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