Jinhyuk Yun, Ph.D.

PROFESSIONAL CAREER

Associate Professor
School of AI Convergence
Soongsil University
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Assistant Professor
School of AI Convergence
Soongsil University
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Senior Research Scientist
Future Technology Analysis Center, Korea Institute of Science and Technology Information (KISTI)
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Data Scientist
Naver Search, Naver Corporation
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EDUCATION

Bachelor Program
Korea Advanced Institute of Science and Technology (KAIST)
B.S. in Physics

Exchange Student Program
Institut national des sciences appliquées de Lyon (INSA Lyon), France

PUBLICATIONS

Context-aware multimodal AI navigates hidden pathways in five centuries of art evolution
Jin Kim (김진), Byunghwee Lee (이병휘), Taekho You (유택호), Jinhyuk Yun (윤진혁)
e-print arXiv:2503.13531, PNAS 123(30), e2517969123 (2026).

Quantifying interdisciplinary synergy in higher STEM education
Gahyoun Gim (김가현), Jinhyuk Yun (윤진혁), Sang Hoon Lee (이상훈)
e-print arXiv:2502.17841, EPJ Data Science 14, 56 (2025).

Regional profile of questionable publishing
Taekho You (유택호), Jinseo Park (박진서), June Young Lee (이준영), Jinhyuk Yun (윤진혁)
e-print arXiv:2312.07844, Journal of Informetrics 19(3), 101670 (2025).

Social links vs. language barriers: decoding the global spread of streaming content
Seoyoung Park (박서영), Sanghyeok Park (박상혁), Taekho You (유택호), Jinhyuk Yun (윤진혁)
e-print arXiv:2402.19329, Humanities Social Sciences Commununications 12, 76 (2025).

Auditing citation polarization during the early COVID-19 pandemic
Taekho You (유택호), June Young Lee (이준영), Jinseo Park (박진서), Jinhyuk Yun (윤진혁)
e-print arXiv:2301.01926, Quantitative Science Studies 5(4), 906–921 (2024).

Comparative Analysis of International Collaboration of Three National-level English Physics Journals
Jinhyuk Yun (윤진혁)
New Phys.: Sae Mulli 74: 728-738 (2024).

Untangling pair synergy in the evolution of collaborative scientific impact
Gangmin Son (손강민), Jinhyuk Yun (윤진혁), Hawoong Jeong (정하웅)
e-print arXiv:2202.07252, EPJ Data Science 12, 62 (2023).

Quantifying knowledge synchronization with the network-driven approach
Jisung Yoon (윤지성), Jinseo Park (박진서), Jinhyuk Yun (윤진혁), Woo-Sung Jung (정우성)
e-print arXiv:2202.01466, Journal of Informetrics 17(4), 101455 (2023).

Dataset for the analysis of gendered research productivity affected by early COVID-19 pandemic
Eunrang Kwon (권은낭), Jinhyuk Yun (윤진혁), Jeong-han Kang (강정한)
Data in Brief, 48 109200 (2023).

Restricted curvature model on a tetrahedral fractal substrate
Jin Min Kim (김진민), Jae Hwan Lee (이재환), Jinhyuk Yun (윤진혁), Wooseop Kwak (곽우섭)
Journal of the Korean Physical Society 82(7), 623-6238 (2023).

The effect of the COVID-19 pandemic on gendered research productivity and its correlates
Eunrang Kwon (권은낭), Jinhyuk Yun (윤진혁), Jeong-han Kang (강정한)
e-print arXiv:2111.14342, Journal of Informetrics 17(1), 101380 (2023).

Analysis of risk propagation using the world trade network
Sungyong Kim (김성용), Jinhyuk Yun (윤진혁)
e-print arXiv:2207.04717, Journal of the Korean Physical Society 81(7), 697-706 (2022).

Crime and social environments: differences between misdemeanors and felonies
Juyoung Kim (김주영), Jinhyuk Yun (윤진혁)
e-print arXiv:2203.14077, Journal of the Korean Physical Society 81(2), 179-190 (2022).

Disturbance of questionable publishing to academia
Taekho You (유택호), Jinseo Park (박진서), June Young Lee (이준영), Jinhyuk Yun (윤진혁), Woo-Sung Jung (정우성)
e-print arXiv:2106.15166, Journal of Informetrics, 16(2) 101294 (2022).

Generalization of bibliographic coupling and co-citation using the node split network
Jinhyuk Yun (윤진혁)
e-print arXiv:2110.15513, Journal of Informetrics, 16(2) 101291 (2022).

Information Collection of COVID-19 Pandemic Using Wikipedia Template Network
Kim Danu (김단우), Lee Damin (이다민), Jaehyeon Myung (명재현), Changwook Jung (정창욱), Inho Hong (홍인호), Diego Sáez-Trumper, Jinhyuk Yun (윤진혁), Jung Woo-Sung (정우성), Meeyoung Cha (차미영)
Journal of KIISE 49(5), 347-353 (2021)

Return to basics: Clustering of scientific literature using structural information
Jinhyuk Yun (윤진혁), Sejung Ahn(안세정), June Young Lee (이준영)
e-print arXiv:2004.05904, Journal of Informetrics 14(4), 101099 (2020).

Early onset of structural inequality in the formation of collaborative knowledge in all Wikimedia projects
Jinhyuk Yun (윤진혁), Sang Hoon Lee (이상훈), and Hawoong Jeong (정하웅)
e-print arXiv:1610.06006, Nature Human Behaviour 3 103 (2019)
- Featured on the journal cover:

Build Up of a Subject Classification System from Collective Intelligence
Jisung Yoon (윤지성), Jinhyuk Yun (윤진혁), Woo-Sung Jung (정우성)
e-print arXiv:1804.00026, New Phys.: Sae Mulli 68, 647-654 (2018).

Intellectual interchanges in the history of the massive online open-editing encyclopedia, Wikipedia
Jinhyuk Yun (윤진혁), Sang Hoon Lee (이상훈), and Hawoong Jeong (정하웅)
e-print arXiv:1510.06092, Phys. Rev. E 93, 012307 (2016).
- Featured in APS Physics Focus

Anatomy of Scientific Evolution
Jinhyuk Yun (윤진혁), Pan-Jun Kim (김판준), and Hawoong Jeong (정하웅)
e-print arXiv:1405.0917, PLoS ONE 10(2): e0117388 (2015).

TECHNICAL SKILLS