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Sijin Yu

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2026
[c12]
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Hao Fang, Xiaohang Sui, Hongyao Yu, Kuofeng Gao, Jiawei Kong, Sijin Yu, Bin Chen, Shu-Tao Xia:
Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models. ACL (1) 2026: 5349-5367
[c11]
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Zhuoyan Dai, Wenxuan Wu, Sijin Yu, Mingjin Chen, Zhongliang Liu, Xin Zhang:
STU-Net: A Hybrid CNN-Transformer Architecture for Spherical Cortical Surface Registration. ISBI 2026: 1-5
[c10]
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Zhongliang Liu, Wenxuan Wu, Sijin Yu, Zhuoyan Dai, Xin Zhang:
Two-Stage Cortical Surface Reconstruction from MRI with Arbitrary Slice Thickness. ISBI 2026: 1-5
[c9]
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Zhenyu Yang, Jiakun Xu, Sijin Yu, Ying Ouyang, Xin Zhang:
MRI-Based Multi-Scale Multi-Modal Neonatal Brain Age Estimation Framework with Weight-Aware Feature. ISBI 2026: 1-5
[c8]
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Hongyao Yu, Yixiang Qiu, Hao Fang, Tianqu Zhuang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu:
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering. KDD (1) 2026: 1833-1843
[i4]
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  - journals/corr/abs-2605-24993
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Sijin Yu, Zijiao Chen, Zhenyu Yang, Zihao Tan, Jiakun Xu, Zhongliang Liu, Shengxian Chen, Wenxuan Wu, Xiangmin Xu, Xin Zhang:
NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding. CoRR abs/2605.24993 (2026)
2025
[j1]
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Sijin Yu, Yunbo Li, Jiaye Gong:
Hierarchical reinforcement learning for dynamic collision avoidance of autonomous ships under uncertain scenarios. Knowl. Based Syst. 330: 114528 (2025)
[c7]
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  - conf/iccv/YuCWCLNXXZ25
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Sijin Yu, Zijiao Chen, Wenxuan Wu, Shengxian Chen, Zhongliang Liu, Jingxin Nie, Xiaofen Xing, Xiangmin Xu, Xin Zhang:
From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure. ICCVW 2025: 6248-6257
[c6]
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Wenxuan Wu, Ruowen Qu, Zhongliang Liu, Zhuoyan Dai, Dongzi Shi, Sijin Yu, Tong Xiong, Shiping Liu, Xiangmin Xu, Xiaofen Xing, Xin Zhang:
Drawing Developmental Trajectory From Cortical Surface Reconstruction. ICCV 2025: 11026-11035
[c5]
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Zhaojin Chen, Sijin Yu, Xuejiao Li, Huirong Lei, Jiyu Qian, Yingxue Yao, Zicong Zheng, Guodong Liang, Xiaofen Xing, Xin Zhang, Chengfang Xu:
SSS: Signature-Sequence-Statistical Model for Exploring the Impact of Prenatal Depression on Newborns' Brain Using FNIRS. ISBI 2025: 1-4
[c4]
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Ruiyue Chen, Xin Zhang, Tianyu Lin, Sijin Yu:
EMSSD: Two-Stage Model Enhancing Medical Image Segmentation Based on Stable Diffusion. ISBI 2025: 1-5
[c3]
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Jiayan Lv, Xin Zhang, Wenxuan Wu, Sijin Yu:
Ga-Shape: A Dual-Path Framework Guided by Gestational Age and Local Shape Descriptors for Fetal Brain MRI Segmentation. ISBI 2025: 1-5
[c2]
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Shengxian Chen, Wenxuan Wu, Xin Zhang, Jiakun Xu, Sijin Yu, Yao Lv, Tong Xiong, Jimin Guo, Chaoxiang Yang, Xiangmin Xu:
TissueAgeNet: Quantitative Textual Guidance for Tissue Level Brain Age Estimation. MLMI@MICCAI 2025: 256-265
[i3]
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  - journals/corr/abs-2501-13340
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Hao Fang, Xiaohang Sui, Hongyao Yu, Jiawei Kong, Sijin Yu, Bin Chen, Hao Wu, Shu-Tao Xia:
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models. CoRR abs/2501.13340 (2025)
[i2]
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  - journals/corr/abs-2507-16389
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Sijin Yu, Zijiao Chen, Wenxuan Wu, Shengxian Chen, Zhongliang Liu, Jingxin Nie, Xiaofen Xing, Xiangmin Xu, Xin Zhang:
From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure. CoRR abs/2507.16389 (2025)
2024
[c1]
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  - conf/miccai/YuLLYCZLXZX24
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Sijin Yu, Xuejiao Li, Huirong Lei, Yingxue Yao, Zhaojin Chen, Zicong Zheng, Guodong Liang, Xiaofen Xing, Xin Zhang, Chengfang Xu:
Attention-Based-Features-Fusion Emotion-Guided fNIRS Classification Network for Prenatal Depression Recognition. PRIME@MICCAI 2024: 12-23
[i1]
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  - journals/corr/abs-2410-05814
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Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu:
CALoR: Towards Comprehensive Model Inversion Defense. CoRR abs/2410.05814 (2024)

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