Author

Kun Yuan

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Preprint Jul 2026

KAT-Coder-V2.5 Technical Report

We present KAT-Coder-V2.5, a coding-focused agentic model trained to act autonomously inside real, executable repositories rather than as a single-turn code generator. Its capability is bottlenecked less by model scale than by the scarcity of reproducible environments, verifiable rewards, and high-value trajectories, w...

Bofeng Huang, Fengxiang Li, Hao Xu et al. · 2 citations

Jul 2026

LPM: Industrial-Scale Generative Video Restoration

The Large Processing Model is presented, a diffusion-based generative framework for photorealistic video restoration under complex, in-the-wild degradations, demonstrating that generative restoration can be practical, scalable, and cost-effective for large-scale video processing.

Bichuan Zhu, Fulin Li, Jiachao Gong et al. · arXiv.org · 0 citations