Preprints
2023
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Federico B†, Chuanbo H†, Junyoung P†, Minsu K, Hyeonah K, Jiwoo S, Haeyeon K, Joungho K, Jinkyoo P
RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library.
NeurIPS 2023 GLFrontiers Workshop (Oral).
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Chuanbo H†, Federico B†, Michael P, Stefano M, Jinkyoo P
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks.
NeurIPS 2023 (Poster).
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Subin L, Jiwoong K, Chuanbo H, Seoktae K, Mi-Hyun P
Comparing artificial and deep neural network models for prediction of coagulant amount and settled water turbidity: Lessons learned from big data in water treatment operations.
JWPE, doi: https://doi.org/10.1016/j.jwpe.2023.103949.
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Subin L, Jiwoong K, Chuanbo H, Mi-Hyun P, Seoktae K
Coagulant dosage determination using deep learning-based graph attention multivariate time series forecasting model
Water Research, doi: https://doi.org/10.1016/j.watres.2023.119665.
2022
† = co-first author; * = co-corresponding author