Identifying Hamiltonian manifold in neural networks. - Yeongwoo Song; Hawoong Jeong (CoRR, 2022)

Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning. - Yeongwoo Song; Hawoong Jeong (ICLR, 2024)

Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels. - Youngkyoung Bae; Yeongwoo Song; Hawoong Jeong (CoRR, 2024)

Stochastic resetting mitigates latent gradient bias of SGD from label noise. - Youngkyoung Bae; Yeongwoo Song; Hawoong Jeong (Mach. Learn. Sci. Technol., 2025)

Uncovering Emergent Physics Representations Learned In-Context by Large Language Models. - Yeongwoo Song; Jaeyong Bae; Dong-Kyum Kim; Hawoong Jeong (CoRR, 2025)