | 3,344 |
| Citations | 103,946 |
| h-index | 117 |
| i10-index | 2,463 |
| 2-year mean citedness | 5.06 |
| Website | [www.hyundai.com/kr/ko/e](https://www.hyundai.com/kr/ko/e) |
| ROR | [ror.org/016kvft77](https://ror.org/016kvft77) |
| OpenAlex | [openalex.org/I49946491](https://openalex.org/I49946491) |

*Works and citations per year in OpenAlex, and its papers in the tracked journals*

| Year | Works in OpenAlex | Citations received | In the tracked journals | Share |
|---|---:|---:|---:|---:|
| 2026 (so far) | 249 | 7,315 | 2 | 0.8% |
| 2025 | 333 | 8,781 | 4 | 1.2% |
| 2024 | 280 | 7,333 | 4 | 1.4% |
| 2023 | 274 | 5,788 | 3 | 1.1% |
| 2022 | 213 | 5,046 | 3 | 1.4% |
| 2021 | 192 | 4,241 | 1 | 0.5% |
| 2020 | 164 | 3,633 | 1 | 0.6% |
| 2019 | 183 | 2,942 | 3 | 1.6% |
| 2018 | 158 | 2,464 | 1 | 0.6% |
| 2017 | 130 | 1,901 | 2 | 1.5% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Vehicle Dynamics and Control Systems | Engineering | 428 |
| 2 | Vehicle Noise and Vibration Control | Engineering | 293 |
| 3 | Electric and Hybrid Vehicle Technologies | Engineering | 269 |
| 4 | Advancements in Battery Materials | Engineering | 224 |
| 5 | Advanced Combustion Engine Technologies | Chemical Engineering | 193 |

From OpenAlex's own record of the institution (CC0), read again monthly. Works and citations count everything OpenAlex indexes, not only the tracked journals; topics are OpenAlex's classification of those works.

## Cite this page

Scholar4AI. (2026). Hyundai Motors (South Korea). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/companies/hyundai-motors-south-korea

```bibtex
@misc{scholar4ai-companies-hyundai-motors-south-korea,
  author = {{Scholar4AI}},
  title = {Hyundai Motors (South Korea)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/companies/hyundai-motors-south-korea}},
  urldate = {2026-11-05},
  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/).