A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series. - Thomas Hollis; Antoine Viscardi; Seung Eun Yi (CoRR, 2018)

Confounding Feature Acquisition for Causal Effect Estimation. - Shirly Wang; Seung Eun Yi; Shalmali Joshi; Marzyeh Ghassemi (ML4H@NeurIPS, 2020)

DuETT: Dual Event Time Transformer for Electronic Health Records. - Alex Labach; Aslesha Pokhrel; Xiao Shi Huang; Saba Zuberi; Seung Eun Yi; Maksims Volkovs; Tomi Poutanen; Rahul G. Krishnan (MLHC, 2023)

Scaling Channel-Adaptive Self-Supervised Learning. - Alice V. De Lorenci; Seung Eun Yi; Théo Moutakanni; Piotr Bojanowski; Camille Couprie; Juan C. Caicedo; Wolfgang Maximilian Anton Pernice (Trans. Mach. Learn. Res., 2025)