Author

Zhen-Guo Li

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#artificial intelligence Preprint Sep 2026

Token-Disentangled Latent Test-Time Scaling for Vision-Language Reasoning

Latent test-time scaling improves reasoning by refining hidden states during inference, but existing methods typically apply a single scalar reward to all editable latent tokens. For multimodal large language models, this global update ignores that generated tokens play different roles: some are sensitive to visual evi...

Hao-Xuan Ma, Yi-Hao Liu, Yu-Tao Sun et al. · 0 citations

#machine learning Jun 2025

Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture

It is shown decoder-only MDMs, despite a larger modeling space, can achieve significant inference speedups and comparable perplexity with techniques like temperature annealing, offering a path to reduced inference compute.

Shuchen Xue, Tianyu Xie, Tianyang Hu et al. · arXiv.org · 17 citations · ⚡1