Brief Bio

PhD student, 2020 Fall – present

Master of Landscape Architecture from Seoul National University, 2019 *outstanding master’s thesis award, summa cum laude

Bachelor of Landscape Architecture from Kangwon National University, 2016 *summa cum laude)

Research Interest

Feature Attribution, Representation Learning, Spatiotemporal Analysis, Geospatial Analysis, Domain Adaptation(Meteorology)

Publication

Soyeon. Kim, “What can GIS do to save urban parks that will disappear all at once? -Prioritizing Installation and Cancellation of Long-Term Unexecuted Urban Parks-”, Esri User Conference, San Diego, CA, USA, 2018, – Young Scholar Award.

Soyeon Kim*, Jihyeon Seong*, Hyunkeong Han*, Jaesik Choi*, Capsule Neural Networks as Noise Stabilizer for Time Series Data, Journal of KIISE (2024).

Soyeon Kim, Junho Choi, Yeji Choi, Subeen Lee, Artyom Stitsyuk, Minkyoung Park, Seongyeop Jeong, Youhyun Baek, Jaesik Choi*, “Explainable AI-Based Interface System for Weather Forecasting Model”, 25th International Conference on Human-Computer Interaction, (2023).

Boseon Yoo, Jiwoo Lee, Janghoon Ju, Seijun Chung, Soyeon Kim, Jaesik Choi*, “Conditional Temporal Neural Processes with Covariance Loss”, Proceedings of the 38th International Conference on Machine Learning, PMLR 139, (2021).

Soyeon Kim, Yong hoon Son*, Hajung Ko, “Establishing Assessment Index of Prioritization of Building for Long-term Unexecuted Urban Parks: Considering the Urban Natural Park Area”, The Study of Suwonology, 14: 77-105, (2019).

Youngjo, Yun*, Soyeon Kim, “Interspace Memorial Design in Urban Street-Fence Opening Design of The War Memorial of Korea’s Plaza- “, Journal of Design & Arts, 18: 3-24, (2016).

Working Experience

Researcher, National Institute of Ecology, 2019 – 2020

Researcher, Architecture & Urban Research Institute, 2019

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