Author

Hongteng Xu

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#artificial intelligence Preprint Sep 2026

Agent-Editing World Model: Rethinking World Modeling for LLM Agents

Recent advances in large language models (LLMs) have enabled agents to tackle long-horizon tasks across diverse environments. To further improve agent performance, existing language world models typically predict environment observations, yet reconstructing high-entropy, execution-dependent tool responses offers limite...

Shuang Sun, Guo-Xin Chen, Fan-Zhen Meng et al. · 0 citations

Jul 2026

Consistent Feature Transport for Image Relighting

This work reformulates relighting as an illumination feature transport problem and introduces Consistent Feature Transport (CFT), a training principle that explicitly enforces illumination-consistent transport between source and target image distributions.

Bohan Zhang, Huan Liang, Yuhang He et al. · arXiv.org · 0 citations