Sijin Yu

11 papers Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering.
KDD (1)
Hongyao Yu, Yixiang Qiu, Hao Fang, Tianqu Zhuang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu
2025 — conf
EMSSD: Two-Stage Model Enhancing Medical Image Segmentation Based on Stable Diffusion.
ISBI
Ruiyue Chen, Xin Zhang, Tianyu Lin, Sijin Yu
2025 — conf
From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure.
ICCVW
Sijin Yu, Zijiao Chen, Wenxuan Wu, Shengxian Chen, Zhongliang Liu, Jingxin Nie, Xiaofen Xing, Xiangmin Xu, Xin Zhang
2025 J jnl
From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure.
CoRR
Sijin Yu, Zijiao Chen, Wenxuan Wu, Shengxian Chen, Zhongliang Liu, Jingxin Nie, Xiaofen Xing, Xiangmin Xu, Xin Zhang
2025 — conf
Ga-Shape: A Dual-Path Framework Guided by Gestational Age and Local Shape Descriptors for Fetal Brain MRI Segmentation.
ISBI
Jiayan Lv, Xin Zhang, Wenxuan Wu, Sijin Yu
2025 J jnl
Hierarchical reinforcement learning for dynamic collision avoidance of autonomous ships under uncertain scenarios.
Knowl. Based Syst.
Sijin Yu, Yunbo Li, Jiaye Gong
2025 J jnl
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models.
CoRR
Hao Fang, Xiaohang Sui, Hongyao Yu, Jiawei Kong, Sijin Yu, Bin Chen, Hao Wu, Shu-Tao Xia
2025 — conf
SSS: Signature-Sequence-Statistical Model for Exploring the Impact of Prenatal Depression on Newborns' Brain Using FNIRS.
ISBI
Zhaojin Chen, Sijin Yu, Xuejiao Li, Huirong Lei, Jiyu Qian, Yingxue Yao, Zicong Zheng, Guodong Liang, Xiaofen Xing, Xin Zhang, Chengfang Xu
2025 — conf
TissueAgeNet: Quantitative Textual Guidance for Tissue Level Brain Age Estimation.
MLMI@MICCAI
Shengxian Chen, Wenxuan Wu, Xin Zhang, Jiakun Xu, Sijin Yu, Yao Lv, Tong Xiong, Jimin Guo, Chaoxiang Yang, Xiangmin Xu
2024 — conf
Attention-Based-Features-Fusion Emotion-Guided fNIRS Classification Network for Prenatal Depression Recognition.
PRIME@MICCAI
Sijin Yu, Xuejiao Li, Huirong Lei, Yingxue Yao, Zhaojin Chen, Zicong Zheng, Guodong Liang, Xiaofen Xing, Xin Zhang, Chengfang Xu
2024 J jnl
CALoR: Towards Comprehensive Model Inversion Defense.
CoRR
Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu