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黎向阳
黎向阳 助理研究员
电子邮箱: lixiangyang@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: 视觉内容知识理解与语言描述,机器视觉
个人简介

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 and so on. I have also severed as a PC member of MM 2019, a reviewer of AAAI 20221, a reviewer of ICCV 2021 and so on.



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 Intelligent Science and Technology



学术服务
研究内容
著论

论文

[1] Xiaoqian Guo, Xiangyang Li, Shuqiang Jiang,“Expressional Region Retrieval”, ACM International Conference on Multimedia (MM2020), pp. 2581-2589, Seattle, WA, USA, 2020.

[2] 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.

[3] 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.

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

[5] 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.

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

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

[8] 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.

[9] 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.

[10] 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.

[11] 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.

[12] 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.