RegFormer: a single-cell foundation model powered by gene regulatory hierarchies

L Luni Hu H Hua Qin Y Yilin Zhang (Eastern Institute for Advanced Study) Y Yi Lu P Ping Qiu (Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agriculture Sciences in Weifang) Z Zhihan Guo L Lei Cao W Wenjian Jiang Y Yixin Shen Q Qianqian Chen Y Yanbang Shang T Tianyi Xia Z Ziqing Deng X Xun Xu H Hansheng Zhao (Institute of Gene Science and Industrialization for Bamboo and Rattan Resources, International Centre for Bamboo and Rattan) S Shuangsang Fang Y Yuxiang Li Y Yong Zhang

Article Details

Volume / Issue Vol. 17, Issue 1
Published May 05, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (18)

L

Luni Hu

H

Hua Qin

Y

Yilin Zhang

Eastern Institute for Advanced Study

Y

Yi Lu

P

Ping Qiu

Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agriculture Sciences in Weifang

Z

Zhihan Guo

L

Lei Cao

W

Wenjian Jiang

Y

Yixin Shen

Q

Qianqian Chen

Y

Yanbang Shang

T

Tianyi Xia

Z

Ziqing Deng

X

Xun Xu

H

Hansheng Zhao

Institute of Gene Science and Industrialization for Bamboo and Rattan Resources, International Centre for Bamboo and Rattan

S

Shuangsang Fang

Y

Yuxiang Li

Y

Yong Zhang