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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ruo-Yu Guo

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Open access Aug 2026

P-PatchDiff: Progressive Patch Diffusion Models for Low-Light Image Enhancement

Recent advancements in low-light image enhancement have leveraged diffusion models for their strong ability to generate perceptually realistic, detailed images. Patch diffusion models further offer a promising solution to size-agnostic image restoration while improving efficiency. However, existing methods typically re...

Ruo-Yu Guo, Haonan Zhong, M. Pagnucco et al. · 0 citations
Preprint Sep 2026

Hierarchical Prompt Injector for Domain Generalization Segmentation

Considering the difficulty of learning spatially and semantically aware prompt injection, the Hierarchical Prompt Injector is proposed, which enables spatially adaptive prompt injection in foundation models and auxiliary supervision to align hierarchical prompts with their corresponding object regions is introduced.

Xin Lin, Ruo-Yu Guo, Jia-Qi Guo et al. · 0 citations
#artificial intelligence May 2026

Bernini: Latent Semantic Planning for Video Diffusion

To better handle multiple visual inputs, Segment-Aware 3D Rotary Positional Embedding (SA-3D RoPE) is introduced, and chain-of-thought reasoning in the planner is incorporated to better transfer understanding into generation.

Chenchen Liu, Junying Chen, Lei Li et al. · 10 citations · ⚡2

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