Author

Jaeyeon Kim

Harvard University

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#machine learning Preprint Sep 2026

Blackboard Intelligence Can Surpass Autoregressive on Globally Constrained Problems

Next-token prediction has driven remarkable progress in large language models, yet a growing body of evidence suggests that they can struggle on problems governed by complex global constraints. In this work, we focus on this regime and ask whether some of these limitations arise from the inference interface induced by...

Woosang Jeon, Jaeyeon Kim, S. Kakade et al. · 0 citations

Preprint Aug 2026

Retrofitting Linear Attention into Diffusion Language Models

This work introduces block-hybrid attention, which retains exact softmax attention within the active denoising block while applying linear attention over previous blocks, and shows that pretrained dLLMs can be efficiently linearized for faster inference.

Jinha Kim, Younghun Roh, Jaeyeon Kim · 0 citations