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math.CO2026
Positivity and negativity for -bases for
Wouter van Doorn, Pietro Monticone, Melvyn B. Nathanson
A set of integers is an -basis for if every integer in belongs to the sumset , that is, can be represented as the sum of exactly not…
cs.CL2026
Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models
Yu Zhang, Xinchen Li, Jialei Zhou +6
Block-wise decoding effectively improves the inference speed and quality in diffusion language models (DLMs) by combining inter-block sequential denoising and intra-block parallel…
cs.CV2026
Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis
Yu Zhang, Jingyi Liu, Feng Liu +5
Visual AutoRegressive modeling (VAR) suffers from substantial computational cost due to the massive token count involved. Failing to account for the continuous evolution of modelin…