Author

Guo-Qi Li

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#artificial intelligence Preprint Oct 2026

Dancing Diffusion: Learning Continuous Programs for Image Generation and Editing

Diffusion models generate samples through a multi-step denoising trajectory, yet condition every step on the same instruction, so the trajectory cannot be addressed at the level of individual operations. We introduce Dancing Diffusion, which assigns each span of timesteps a dedicated continuous condition block and ther...

En-Heng Cui, Jin-Yue Yang, Bo-Jian Yin et al. · 0 citations

Jul 2026

Full-Stack FP4: Stable LLM Pretraining with Quantized Projections, Optimizers, and Attention

Full-Stack FP4 is presented, a modular NVFP4 framework with separate recipes for projections, AdamW states, Root/Muon computation, and attention, and mixed-precision attention that protects a compact projection subspace in BF16 while retaining full-shape NVFP4 computation.

Siyu Ding, Ming Ma, Jiabo Tong et al. · arXiv.org · 3 citations