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周桂妃 (Guifei Zhou)

School of Informatics

7H-index
29Paper Count
156Citation Count
Published Papers 10
Publication Date
Molecular graph-based invariant representation learning with environmental inference and subgraph generation for out-of-distribution generalization
err2026-01-02
err0
errOAAI
errHang Zhu; Sisi Yuan; Mingjing Tang; Guifei Zhou; Zhanxuan Hu; Zhaoyang Liu; Jin Li; Jianmin Wang; Chunyan Li
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Geometry-aware lightweight convolutional network for efficient molecular property prediction
err2025-10-31
err0
errOAAI
errHuan Zhang; Guifei Zhou; Mingjing Tang; Jin Li; Hang Zhu; Chunyan Li
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Semantic substructure guided multiple objective molecular generation with discrete diffusion probabilistic model
err2025-07-26
err0
PREAI
errShugao Chen; Bosheng Song; Ruizhe Chen; Lin Liu; Guifei Zhou; Sisi Yuan
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MGDM: Molecular generation using a multinomial diffusion model
errMETHODS
IF4.3
err2025-07-01
err0
PREAI
errYuan, Sisi; Zhao, Chen; Liu, Lin; Zhou, Guifei
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A novel MSN-II feature extracted from T1-weighted MRI for discriminating between BD patients and MDD patients
err2025-02-01
err0
PREAI
errSun, Kai; Chen, Guanmao; Liu, Chunchen; Chu, Zihan; Huang, Li; Li, Zhou; Zhong, Shuming; Ye, Xiaoying; Zhang, Yingli; Jia, Yanbin; Pan, Jiyang; Zhou, Guifei; Liu, Zhenyu; Yu, Changbin; Wang, Ying
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A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
err2022-03-01
err16
PREAI
errSun, Kai; Liu, Zhenyu; Chen, Guanmao; Zhou, Zhifeng; Zhong, Shuming; Tang, Zhenchao; Wang, Shuo; Zhou, Guifei; Zhou, Xuezhi; Shao, Lizhi; Ye, Xiaoying; Zhang, Yingli; Jia, Yanbin; Pan, Jiyang; Huang, Li; Liu, Xia; Liu, Jiangang; Tian, Jie; Wang, Ying
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The Impacts of Obstructive Sleep Apnea Severity on Brain White Matter Integrity and Cognitive Functions in Children: A Diffusion Tensor Imaging Study
err2021-12-01
err10
errOAAI
errMei, Lin; Li, Xiaodan; Wang, Shengcai; Si, Run; Ji, Tingting; Xu, Zhifei; Peng, Yun; Liu, Yue; Li, Hongbin; Zhang, Jie; Guo, Yongli; Tian, Jinghong; Zhou, Guifei; Huang, Huifang; Tai, Jun; Liu, Jiangang; Ni, Xin
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Effects of obstructive sleep apnoea severity on neurocognitive and brain white matter alterations in children according to sex: a tract-based spatial statistics study
err2021-06-01
err14
PREAI
errMei, Lin; Li, Xiaodan; Zhou, Guifei; Ji, Tingting; Chen, Jun; Xu, Zhifei; Peng, Yun; Liu, Yue; Li, Hongbin; Zhang, Jie; Wang, Shengcai; Zhang, Yamei; Ge, Wentong; Guo, Yongli; Qiu, Yue; Jia, Xinbei; Tian, Jinghong; Zheng, Li; Liu, Jiangang; Tai, Jun; Ni, Xin
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Linking Resting-State Networks in the Prefrontal Cortex to Executive Function: A Functional Near Infrared Spectroscopy Study
err2016-10-07
err29
errOAAI
errZhao, Jia; Liu, Jiangang; Jiang, Xin; Zhou, Guifei; Chen, Guowei; Ding, Xiao P.; Fu, Genyue; Lee, Kang
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Research Directions

人工智能类脑智能医学影像处理生物医学信息分析智能药物发现