R1-shareVL: Incentivizing reasoning capabilities of multimodal large language models via share-GRPO

Huanjin Yao; Qixiang Yin; Jingyi Zhang; Min Yang; Yibo Wang; Wenhao Wu; Fei Su; Li Shen; Minghui Qiu; Dacheng Tao; Jiaxing Huang

R1-shareVL: Incentivizing reasoning capabilities of multimodal large language models via share-GRPO

Huanjin Yao
, Qixiang Yin
, Jingyi Zhang
, Min Yang
, Yibo Wang
, Wenhao Wu
, Fei Su
, Li Shen
, Minghui Qiu
, Dacheng Tao
, Jiaxing Huang

Department of Data Science and Artificial Intelligence

Research output: Journal article publication › Journal article › Academic research › peer-review

Original language	English
Pages (from-to)	80424-80451
Number of pages	28
Journal	Advances in Neural Information Processing Systems
Volume	38
Publication status	Published - 2026

Cite this

@article{7b4a1dea176e4ed8bfacea8ad4a60dd5,

title = "R1-shareVL: Incentivizing reasoning capabilities of multimodal large language models via share-GRPO",

author = "Huanjin Yao and Qixiang Yin and Jingyi Zhang and Min Yang and Yibo Wang and Wenhao Wu and Fei Su and Li Shen and Minghui Qiu and Dacheng Tao and Jiaxing Huang",

year = "2026",

language = "English",

volume = "38",

pages = "80424--80451",

journal = "Advances in Neural Information Processing Systems",

issn = "1049-5258",

publisher = "Neural information processing systems foundation",

}

TY - JOUR

T1 - R1-shareVL: Incentivizing reasoning capabilities of multimodal large language models via share-GRPO

AU - Yao, Huanjin

AU - Yin, Qixiang

AU - Zhang, Jingyi

AU - Yang, Min

AU - Wang, Yibo

AU - Wu, Wenhao

AU - Su, Fei

AU - Shen, Li

AU - Qiu, Minghui

AU - Tao, Dacheng

AU - Huang, Jiaxing

PY - 2026

Y1 - 2026

M3 - Journal article

SN - 1049-5258

VL - 38

SP - 80424

EP - 80451

JO - Advances in Neural Information Processing Systems

JF - Advances in Neural Information Processing Systems

ER -