Visual Information Processing and Learning
Visual Information Processing and Learning
Xiangyang Li

Grade: 2015 doctor candidate

Mentor: Shuqiang Jiang

Research group: Multimedia Computing

Research area: Machine Learning, Image Understanding

My research interests include large-scale image classification, joint learning with language and vision, computer vision, and pattern recognition.


Google Scholar:

I am serving as a reviewer of IEEE TPAMI, IEEE TMM, ACM TOMM, Neurocomputing, IET Computer Vision, IEEE Access, and so on. I have also served as a PC member of MM 2019, a reviewer of MM Asia 2019, a reviewer of PRCV 2019, and so on.

Educational experience
  • 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 Intelligent Science and Technology
Book or Paper


[1] Xiangyang Li, Luis Herranz, Shuqiang Jiang, "Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition", ACM Transactions on Data Science (ACM TDS), vol. 1, no. 1, pp. 4:1-4:22, 2020.

[2] Xiangyang Li, Shuqiang Jiang, "Know More Say Less: Image Captioning Based on Scene Graphs", IEEE Transactions on Multimedia (TMM), vol. 21, no. 8, pp. 2117-2130, 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.

[4] Shuqiang Jiang, Sisi Liang, Chengpeng Chen, Yaohui Zhu, Xiangyang Li, "Class Agnostic Image Common Object Detection", IEEE Transactions on Image Processing (TIP), vol. 28, no. 6, pp. 2836-2846, 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.

[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.

Visual Information Processing and Learning
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  • Zhongguancun,Haidian District
  • Beijing,China
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