YY
Yoonjin Yoon
cs.LGcs.AIstat.APbinary logit modelcs.CYrisk factorstat.MLTrauma Severity IndicesAgeaging society
On Valency
published · living versionsW_5ntuj9he·v1 · currentpublished
L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memory
with Jinhyeok Choi, JoungBin Lee, Jongmin Lee, Minkyeong Jeon +3
1 version
Preprints & journals
25 papers in the corpus · 2013–2026Synergistic Fusion of Topological Structure and Temporal Semantics of Mobility for Urban Region Embedding2609.08268v1 · Namwoo Kim, Jeeyun Chang, Kanghoon Lee et al.2026 · 0 citationsarXiv
HypLTSF: A Hyperbolic Geometric View of Multi-Scale Hierarchies for Long-Term Time Series Forecasting2609.08286v1 · Namwoo Kim, Hyungryul Baik, Yoonjin Yoon2026 · 0 citationsarXiv
TopoCL: Topological Contrastive Learning for Time Series.41945843 · Kim, Namwoo, Baik, Hyungryul, Yoon, Yoonjin2026 · 2 citationsIEEE transactions on neural networks and learning systems. 2026;37(9):4863-4874
How Well Do Vision--Language Models Understand Cities? A Comparative Study on Spatial Reasoning from Street-View Images2508.21565v1 · Juneyoung Ro, Namwoo Kim, Yoonjin Yoon2025 · 0 citationsarXiv
USE-LFA: A Data-Driven Framework for UAM Site Evaluation using Latent Factor Analysis2503.23090v2 · Sungmin Sohn, Namwoo Kim, Mark Hansen et al.2025 · 0 citationsarXiv
MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations2502.02912v1 · Namwoo Kim, Takahiro Yabe, Chanyoung Park et al.2025 · 0 citationsarXiv
Design, Field Evaluation, and Traffic Analysis of a Competitive Autonomous Driving Model in a Congested Environment2210.17302v3 · Daegyu Lee, Hyunki Seong, Seungil Han et al.2022 · 8 citationsarXiv
Data-driven risk analysis of unmanned aircraft system operations considering spatiotemporal characteristics of population distribution2207.14520v1 · Soohwan Oh, Yoonjin Yoon2022 · 15 citationsarXiv
Risk Analysis of Unmanned Aerial System Operations in Urban Airspace Considering Spatiotemporal Population Dynamics2203.10703v1 · Soohwan Oh, Yoonjin Yoon, Seyun Kim2022 · 5 citationsarXiv
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting2202.08982v3 · Yuyol Shin, Yoonjin Yoon2022 · 149 citationsIEEE Transactions on Intelligent Transportation Systems (2024) 1-12
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)2202.09021v1 · Namwoo Kim, Yoonjin Yoon2022 · 14 citationsarXiv
A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting2111.07513v3 · Yuyol Shin, Yoonjin Yoon2021 · 2 citationsarXiv
Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea2009.09073v1 · Jungwoo Cho, Yuyol Shin, Seyun Kim et al.2020 · 0 citationsarXiv
Short-term Traffic Prediction with Deep Neural Networks: A Survey2009.00712v1 · Kyungeun Lee, Moonjung Eo, Euna Jung et al.2020 · 89 citationsarXiv
The effect of adaptive mobility policy to the spread of COVID-19 in urban environment: intervention analysis of Seoul, South Korea2006.10526v2 · Yoonjin Yoon, Soohwan Oh, Jungwoo Cho et al.2020 · 0 citationsarXiv
COVID-19 Mobility Data Collection of Seoul, South Korea2006.08365v2 · Jungwoo Cho, Soohwan Oh, Seyun Kim et al.2020 · 1 citationarXiv
Comparative risk factor analyses on bi-level injury severity of taxi and private car crashes in Seoul, South Korea.32091948 · Noh, Yuna, Kwon, Oh Hoon, Yoon, Yoonjin2020 · 12 citationsTraffic injury prevention. 2020;21(3):188-194
Incorporating dynamicity of transportation network with multi-weight traffic graph convolutional network for traffic forecasting1909.07105v3 · Yuyol Shin, Yoonjin Yoon2019 · 71 citationsIEEE Trans. Intell. Transp. Syst., 0 (2020) 1-11
Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building.29772823 · Han, Jeongyun, Lee, Eunjung, Cho, Hyunghun et al.2018 · 7 citationsSensors (Basel, Switzerland). 2018;18(5)
Elderly pedestrian safety in a rapidly aging society-Commonality and diversity between the younger-old and older-old.30644781 · Noh, Yuna, Kim, Minjae, Yoon, Yoonjin2019 · 28 citationsTraffic injury prevention. 2018;19(8):874-879
Characterizing the influence of transportation infrastructure on Emergency Medical Services (EMS) in urban area-A case study of Seoul, South Korea.28806405 · Cho, Jungwoo, You, Myoungsoon, Yoon, Yoonjin2017 · 12 citationsPloS one. 2017;12(8):e0183241
Elderly road collision injury outcomes associated with seat positions and seatbelt use in a rapidly aging society-A case study in South Korea.28800595 · Noh, Yuna, Yoon, Yoonjin2017 · 23 citationsPloS one. 2017;12(8):e0183043
Application of classification algorithms for analysis of road safety risk factor dependencies.25460086 · Kwon, Oh Hoon, Rhee, Wonjong, Yoon, Yoonjin2016 · 103 citationsAccident; analysis and prevention. 2015;75:1-15
Contributing factors to vehicle to vehicle crash frequency and severity under rainfall.25142355 · Jung, Soyoung, Jang, Kitae, Yoon, Yoonjin et al.2014 · 70 citationsJournal of safety research. 2014;50:1-10
Evaluation of motorcycle safety strategies using the severity of injuries.23872159 · Jung, Soyoung, Xiao, Qin, Yoon, Yoonjin2014 · 87 citationsAccident; analysis and prevention. 2013;59:357-64
Career total: 106 works. 25 are in this corpus.
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