Sungdong Lee

According to our database, Sungdong Lee authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Partial Correlation Network Estimation by Semismooth Newton Methods.

Dongwon Kim, Sungdong Lee, Joong-Ho Won

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Learning Massive-scale Partial Correlation Networks in Clinical Multi-omics Studies with HP-ACCORD.

Sungdong Lee, Joshua Bang, Youngrae Kim, Hyungwon Choi, Sang-Yun Oh, Joong-Ho Won

CoRR, 2024

StrWAEs to Invariant Representations.

Hyunjong Lee, Yedarm Seong, Sungdong Lee, Joong-Ho Won

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Impact of Diffusion-Perfusion Mismatch on Predicting Final Infarction Lesion Using Deep Learning.

Sungdong Lee, Leonard Sunwoo, Youngwon Choi, Jae Hyup Jung, Seung Chai Jung, Joong-Ho Won

IEEE Access, 2022

Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert.

Yoonhyung Lee, Sungdong Lee, Joong-Ho Won

Proceedings of the International Conference on Machine Learning, 2022

2021

Learning from Nested Data with Ornstein Auto-Encoders.

Youngwon Choi, Sungdong Lee, Joong-Ho Won

Proceedings of the 38th International Conference on Machine Learning, 2021