NEO Series: Native Vision-Language Models

@article{Diao2025NEO,
  title        = {From Pixels to Words--Towards Native Vision-Language Primitives at Scale},
  author       = {Diao, Haiwen and Li, Mingxuan and Wu, Silei and Dai, Linjun and Wang, Xiaohua and Deng, Hanming and Lu, Lewei and Lin, Dahua and Liu, Ziwei},
  journal      = {arXiv preprint arXiv:2510.14979},
  year         = {2025}
}

@article{Diao2026NEOov,
  title        = {From Pixels to Words--Towards Native One-Vision Models at Scale},
  author       = {Diao, Haiwen and Wang, Jiahao and Wu, Penghao and Dong, Yuhao and Niu, Yuwei and Zhu, Yue and Cai, Zhongang and Fan, Weichen and Dai, Linjun and Wu, Silei and others},
  journal      = {arXiv preprint arXiv:2605.28820},
  year         = {2026}
}

@misc{sensenova2026neounify,
  title        = {NEO-unify: Building Native Multimodal Unified Models End to End},
  author       = {SenseNova},
  journal      = {Hugging Face blog},
  url          = {https://huggingface.co/blog/sensenova/neo-unify},
  year         = {2026}
}

@article{sensenova2026sensenovau1,
  title        = {SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture},
  author       = {Diao, Haiwen and Wu, Penghao and Deng, Hanming and Wang, Jiahao and Bai, Shihao and Wu, Silei and Fan, Weichen and Ye, Wenjie and Tong, Wenwen and Fan, Xiangyu and others},
  journal      = {arXiv preprint arXiv:2605.12500},
  year         = {2026}
}

@article{Fan2026NEOVLA,
  title        = {From Pixels to Actions--Towards Native Vision-Language-Action Policies},
  author       = {Fan, Weichen and Diao, Haiwen and Wu, Penghao and Hu, Siyuan and Huang, Ziqi and Liu, Tianqi and Sun, Mingze and Wang, Ziyi and Cai, Zhongang and Deng, Hanming and Wang, Quan and Yang, Lei and Lu, Lewei and Hong, Fangzhou and Chen, Zhaoxi and Lin, Dahua and Liu, Ziwei},
  journal      = {arXiv preprint arXiv:2611.06918},
  year         = {2026}
}