个人简介

四川大学副研究员（长聘），主要从事人工智能基本学习算法、人工智能在医学疾病诊疗/铁路智能建维等交叉领域的研究工作，以一作/通讯在IEEE T Med Imaging，Med Image Anal，IEEE J Biomed Health，Int J Neural Syst，AAAI，ACMMM，MICCAI，MedComm等国际重要人工智能和临床医学期刊会议上共计30余篇，申请并获得授权国家发明专利6项，研发的技术已经在20多家三甲医院落地应用。曾获全国创新创业优秀博士后称号，相关成果获得第二届博士后创新创业大赛铜奖，首届“蓉漂杯”博士博士后创新创业大赛二等奖，第四届中国国际“互联网+”大赛金奖。指导学生获第七届四川省“互联网+”大赛省赛金奖。指导本科生国家级、省级大创多项。

谷歌学术主页：https://scholar.google.com/citations?user=Axzrgy8AAAAJ&hl=en

近三年发表代表论文

(1) Kai Zhou, Nan Chen, Zhang Yi,Xiuyuan Xu*. SA-Seg: Annotation-Efficient Segmentation for Airway Tree Using Saliency-based Annotation. IEEE Transactions on Medical Imaging. 2025.

(2) GettingHuang, Jilong Zhang, Kai Zhou, Zhang Yi,Xiuyuan Xu*, RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction, In AAAI, accepted, 2026.

(3)Lingyu Zhou, Yue Yu, Zhang Yi,Xiuyuan Xu*, Mitigating Entity Hallucinations in 3D Radiology Report Generation via Dual-Stream Alignment, In AAAI, accepted, 2026.

(4) TianzhongLan, Zhang Yi,Xiuyuan Xu*, Min Zhu*, GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding, In AAAI, accepted, 2026.

(5) Xiuyuan Xu;Haiying Luo; Zhang Yi; Haixian Zhang. A Forward Learning Algorithm for Neural Memory Ordinary Deferential Equations, International Journal of Neural Systems, 2024, 34(9): 2450048-2450048.

(6) XiuyuanXu, Nan Chen, Zongxuan Jin, Zihuai Wang, Yan Wang, Qiang Pu, Zhang Yi, Lunxu Liu, Jixiang Guo. Automatically Predicting Lung Tumor Invasiveness Using Deep Neural Networks,Medical Engineering & Physics, 2025, 104385.

(7) Tianzhong Lan; Zhang Yi;Xiuyuan Xu*; Min Zhu*. Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba. In MICCAI, pp.152-162, 2025.

(8) Tianzhong Lan; Fanxin Zeng; Zhang Yi;Xiuyuan Xu*; Min Zhu*. ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging, IEEE Journal of Biomedical and Health Informatics, 2024, 28(8): 4751-4760.

(9) Zhou, Lingyu, Zhang Yi, Kai Zhou, andXiuyuan Xu*. "Efficient and Gender-Adaptive Graph Vision Mamba for Pediatric Bone Age Assessment." In MICCAI, pp. 230-239. Cham: Springer Nature Switzerland, 2024.

(10) TianzhongLan; Zhang Yi;Xiuyuan Xu*; Min Zhu*. LooBox:Loose-box-supervised 3D Tumor Segmentation with Self-correcting Bidirectional Learning. In ACM MM, pp. 8077-8086, 2025.

部分主持的科研项目

（1）国家自然科学基金委员会，青年科学基金

（2）四川省科技厅，重点研发项目

（3）西藏自治区，重点研发计划项目

（4）成都市，产业链协同创新项目

（5）CAAI-华为MindSpore学术奖励基金