Hao-Bo Xu

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Si-Rui Chen (1)Yuanchen Bei (1)Lingjie Chen (1)Yu-Chen Yan (1)

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Sep 2, 2026

Hao-Bo Xu +72w ago·also Affiliation:, Institue of Foundation Models, UIUC

Predict, Don't Iterate: Efficient Adaptive-Length Infilling for Diffusion Language Models

PILL achieves up to 6.0 BLEU-2 improvement on text infilling while running 1.82x faster than the best existing method, revolutionizing efficiency in diffusion language models.

Hao-Bo Xu, Si-Rui Chen, Yuanchen Bei +5

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Hao-Bo Xu

Publication activitypapers/week, last 8 weeks

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