李祎

个人信息Personal Information

准聘副教授

硕士生导师

主要任职:Associate Professor

性别:女

毕业院校:中国科学院大学

学位:博士

所在单位:人工智能学院

联系方式:0411-84706009-8169

电子邮箱:liyi@dlut.edu.cn

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人工智能与安全实验室(负责人:郭艳卿 教授)主要从事多媒体计算、计算机视觉、信息安全等方向的理论与应用研究工作,并与中国科学院自动化研究所、国家信息中心等知名科研机构保持长期合作。近年来,研究组科研成果主要发表于 IJCVPRTMMTSMCSCVPRAAAIIJCAI 等国际顶级学术期刊和会议。实验室毕业生去向丰富,包括前往悉尼大学、清华大学等国际知名高校攻读博士学位,或在阿里巴巴、腾讯、百度等公司从事算法开发等工作。

实验室长期招收研究生、科研助理等,欢迎有志于科研,乐于奉献,勤奋上进,对人工智能与安全具有浓厚学习兴趣的优秀学生加入我们!

招生专业

081000-信息与通信工程、081002-信号与信息处理

招生方向

计算机视觉、机器学习、模式识别

联系方式

发送简历至 liyi@dlut.edu.cn




科研活动

»        NCIG 2020,讲习班主持人,2020-06

»         IEEE BTAS 20192019-09

»         ICME International Workshop on ITMC 2019Session Chair2019-07

»         《人工智能安全标准化白皮书(2019版)》,编写人员2019-06

»         人工智能前沿学生论坛受邀报告2019-03

»         CCBR 2018受邀报告,2018-08

»         AAAI 20182018-02


出版信息

[1].    Yi Li, Huaibo Huang, Ran He, Tieniu Tan. Heterogeneous Facial Analysis and Synthesis. Springer, Jun, 2020.

[2].    Yi Li, Huaibo Huang, Jie Cao, Ran He, Tieniu Tan. Disentangled Representation Learning of Makeup Portraits in the Wild. International Journal of Computer Vision. Dec, 2019, online. SCI: 000559365500010

[3].    Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan. Learning a Bi-Level Adversarial Network with Global and Local Perception for Makeup-Invariant Face Verification. Pattern Recognition, 2019, 90: 99-108. SCI: 000463130400009

[4].    Yi Li, Huaibo Huang, Junchi Yu, Ran He, Tieniu Tan. Cosmetic-Aware Makeup Cleanser. IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), 2019.

[5].    Yi Li, Yanqing Guo, Jun Guo, Zhuang Ma, Xiangwei Kong, Qian Liu. Joint CRF and Locality-Consistent Dictionary Learning for Semantic Segmentation. IEEE Transactions on Multimedia, 2019, 21(4): 875-886. SCI: 000462413700006

[6].    Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan. Anti-Makeup: Learning a Bi-Level Adversarial Network for Makeup-Invariant Face Verification. AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Feb 2-7, 2018. SCI: 000485488907019 , EI: 20190506435934

[7].    Yi Li, Yanqing Guo, Yueying Kao, Ran He. Image Piece Learning for Weakly Supervised Semantic Segmentation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, 47(4): 648-659. SCI: 000398966700007

[8].    Yi Li, Yanqing Guo, Jun Guo, Ming Li, Xiangwei Kong. CRF with Locality-Consistent Dictionary Learning for Semantic Segmentation. IAPR Asian Conference on Pattern Recognition (ACPR), Kuala Lumpur, Nov 3-6, 2015. EI: 20162902615579

[9].    Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He. A Survey of Deep Facial Attribute Analysis. International Journal of Computer Vision, Mar 2020, online. SCI: 000521700000001

[10].   Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He. Cross-Spectral Face Hallucination via Disentangling Independent Factors. IEEE International Conference on Computer Vision (CVPR), Virtual, Jun 14-19, 2020.

[11].   Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He. Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning. International Joint Conference on Artificial Intelligence (IJCAI), 2020.

[12].   Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun. Informative Sample Mining Network for Multi-Domain Image-to-Image Translation. European Conference on Computer Vision (ECCV), Virtual, Aug 23-28, 2020.

[13].   Hao Zhu, Yi Li, Feixia Zhu, Aihua Zheng, Ran He. Let’s Play Music: Audio-driven Performance Video Generation. International Conference on Pattern Recognition (ICPR), 2020.

[14].   Junchi Yu, Jie Cao, Yi Li, Xiaofei Jia, Ran He. Pose-preserving Cross Spectral Face Hallucination. International Joint Conference on Artificial Intelligence (IJCAI), Macao, Aug 10-16, 2019. EI: 20194607696705

[15].   Jun Guo, Yanqing Guo, Yi Li, Bo Wang, Ming Li. Locality Sensitive Discriminative Dictionary Learning. IEEE International Conference on Image Processing (ICIP), Quebec City, Sep 27-30, 2015. EI: 20160601895789


社会兼职

»        CSIG视觉大数据专委会,委员,2020-10

  • 教育经历Education Background
  • 工作经历Work Experience
  • 研究方向Research Focus
  • 社会兼职Social Affiliations
  • 多媒体计算
  • 计算机视觉
  • 机器学习
  • 模式识别