Author

Xiao-Tong Tang

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Preprint Aug 2026

Plans You Can Check: Verifier-Grounded Learning of an Open-Weight Planner for Executable Video-Editing

RefineCut is introduced, which, unlike workflow systems that wrap a prompted frontier model, trains a compact open-weight planner for it, which matches or exceeds its frontier teachers.

Hao-Yu Wang, Cheng Feng, Liuyang Bian et al. · 1 citation

Conference Open access Sep 2026

A Survey of Joint Online-Offline Fine-tuning for Large Language Models

This work advocates for Joint Online-Offline Fine-Tuning as a superior paradigm that breaks the convention of restricting offline data to SFT and online data to RFT, and provides the first comprehensive survey focusing specifically on the synchronization of data provenance.

Tai-Hang Zhen, Guang Yang, Chen-Zhang Li et al. · Proceedings of the Thirty-Fi... · 0 citations