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刘斯奇

职务/职称:

深圳市大数据研究院 医疗大数据实验室研究科学家    


研究方向:

医学影像分析,生物识别安全,计算机视觉,深度学习    


电子邮箱:

siqiliu@sribd.cn

教育背景:

香港浸会大学 计算机科学博士

中山大学 理学学士



个人介绍:

刘斯奇博士现为深圳大数据研究院医疗大数据实验室研究科学家。他在中山大学获得学士学位,后赴香港浸会大学深造,于2021年获计算机科学博士学位并继续博士后研究工作至2022年。刘斯奇博士在2014年于京都大学进行访问交流。他的研究兴趣包括胃肠镜影像分析,病例图像分析等医学影像分析相关方向,生物识别安全,计算机视觉和深度学习。他在ECCV, AAA, IJCAI, IEEE TIFS 等计算机视觉与模式识别领域顶级会议和期刊发表文章数篇,并连续担任CVPR、ICCV、ECCV、ICLR、AAAI、IJCAI、WACV、IEEE TPAMI、TIP、TIFS、TDSC、TBIOM等顶级会议和期刊审稿人。    

代表性论文:

*Joint first authors # Corresponding author

1. Wei Lou, Haofeng Li#/Corresponding), Guanbin Li, Xiaoguang Han, Xiang Wan, Which Pixel to Annotate: a Label-Eficient NucleiSegmentation Framework, lEEE Transactions on Medical lmaging (TMl, IF=11.037). 2022.112. Junjia Huang, Haofeng Li#Corresponding), Guanbin Li#, Xiang Wan, Attentive symmetric Autoencoder for Brain MRl Segmentation, EarlyAccept ltop 13% in MICCAl, 2022.09

3. Haofeng Li, Junia Huang, Guanbin Li, Zhou Liu, Yihong Zhong, Yingving Chen, Yunfei Wang.Xiang Wan. View-Disentangled Transformer forBrain Lesion Detection, International Symposium on Biomedical lmaging (lSBl), 2022.034. Jiutao Yue*, Haofeng Li* /oint first author, Pengxu Wei, Guanbin Li, Liang Lin, Robust Rea-World lmage Super-Resolution against

Adversarial Attacks,ACM Multimedia (CCF A).2021.10

5. Hong-Yu Zhou", chengdi Wang", Haofeng Li* (oint first author), Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu, ssMD: semi-supervisedmedical image detection with adaptive consistency and heterogeneous perturbation, Medical lmage Analysis lF = 8.545), 2021.086. Haofeng L/ Yirui Zeng, Guanbin li. liang lin, Yizhou Yu, Online Aternate Generator against Adversarial Attacks.lEEE Transactions on lmageProcessing ITIP,CCF A.IF=10.856)2020.09

7. Haofeng L, Guangi Chen, Guanbin li, Yizhoy Yu, Motion Guided Attention for Video Salient Obiect Detection,lEEE international Conferenceon Computer Vision (lCCV CCF A).2019.11

8. Haofeng Li, Guanbin Li, Yizhou Yu, ROsA: Robust Salient Object Detection Against Adversarial Attacks, lEEE Transactions on CyberneticsUCR Q1.IF=11.079).2019

9. Haofeng l, Guanbin Li, liang Lin, Hongchuan Yy, Yizhou Yu, Context Aware semantic Inpainting, lEEE Transactions on Cybernetics (/CR011.2018

10. Xiang He, Sibei Yang, Guanbin li, Haofeng Li, Huiyou Chang, Yizhou Yu, Non-Local Context Encoder Robust Biomedical lmageSeamentation against Adversarial Attacks. Oral Presentation in AAAl (CCF A). 2019

11. Kan Wu, Guanbin li, Haofeng Li jianiun Zhang, Yizhou Yu, Harvesting Visual Objects from Interet lmages via Deep Learning BasedObiectness Assessment ACM Transactions on Multimedia Computing, Commynications and Applicaions TOMM (CCF B). 2019


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