---
title: "Hyundai Motor Group (South Korea): research papers"
description: "Historical profile (data snapshot 2026-11-04). From 2017 to 2026 (so far), authors at Hyundai Motor Group (South Korea) took part in 14 papers in the tracked journals, most of them in AI (10), operations research (3) and information systems (1). 4 of them were published in 2025, against 1 in 2017."
url: https://scholar4ai.com/companies/hyundai-motor-group-south-korea
markdown_url: https://scholar4ai.com/companies/hyundai-motor-group-south-korea.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Historical profile (data snapshot 2026-11-04)."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T18:03:26+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# Hyundai Motor Group (South Korea)

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

Historical profile. Data snapshot: 2026-11-04. This profile is outside the current selection; the figures and research below are retained from that snapshot. Browse the directory for other profiles.

Papers in the tracked journals with an author at Hyundai Motor Group (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 Motor Group (South Korea) took part in 14 papers in the tracked journals, most of them in AI (10), operations research (3) and information systems (1).
- 4 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Hyundai Motors (South Korea) (9), Korea Advanced Institute of Science and Technology (2) and Korea University (2).
- The journals publishing most of them were Expert Systems with Applications (3), Computers & Industrial Engineering (2) and Pattern Recognition (1).
- The most-cited of them is “A deep multi-agent reinforcement learning approach to solve dynamic job shop scheduling problem” (Computers & Operations Research, 2023), with 115 citations.
- Since 2023, papers in the tracked journals cited 9 of its papers 51 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 42 times, 5% of them papers with a company author.
- Across everything OpenAlex indexes, Hyundai Motor Group (South Korea) has 2,217 works with 72,318 citations (h-index 107).
- The tracked journals hold 13 of its 1,395 works in OpenAlex from 2017 to 2025 (0.9%).
- Its main research topics in OpenAlex are Vehicle Dynamics and Control Systems (240), Vehicle Noise and Vibration Control (177) and Advancements in Battery Materials (175).

## 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) | 1 | 0 | 0 | 0 | 0 | 3 | 3 | 1 | 2 | 0 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 1 | 0 | 0 | 0 | 0 | 3 | 4 | 1 | 4 | 1 |

## 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) | 3 |
| 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 | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | 1 |
| 6 | [The Journal of Strategic Information Systems](https://scholar4ai.com/journals/the-journal-of-strategic-information-systems.md) | 1 |
| 7 | [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 Motors (South Korea)](https://scholar4ai.com/companies/hyundai-motors-south-korea.md) | 9 |
| 2 | [Korea Advanced Institute of Science and Technology](https://scholar4ai.com/institutions/korea-advanced-institute-of-science-and-technology.md) | 2 |
| 3 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | 2 |
| 4 | Ajou University | 1 |
| 5 | Chung-Ang 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 | Korea Aerospace University | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | South Korea | 10 |
| 2 | Spain | 1 |
| 3 | Singapore | 1 |
| 4 | United States | 1 |

*Keywords with the most papers, since 2023*

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

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 115 | 2.8 | [A deep multi-agent reinforcement learning approach to solve dynamic job shop scheduling problem](https://doi.org/10.1016/j.cor.2023.106294) | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | 2023-06-02 | Renke Liu, Rajesh Piplani, Carlos Toro |
| 2 | 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. |
| 3 | 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 |
| 4 | 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. |
| 5 | 17 | 0.3 | [Weakly labeled data augmentation for social media named entity recognition](https://doi.org/10.1016/j.eswa.2022.118217) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2022-07-20 | Juae Kim, Yejin Kim, Sangwoo Kang |
| 6 | 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 |
| 7 | 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 |
| 8 | 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 |
| 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 | [Hong Kong Polytechnic University](https://scholar4ai.com/institutions/hong-kong-polytechnic-university.md) | University | Hong Kong | 4 |
| 2 | [Huazhong University of Science and Technology](https://scholar4ai.com/institutions/huazhong-university-of-science-and-technology.md) | University | China | 4 |
| 3 | [Xi'an Jiaotong University](https://scholar4ai.com/institutions/xi-an-jiaotong-university.md) | University | China | 3 |
| 4 | Kunming University of Science and Technology | University | China | 2 |
| 5 | [Tongji University](https://scholar4ai.com/institutions/tongji-university.md) | University | China | 2 |
| 6 | [Beijing Institute of Technology](https://scholar4ai.com/institutions/beijing-institute-of-technology.md) | University | China | 2 |
| 7 | [Hohai University](https://scholar4ai.com/institutions/hohai-university.md) | University | China | 2 |
| 8 | [City University of Hong Kong](https://scholar4ai.com/institutions/city-university-of-hong-kong.md) | University | Hong Kong | 2 |
| 9 | [Dalian University of Technology](https://scholar4ai.com/institutions/dalian-university-of-technology.md) | University | China | 2 |
| 10 | [China University of Geosciences](https://scholar4ai.com/institutions/china-university-of-geosciences.md) | University | China | 2 |

## What its papers cite

*Institutions its papers cite most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | Ewha Womans University | University | South Korea | 2 |
| 2 | [Yonsei University](https://scholar4ai.com/institutions/yonsei-university.md) | University | South Korea | 2 |
| 3 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | University | South Korea | 2 |
| 4 | [Purdue University West Lafayette](https://scholar4ai.com/institutions/purdue-university-west-lafayette.md) | University | United States | 2 |
| 5 | [Fudan University](https://scholar4ai.com/institutions/fudan-university.md) | University | China | 2 |
| 6 | [East China Normal University](https://scholar4ai.com/institutions/east-china-normal-university.md) | University | China | 2 |
| 7 | [Beihang University](https://scholar4ai.com/institutions/beihang-university.md) | University | China | 2 |
| 8 | [Tsinghua University](https://scholar4ai.com/institutions/tsinghua-university.md) | University | China | 2 |
| 9 | [University College Dublin](https://scholar4ai.com/institutions/university-college-dublin.md) | University | Ireland | 1 |
| 10 | Worcester Polytechnic Institute | University | United States | 1 |

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

## In OpenAlex

*Hyundai Motor Group (South Korea) in OpenAlex*

| Item | Value |
|---|---|
| Type | Company |
| Location | Seoul, South Korea |
| Units listed in OpenAlex | 6 |
| Works in OpenAlex | 2,217 |
| Citations | 72,318 |
| h-index | 107 |
| i10-index | 1,652 |
| 2-year mean citedness | 6.16 |
| Website | [www.hyundaimotorgroup.com/Index.hub](http://www.hyundaimotorgroup.com/Index.hub) |
| ROR | [ror.org/05kxbz959](https://ror.org/05kxbz959) |
| OpenAlex | [openalex.org/I197312522](https://openalex.org/I197312522) |

*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) | 195 | 5,632 | 1 | 0.5% |
| 2025 | 248 | 6,642 | 4 | 1.6% |
| 2024 | 209 | 5,352 | 1 | 0.5% |
| 2023 | 199 | 4,215 | 4 | 2.0% |
| 2022 | 154 | 3,526 | 3 | 1.9% |
| 2021 | 142 | 2,838 | 0 | 0.0% |
| 2020 | 133 | 2,366 | 0 | 0.0% |
| 2019 | 121 | 1,829 | 0 | 0.0% |
| 2018 | 106 | 1,559 | 0 | 0.0% |
| 2017 | 83 | 1,111 | 1 | 1.2% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Vehicle Dynamics and Control Systems | Engineering | 240 |
| 2 | Vehicle Noise and Vibration Control | Engineering | 177 |
| 3 | Advancements in Battery Materials | Engineering | 175 |
| 4 | Electric and Hybrid Vehicle Technologies | Engineering | 163 |
| 5 | Advanced Battery Materials and Technologies | Engineering | 138 |

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 Motor Group (South Korea). Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/companies/hyundai-motor-group-south-korea

```bibtex
@misc{scholar4ai-companies-hyundai-motor-group-south-korea,
  author = {{Scholar4AI}},
  title = {Hyundai Motor Group (South Korea)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/companies/hyundai-motor-group-south-korea}},
  urldate = {2026-11-04},
  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/).