Dohyun Bu (부도현)

I am a Ph.D. candidate at the Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Jong-Seok Lee. I received my B.S. in SME & SWE in August 2024 from Sungkyunkwan University.

Selected Publications (Full Lists)
(*: Equal contributions, C: Conference, P: Preprint, S: Seminar)

[P3] RAMPing Up PINN Training Signals via Parameter-Sensitivity-Guided Collocation Refinement

Dohyun Bu*, Yujung Byun*, Jong-Seok Lee
Under Review

[P2] Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge [pdf]

Dohyun Bu*, Chanho Kim*, Seokun Choi, Jong-Seok Lee
Under Review

[C3] Harmonized Cone for Feasible and Non-conflict Directions in Training Physics-Informed Neural Networks [pdf]

Dohyun Bu*, Yujung Byun*, Jong-Seok Lee
International Conference on Learning Representations (ICLR 2026)

[C2] Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data [pdf]

Dohyun Bu, Hyunho Kim, Jong-Seok Lee
International Conference on Learning Representations (ICLR 2026)

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Dohyun Bu (부도현)

Selected Publications (Full Lists)(*: Equal contributions, C: Conference, P: Preprint, S: Seminar)

Selected Publications (Full Lists)
(*: Equal contributions, C: Conference, P: Preprint, S: Seminar)