most citedU-Cast: Learning Hierarchical Structures for High-Dimensional Time Series Forecasting

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cs.CL2026

Dynamic Chunking for Diffusion Language Models

Yichen Zhu, Xiaoming Shi, Peng Zhao +3

Block discrete diffusion language models factorize a sequence autoregressively over fixed-size positional blocks, decoupling within-block parallel denoising from across-block condi…