Author

Hyoungjoon Lee

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#artificial intelligence May 2026

Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement

The results suggest that the representation space in which diffusion operates should itself be treated as a first-class design variable for continuous diffusion in language models.

InJin Kong, Hyoungjoon Lee, Yohan Jo · arXiv.org · 1 citation

#artificial intelligence Jan 2026

Mechanism Shift During Post-training from Autoregressive to Masked Diffusion Language Models

It is suggested that diffusion post-training selectively preserves or reorganizes inherited computation according to task structure, rather than uniformly replacing autoregressive mechanisms.

InJin Kong, Hyoungjoon Lee, Yohan Jo · arXiv.org · 0 citations