Attention-Based-Features-Fusion Emotion-Guided fNIRS Classification Network for Prenatal Depression Recognition. - Sijin Yu; Xuejiao Li; Huirong Lei; Yingxue Yao; Zhaojin Chen; Zicong Zheng; Guodong Liang; Xiaofen Xing; Xin Zhang 013; Chengfang Xu (PRIME@MICCAI, 2024)

CALoR: Towards Comprehensive Model Inversion Defense. - Hongyao Yu; Yixiang Qiu; Hao Fang 011; Bin Chen 011; Sijin Yu; Bin Wang 034; Shu-Tao Xia; Ke Xu (CoRR, 2024)

SSS: Signature-Sequence-Statistical Model for Exploring the Impact of Prenatal Depression on Newborns' Brain Using FNIRS. - Zhaojin Chen; Sijin Yu; Xuejiao Li; Huirong Lei; Jiyu Qian; Yingxue Yao; Zicong Zheng; Guodong Liang; Xiaofen Xing; Xin Zhang 013; Chengfang Xu (ISBI, 2025)

EMSSD: Two-Stage Model Enhancing Medical Image Segmentation Based on Stable Diffusion. - Ruiyue Chen; Xin Zhang; Tianyu Lin; Sijin Yu (ISBI, 2025)

Ga-Shape: A Dual-Path Framework Guided by Gestational Age and Local Shape Descriptors for Fetal Brain MRI Segmentation. - Jiayan Lv; Xin Zhang 013; Wenxuan Wu; Sijin Yu (ISBI, 2025)

Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models. - Hao Fang 011; Xiaohang Sui; Hongyao Yu; Jiawei Kong; Sijin Yu; Bin Chen 011; Hao Wu; Shu-Tao Xia (CoRR, 2025)

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure. - Sijin Yu; Zijiao Chen; Wenxuan Wu; Shengxian Chen; Zhongliang Liu; Jingxin Nie; Xiaofen Xing; Xiangmin Xu; Xin Zhang 013 (CoRR, 2025)