中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组
黎向阳

年级:2015级博士生

导师:蒋树强

研究小组:多媒体计算与多模态智能

电子邮箱:xiangyang.li@vipl.ict.ac.cn

通讯地址:北京市海淀区科学院南路6号(中科院计算所-智能信息处理)

研究方向:Machine Learning, Image Understanding

My research interests include large-scale image classification, joint learning with language and vision, computer vision, and pattern recognition. I am advised by Professor Shuqiang Jiang.

Homepage: http://vipl.ict.ac.cn/en/people/~xyli

Google Scholar: https://scholar.google.com/citations?user=n6WBCgUAAAAJ&hl=zh-CN 


经历
教育经历
  • From 2015 to present, Institute of Computing Technology, Chinese Academy of Sciences, Ph.D candidate
  • From 2012 to 2015, Capital Normal University, M.S in Computer Applied Technology
  • From 2008 to 2012, Wuhan Institute of Technology, B.S in Artificial Intelligent Science and Technology
著论

论文

[1] Xiangyang LiLuis Herranz, Shuqiang Jiang, "Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition", ACM Transactions on Data Science (ACM TDS), Accepted in 5-Mar-2019.

[2] Xiangyang Li, Shuqiang Jiang, "Know More Say Less: Image Captioning Based on Scene Graphs", IEEE Transactions on Multimedia (TMM), Accepted in 2-Jan-2019.

[3] Xiangyang Li, Shuqiang Jiang, Jungong Han, “Learning Object Context for Dense Captioning”, Thirty-Third AAAI Conference  on Artificial Intelligence (AAAI2019), Honolulu, Hawaii, USA, 2019. [PPT]

[4] Shuqiang Jiang, Sisi Liang, Chengpeng Chen, Yaohui Zhu, Xiangyang Li, "Class Agnostic Image Common Object Detection", IEEE Transactions on Image Processing (TIP), Accepted in 24-Dec-2018.

[5] Xiangyang Li, Shuqiang Jiang, “Bundled Object Context for Referring Expressions”, IEEE Transactions on Multimedia (TMM), vol. 20, no. 10, pp. 2749-2760, 2018.

[6] Xiangyang Li, Xinhang, Song, Luis Herranz, Yaohui Zhu, Shuqiang Jiang, “Image Captioning with Both Object and Scene Information”, ACM on Multimedia (MM2016), pp. 1107-1110, Amsterdam, The Netherlands, 2016.

[7] Xiangyang Li, Luis Herranz, Shuqiang Jiang, “Heterogeneous Convolutional Neural Networks for Visual Recognition”, Pacific Rim Conference on Multimedia (PCM2016, Oral), pp. 262-274, Xi'an, China, 2016. [PPT]

[8] Luis Herranz, Shuqiang Jiang, Xiangyang Li, “Scene Recognition with CNNs: Objects, Scales and Dataset Bias”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016), Las Vegas, Nevada, pp. 571-579, 2016.

[9] Huayang Wang, Weiqing Min, Xiangyang Li, Shuqiang Jiang, “Where and What to Eat: Simultaneous Restaurant and Dish Recognition from Food Image”, Pacific Rim Conference on Multimedia (PCM2016), pp. 520-528, Xi'an, China, 2016.

[10] Yaohui Zhu, Shuqiang Jiang, Xiangyang Li, “Visual Relationship Detection with Object Spatial Distribution”, IEEE International Conference on Multimedia and Expo (ICME2017), pp. 379-384, Hong Kong, 2017.

[11] Xiong Lv,  Xinda Liu, Xiangyang Li, Xue Li, Shuqiang Jiang, Zhiqiang He, “Modality-Specific and Hierarchical Feature Learning for RGB-D hand-held Object Recognition”, Multimedia Tools and Applications, vol. 46, no. 3, pp. 4273-4290, 2017.








视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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