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姓名: |
王利团 |
职称: |
副教授/博士生导师 |
研究方向: |
高效机器学习、医学图像分析 |
邮箱: |
lituanwang@scu.edu.cn |
个人简介
王利团,副教授、博士生导师,智能科学系主任。长期从事人工智能及智能医学研究,在IEEE TMM/TCYB/TNNLS/TMI、MedIA、ICCV/AAAI/CVPR等人工智能及医学交叉领域国际期刊和会议上发表学术论文40余篇。主持国家自然科学基金面上项目/青年基金、中国博士后科学基金等,研究成果获吴文俊人工智能自然科学一等奖(排名4)、四川省科技进步一等奖(排名7)。曾获四川省教学成果二等奖(排名4)、四川大学教学成果特等奖(2项,排名6,排名8),IEEE Chengdu Section 2017 Excellent Student Paper Award和四川省计算机学会2018 SCF优秀学生论文奖,担任IEEE Computational Intelligence Society成都分会秘书、四川省人工智能学会理事,获授权国家发明专利7项。
代表性论文
1.Lituan Wang, Lei Zhang*, Yan Wang, Zhenbin Wang, Zhenwei Zhang, Zhang Yi, EAUWSeg: Eliminating Annotation Uncertainty in Weakly-Supervised Medical Image Segmentation, IEEE Transactions on Emerging Topics in Computational Intelligence, 2026, Accepted.
2.Zhouhongyuan Hu, Lei Zhang, LituanWang*, Zhenwei Zhang, Minjuan Zhu, Zhenbin Wang, Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation, The 40th Annual AAAl Conference on Artificial Intelligence, AAAI2026, 40(6):4976-4984, January, 20-27, 2026, Singapore.
3.Wenjing Zhang#, Lituan Wang#, Xusha Wu, Li Yao, Yi Zhang, Hong Yin, Lei Zhang*, Su Lui*, Qiyong Gong, Improved patient identification by incorporating symptom severity in deep learning using neuroanatomic images in first episode schizophrenia, Neuropsychopharmacology, 50 (3):531-539, 2025.
4.Lituan Wang, Lei Zhang*, Xin Shu, and Zhang Yi, Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification, Medical Image Analysis, 85(2023): 102746.
5.Lituan Wang,Lei Zhang*, Xiaofeng Qi, Zhang Yi; Deep attention-based imbalanced image classification, IEEE Transactions on Neural Networks and Learning Systems, 33(8):3320-3330, 2022.