---
title: "LG AI Research (South Korea): research papers"
description: "From 2017 to 2026 (so far), authors at LG AI Research (South Korea) took part in 16 papers in the tracked journals, most of them in AI (15) and higher education and research (1). 3 of them were published in 2025, against 0 in 2017."
url: https://scholar4ai.com/companies/lg-ai-research-south-korea
markdown_url: https://scholar4ai.com/companies/lg-ai-research-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 LG AI Research (South Korea) took part in 16 papers in the tracked journals, most of them in AI (15) and higher education and research (1). 3 of them were published in 2025… (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)
---

# LG AI Research (South Korea)

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

Papers in the tracked journals with an author at LG AI Research (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 LG AI Research (South Korea) took part in 16 papers in the tracked journals, most of them in AI (15) and higher education and research (1).
- 3 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Korea University (6), Seoul National University (6) and Georgia Institute of Technology (3).
- The journals publishing most of them were Neural Networks (4), Knowledge-Based Systems (2) and Information Sciences (1).
- The most-cited of them is “Contrastive Time-Series Anomaly Detection” (IEEE Transactions on Knowledge and Data Engineering, 2023), with 42 citations.
- Since 2023, papers in the tracked journals cited 12 of its papers 40 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 37 times, 38% of them papers with a company author.
- Across everything OpenAlex indexes, LG AI Research (South Korea) has 480 works with 9,037 citations (h-index 46).
- The tracked journals hold 15 of its 376 works in OpenAlex from 2018 to 2025 (4.0%).
- Its main research topics in OpenAlex are Topic Modeling (165), Domain Adaptation and Few-Shot Learning (100) and Natural Language Processing Techniques (95).
- OpenAlex lists it under LG (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) | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 7 | 3 | 0 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| All categories | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 7 | 3 | 1 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 4 |
| 2 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2 |
| 3 | [Information Sciences](https://scholar4ai.com/journals/information-sciences.md) | 1 |
| 4 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 1 |
| 5 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| 6 | [Pattern Recognition Letters](https://scholar4ai.com/journals/pattern-recognition-letters.md) | 1 |
| 7 | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 1 |
| 8 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 1 |
| 9 | [Education and Information Technologies](https://scholar4ai.com/journals/education-and-information-technologies.md) | 1 |
| 10 | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | 6 |
| 2 | [Seoul National University](https://scholar4ai.com/institutions/seoul-national-university.md) | 6 |
| 3 | [Georgia Institute of Technology](https://scholar4ai.com/institutions/georgia-institute-of-technology.md) | 3 |
| 4 | [Korea Advanced Institute of Science and Technology](https://scholar4ai.com/institutions/korea-advanced-institute-of-science-and-technology.md) | 2 |
| 5 | Chung-Ang University | 1 |
| 6 | Kwangwoon University | 1 |
| 7 | [Kyung Hee University](https://scholar4ai.com/institutions/kyung-hee-university.md) | 1 |
| 8 | Kyungpook National University | 1 |
| 9 | [LG (South Korea)](https://scholar4ai.com/companies/lg-south-korea.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | South Korea | 15 |
| 2 | United States | 4 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | continual learning | 2 |
| 2 | [contrastive learning](https://scholar4ai.com/keywords/contrastive-learning.md) | 2 |
| 3 | label noise | 2 |
| 4 | [meta-learning](https://scholar4ai.com/keywords/meta-learning.md) | 2 |
| 5 | state representation learning | 2 |
| 6 | 3-cycles | 1 |
| 7 | 3D pose estimation | 1 |
| 8 | Atari games | 1 |
| 9 | InfoNCE loss | 1 |
| 10 | Ollivier-Ricci curvature | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 42 | 1.2 | [Contrastive Time-Series Anomaly Detection](https://doi.org/10.1109/tkde.2023.3335317) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2023-11-22 | HyunGi Kim, Siwon Kim, Seonwoo Min et al. |
| 2 | 22 | 0.8 | [SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy Labels](https://doi.org/10.1007/s11263-024-02187-4) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 2024-08-09 | Daehwan Kim, Kwangrok Ryoo, Hansang Cho et al. |
| 3 | 21 | 0.8 | [When Meta-Learning Meets Online and Continual Learning: A Survey](https://doi.org/10.1109/tpami.2024.3463709) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-09-18 | Jaehyeon Son, Soochan Lee, Gunhee Kim |
| 4 | 12 | 0.3 | [STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari](https://doi.org/10.1016/j.neunet.2022.12.018) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2022-12-28 | Young Jae Lee, Jaehoon Kim, Min Gu Kwak et al. |
| 5 | 12 | 0.3 | [Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos](https://doi.org/10.1016/j.neunet.2023.10.038) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2023-10-26 | Kyung-Min Jin, Gunhee Lee, Gun-Hee Lee et al. |
| 6 | 11 | 0.2 | [Localized curvature-based combinatorial subgraph sampling for large-scale graphs](https://doi.org/10.1016/j.patcog.2023.109475) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2023-03-05 | Dong Shu, Youjin Kim, Junseok Kwon |
| 7 | 8 | 0.3 | [DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari](https://doi.org/10.1016/j.knosys.2024.112103) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2024-06-09 | Jaehoon Kim, Jaehoon Kim, Young Jae Lee et al. |
| 8 | 6 | 0.2 | [Towards a rigorous analysis of mutual information in contrastive learning](https://doi.org/10.1016/j.neunet.2024.106584) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2024-08-02 | Kyung‐Eun Lee, Jaeill Kim, Suhyun Kang et al. |
| 9 | 6 | 0.2 | [Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning](https://doi.org/10.1109/tnnls.2024.3439261) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2024-08-14 | Young Jae Lee, Jaehoon Kim, Young Joon Park et al. |
| 10 | 4 | 0.3 | [Large language models are zero-shot point-of-interest recommenders](https://doi.org/10.1007/s10618-025-01148-w) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 2025-09-06 | Jo‐Eun Kim, Youngjin Seo, Yeonsoo Kim et al. |

## Who cites its research

*Institutions whose papers cite it most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | [Nanyang Technological University](https://scholar4ai.com/institutions/nanyang-technological-university.md) | University | Singapore | 3 |
| 2 | [Wuhan University of Technology](https://scholar4ai.com/institutions/wuhan-university-of-technology.md) | University | China | 3 |
| 3 | [Anhui University](https://scholar4ai.com/institutions/anhui-university.md) | University | China | 2 |
| 4 | [Hefei University of Technology](https://scholar4ai.com/institutions/hefei-university-of-technology.md) | University | China | 2 |
| 5 | Shanxi University | University | China | 2 |
| 6 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | University | South Korea | 2 |
| 7 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | Government | China | 2 |
| 8 | [China University of Petroleum, East China](https://scholar4ai.com/institutions/china-university-of-petroleum-east-china.md) | University | China | 2 |
| 9 | Computer Vision Center | Other | Spain | 2 |
| 10 | [Huazhong University of Science and Technology](https://scholar4ai.com/institutions/huazhong-university-of-science-and-technology.md) | University | China | 2 |

## What its papers cite

*Institutions its papers cite 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 | 3 |
| 2 | [Institut national de recherche en sciences et technologies du numérique](https://scholar4ai.com/institutions/institut-national-de-recherche-en-sciences-et-technologies-du-numerique.md) | Government | France | 3 |
| 3 | [Microsoft Research Asia (China)](https://scholar4ai.com/companies/microsoft-research-asia-china.md) | Company | China | 3 |
| 4 | [Nanjing University](https://scholar4ai.com/institutions/nanjing-university.md) | University | China | 3 |
| 5 | [Sun Yat-sen University](https://scholar4ai.com/institutions/sun-yat-sen-university.md) | University | China | 2 |
| 6 | [Nanyang Technological University](https://scholar4ai.com/institutions/nanyang-technological-university.md) | University | Singapore | 2 |
| 7 | [Shanghai Jiao Tong University](https://scholar4ai.com/institutions/shanghai-jiao-tong-university.md) | University | China | 2 |
| 8 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | Government | China | 2 |
| 9 | École Nationale Supérieure de Techniques Avancées | University | France | 2 |
| 10 | Kyoto University | University | Japan | 2 |

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

## In OpenAlex

*LG AI Research (South Korea) in OpenAlex*

| Item | Value |
|---|---|
| Type | Company |
| Location | Seoul, South Korea |
| Also known as | LG AI Research, LG AI 연구원 |
| Part of | [LG (South Korea)](https://scholar4ai.com/companies/lg-south-korea.md) |
| Works in OpenAlex | 480 |
| Citations | 9,037 |
| h-index | 46 |
| i10-index | 150 |
| 2-year mean citedness | 2.29 |
| Website | [www.lgresearch.ai](https://www.lgresearch.ai) |
| ROR | [ror.org/00nt82y31](https://ror.org/00nt82y31) |
| OpenAlex | [openalex.org/I4405258446](https://openalex.org/I4405258446) |

*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) | 104 | 979 | 1 | 1.0% |
| 2025 | 109 | 1,246 | 3 | 2.8% |
| 2024 | 101 | 1,134 | 7 | 6.9% |
| 2023 | 79 | 770 | 4 | 5.1% |
| 2022 | 43 | 290 | 1 | 2.3% |
| 2021 | 37 | 86 | 0 | 0.0% |
| 2020 | 3 | 19 | 0 | 0.0% |
| 2019 | 3 | 5 | 0 | 0.0% |
| 2018 | 1 | 0 | 0 | 0.0% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Topic Modeling | Computer Science | 165 |
| 2 | Domain Adaptation and Few-Shot Learning | Computer Science | 100 |
| 3 | Natural Language Processing Techniques | Computer Science | 95 |
| 4 | Advanced Neural Network Applications | Computer Science | 73 |
| 5 | Multimodal Machine Learning Applications | Computer Science | 70 |

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). LG AI Research (South Korea). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/companies/lg-ai-research-south-korea

```bibtex
@misc{scholar4ai-companies-lg-ai-research-south-korea,
  author = {{Scholar4AI}},
  title = {LG AI Research (South Korea)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/companies/lg-ai-research-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/).