职 称：博士后
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.
Homepage: http://vipl.ict.ac.cn/en/people/~xyli
Google Scholar: https://scholar.google.com/citations?user=n6WBCgUAAAAJ&hl=zh-CN
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 severed as a PC member of MM 2019, a reviewer of MM Asia 2019, a reviewer of PRCV 2019, and so on.
[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. [PPT]
[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. [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.
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