Soyeon Park

Researcher, LG AI Research

Joined

May 2023

Names

Soyeon Park (Preferred)

Emails

****@lgresearch.ai (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

LG AI Research (lgresearch.ai)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Suh-Yeon Dong

2017 – 2018

Expertise

No areas of expertise listed

Publications

TS-TPR: Tensor Product Representation for Multivariate Time Series Forecasting
Soyeon Park, Jun Seo, Junhyeok Kang, Hyeokjun Choe, Sangjun Han, Seohui Bae, Woohyung Lim
- Submitted to ICLR 2026
- Readers: Everyone
On Incorporating Prior Knowledge Extracted from Pre-trained Language Models into Causal Discovery
Chanhui Lee, Juhyeon Kim, YongJun Jeong, Yoonseok Yeom, Juhyun Lyu, Jung-Hee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Kyunghoon Bae, Sungbin Lim, Sanghack Lee
- CaLM @NeurIPS 2024 Poster
- Readers: Everyone
Adaptive Information Routing for Multi Modal Time Series Forecasting
Jun Seo, Hyeokjun Choe, Seohui Bae, Soyeon Park, Jinseok Yang, Dongwan Kang, Woohyung Lim
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?
Chanhui Lee, Juhyeon Kim, YongJun Jeong, Juhyun Lyu, Jung-Hee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
- arxiv
- Readers: Everyone
Trend/Seasonality based Causal Structure for Time Series Counterfactual Outcome Prediction
Jung-Hee Kim, Juhyun Lyu, Wonbin Ahn, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim
- Submitted to ICLR 2024
- Readers: Everyone
Learning to Generate Predictor for Long-Term Time Series Forecasting
Jun Seo, Jinseok Yang, Hyeokjun Choe, Soyeon Park, Seohui Bae, Wonbin Ahn, Dongwan Kang, Minjae Kim, Hyeseung Cho, Woohyung Lim
- Submitted to ICLR 2024
- Readers: Everyone
Self-Supervised RGB-NIR Fusion Video Vision Transformer Framework for rPPG Estimation
Soyeon Park, Bo-Kyeong Kim, Suh-Yeon Dong
- 2022 (modified: 25 Jan 2023)
- IEEE Trans. Instrum. Meas. 2022
- Readers: Everyone
Mixed Reality-Based Interaction between Human and Virtual Cat for Mental Stress Management
Heewon Na, Soyeon Park, Suh-Yeon Dong
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Sensors 2022
- Readers: Everyone
Effects of Daily Stress in Mental State Classification
Soyeon Park, Suh-Yeon Dong
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- IEEE Access 2020
- Readers: Everyone
Effect of Daily Stress on Heart-Rate Variability during Stroop Color Word Task
Soyeon Park, Juwon Yu, Sunhwa Kang, Hyeonju Lee, Suh-Yeon Dong
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- EMBC 2020
- Readers: Everyone

Co-Authors

View all 27 co-authors