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. I am advised by Professor Shuqiang Jiang.
 Xiangyang Li, Luis 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.
 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.
 Xiangyang Li, Shuqiang Jiang, Jungong Han, “Learning Object Context for Dense Captioning”, Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019), Honolulu, Hawaii, USA, 2019.
 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.
 Xiangyang Li, Shuqiang Jiang, “Bundled Object Context for Referring Expressions”, IEEE Transactions on Multimedia (TMM), vol. 20, no. 10, pp. 2749-2760, 2018.
 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.
 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.
 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.
 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.
 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.
 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.