 | 杨旭 博士, 副教授 工作单位： 东南大学计算机科学与工程学院 E-mail: |
个人简介
在2021年从南洋理工大学获取计算机专业人工智能方向博士学位，现为东南大学计算机院副教授，为PALM实验室一名指导教师。主要研究方向为深度学习，因果推断，视觉推理任务，尤其关注图像标题生成任务。在过去的5年内，以第一作者身份发表顶级会议期刊论文多篇，包括TPAMI，CVPR，ICCV，ECCV，以及ACMMM。同时担任多项会议期刊审稿人工作，包括CVPR，ICCV，ECCV，TIP，TMM等。
发表论文
1.Xu Yang, Hanwang Zhang, Jianfei Cai. "Deconfounded image captioning: A causal retrospect", IEEE Transactions on Pattern Analysis and Machine Intelligence.TPAMI.
2.Xu Yang, Hanwang Zhang, Jianfei Cai. "Auto-encoding and Distilling Scene Graphs for Image Captioning", IEEE Transactions on Pattern Analysis and Machine Intelligence.TPAMI.
3.Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai. "Auto-Parsing Network for Image Captioning and Visual Question Answering", IEEE International Conference on Computer Vision. ICCV 2021.
4.Xu Yang, Hanwang Zhang, Jianfei Cai. "Causal attention for vision-language tasks", Conference on Computer Vision and Pattern Recognition. CVPR 2021.
5.Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai. "Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning", ACM International Conference on Multimedia. ACMMM 2020.
6.Xu Yang, Hanwang Zhang, Jianfei Cai. "Learning to collocate neural modules for image captioning", IEEE International Conference on Computer Vision. ICCV 2019.
7.Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai. "Auto-encoding scene graphs for image captioning", Conference on Computer Vision and Pattern Recognition. CVPR 2019.
8.Xu Yang, Hanwang Zhang, Jianfei Cai. "Shuffle-then-assemble: learning object-agnostic visual relationship features", European Conference on Computer Vision. ECCV 2018.
9.Xu Yang, Xin Geng, Deyu Zhou. "Sparsity Conditional Energy Label Distribution Learning for Age Estimation", International Joint Conference on Artificial Intelligence. IJCAI 2016.
10.Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng. "Deep label distribution learning for apparent age estimation", IEEE International Conference on Computer Vision Workshops. ICCVW 2015.
