导师代码： 11754
导师姓名： 杨阳
性别： 男
特称：
职称： 教授
学位： 理学博士学位
属性： 专职
电子邮件： yang.yang@uestc.edu.cn
学术经历： 教育经历
2002.09 - 2006.07吉林大学计算机科学与技术学士
2006.09 - 2009.07北京大学计算机科学与技术硕士
2009.09 - 2012.12昆士兰大学计算机科学与技术博士
工作经历
2014.07 至今电子科技大学教授、博导
2014.03 - 2014.07澳大利亚昆士兰大学研究员
2012.12 - 2014.03新加坡国立大学 研究员
个人简介： 杨阳教授研究方向涵盖多媒体、机器学习、人工智能、大数据、计算机视觉、社交媒体等。近五年发表高水平学术论文80余篇，包括ACM Multimedia、IJCAI、SIGMOD、CVPR、SIGIR、TKDE、TIP等在内的国际计算机领域顶级会议和期刊（CCF A类）。多次任职国际SCI期刊（客座）编委，如Neurocomputing、Multimedia Systems和Multimedia Tools and Applications等。曾多次担任包括ACM Multimedia、ICME、ICIMCS、PCM在内的国际会议的程序委员会成员，以及包括IEEE TKDE, TMM, TCSVT, ACM TOMCCAP, TIST在内的国际顶级期刊的受邀审稿人。在多媒体领域顶级国际会议、中国计算机学术推荐国际学术会议排名A类的《The 21st ACM International Conference on Multimedia》上，所著的论文“Attribute-augmented Semantic Hierarchy: Towards Bridging Semantic Gap and Intention Gap in Image Retrieval”获得最佳论文奖候选论文及最佳学生论文奖；在《14th International Conference on Web Information System Engineering》上，所著的论文“Spatio-temporal Event Modeling and Ranking”获得最佳论文奖；在《MultiMedia Modelling 2015》会议上，获得Best Paper Runner-up。
随时欢迎对科研有热情的你（博士后、博士生、硕士生、本科生、实习生）加盟，可推荐国内外知名高校、研究所、大公司实习工作！！
更多信息，请参见：
教研室网站：http://cfm.uestc.edu.cn/
个人主页：http://cfm.uestc.edu.cn/~yangyang/
科研项目： 《移动交互环境下的大媒体内容分析与检索》 国家自然科学基金重点项目主研
《协同视觉语义理解和社会媒体分析的关键技术研究》 国家自然科学基金面上项目主持
《电子科技大学****启动经费》主持
《中央高校基本业务费基础研究项目》主持
《下一代极限搜索项目》 新加坡媒体发展局参与
《Synergizing Multimedia Content Understanding with Social Data Analysis》澳大利亚研究理事会参与
《Effective and Efficient Video Search》澳大利亚研究理事会参与
《Real-time Event Detection, Prediction, and Visualization for Emergency Response》澳大利亚研究理事会参与
研究成果： Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao and Heng Tao Shen. Zero-Shot Hashing Via Transferring Supervised Knowledge. ACM Multimedia (MM), 2016. (CCF A)
Yang Yang, Fumin Shen, Zi Huang and Heng Tao Shen. A Unified Framework for Discrete Spectral Clustering. International Joint Conference on Artificial Intelligence (IJCAI), 2016. (CCF A)
Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu and Heng Tao Shen. Bidirectional Long-Short Term Memory for Video Description. ACM Multimedia (ACM MM), 2016. (CCF A, short)
Xing Xu, Fumin Shen, Zi Huang, Yang Yang, Li He and Jingkuan Song. "Cross-modal Retrieval with Label Completion". ACM Multimedia (ACM MM), 2016. (CCF A, short)
Litao Yu, Yang Yang*, Zi Huang, Peng Wang, Jingkuan Song, and Heng Tao Shen. Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents. IEEE Transactions on Image Processing (TIP), 2010. (CCF A)
Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao. A Fast Optimization Method for General Binary Code Learning. IEEE Transactions on Image Processing (TIP), 2010. (CCF A)
Yang Yang, Hanwang Zhang, Mingxing Zhang, Fumin Shen and Xuelong Li. Visual Coding in a Semantic Hierarchy. ACM Multimedia (MM), 2015. (CCF A)
Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen. Learning Binary Codes for Maximum Inner Product Search. IEEE International Conference on Computer Vision (ICCV), 2015. (CCF A)
Jiewei Cao, Zi Huang and Yang Yang. Spatial-aware Multimodal Location Estimation for Social Images. ACM Multimedia (MM), 2015. (CCF A)
Hongyun Cai, Yang Yang, Xuefei Li and Zi Huang. What are Popular: Exploring Twitter Features for Event Detection, Tracking and Visualization. ACM Multimedia (MM), 2015. (CCF A)
Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, Xiaoyong Du. Tag Features for Geo-Aware Image Classification. IEEE Transactions on Multimedia (TMM), 2015. (CCF B, JCR二区)
Fuhao Zou, Jingkuan Song, Yang Yang, Nicu Sebe and Ke Zhou. Compact Image Fingerprint via Multiple Kernel Hashing. IEEE Transactions on Multimedia (TMM), 2015. (CCF B, JCR二区)
Zheng-Jun Zha, Yang Yang, Jinghui Tang, Meng Wang and Tat-Seng Chua. Robust Multiview Feature Learning for RGB-D Image Understanding. ACM Transactions on Intelligent Systems and Technology (TIST), 2015. (JCR一区)
Luming Zhang, Yang Yang*, Meng Wang, Liqiang Nie and Xuelong Li. Detecting Densely Distributed Graph Patterns for Fine-grained Image Categorization. IEEE Transactions on Image Processing (TIP), 2015. (CCF A)
Xishan Zhang, Yang Yang*, Yongdong Zhang, Huanbo Luan, Jintao Li, Hanwang Zhang and Tat-Seng Chua. Enhancing Video Event Recognition using Automatically Constructed Semantic-Visual Knowledge Base. IEEE Transactions on Multimedia (TMM), 2015. (CCF B, JCR二区)
Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie and Heng Tao Shen. Multi-Task Spectral Clustering by Exploring Inter-Task Correlation. IEEE Transactions on Cybernetics (TCYB), 2015. (JCR一区)
Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu and Tat-Seng Chua. Exploiting Web Images for Robust Semantic Video Indexing via Sample-specific Loss. IEEE Transactions on Multimedia (TMM), 2014. (CCF B, JCR二区)
Yang Yang, Yi Yang, Yanchun Zhang, Xiaoyong Du, Heng Tao Shen and Xiaofang Zhou. Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013. (CCF A)
Yang Yang, Zi Huang, Yi Yang, Heng Tao Shen, and Jiebo Luo. Local Image Tagging via Graph Regularized Joint Group Sparsity. Pattern Recognition (PR), 2013. (CCF B, JCR二区)
Yang Yang, Yi Yang, Heng Tao Shen. Effective Transfer Tagging from Image to Video. ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2013. (CCF B, JCR二区)
Jingwen Bian, Yang Yang*, Hanwang Zhang and Tat-Seng Chua. Multimedia Summarization for Social Events in Microblog Stream. IEEE Transactions on Multimedia (TMM), 2015. (CCF B, JCR二区)
Hanwang Zhang, Zheng-Jun Zha, Yang Yang*, Shuicheng Yan and Tat-Seng Chua. Robust (Semi-) Nonnegative Graph Embedding. IEEE Transactions on Image Processing (TIP), 2010. (CCF A)
Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, and Jiebo Luo. Self-taught Dimensionality Reduction on the High-dimensional Small-sized Data.？ Pattern Recognition (PR), 2012. (CCF B, JCR二区)
Fuhao Zou, Jingkuan Song, Yang Yang, Nicu Sebe and Ke Zhou. Compact image fingerprint via multiple kernel hashing. IEEE Transactions on Multimedia (TMM), 2015. (CCF B, JCR二区)
Jingkuan Song, Yi Yang, Xuelong Li, Zi Huang and Yang Yang. Robust Hashing with Local Models for Effective Similarity Search. IEEE Transactions on Cybernetics (TCYB), 2013. (JCR一区)
Jiajun Liu, Yi Yang, Zi Huang, Yang Yang and Heng Tao Shen. On the Influence Propagation of Web Videos. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013. (CCF A)
Yang Yang, Tat-Seng Chua. Image Tagging with Social Assistance. ACM International Conference on Multimedia Retrieval (ICMR), 2014. (CCF B)
Hanwang Zhang, Yang Yang, Huanbo Luan, Shuicheng Yan and Tat-Seng Chua. Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. ACM Multimedia (MM), 2014. (CCF A)
Xue Geng, Hanwang Zhang, Zheng Song, Yang Yang, Huanbo Luan and Tat-Seng Chua. One of a Kind: User Profiling by Social Curation. ACM Multimedia (MM), 2014. (CCF A)
Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao and Tat-Seng Chua. Attributes-augmented Semantic Hierarchy for Image Retrieval. ACM Multimedia (MM), 2013. (CCF A)
Jingkuan Song, Yang Yang, Yi Yang, Zi Huang and Heng Tao Shen. Inter-Media Hashing for Large-Scale Retrieval from Heterogeneous Data Sources. ACM International Conference on Management of Data (SIGMOD), 2013. (CCF A)
Jingwen Bian, Yang Yang and Tat-Seng Chua. Predicting Trending Messages and Diffusion Participants in Microblogging Network. ACM SIGIR, 2013. (CCF A)
Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen and Feiping Nie. Tag Localization with Spatial Correlations and Joint Group Sparsity. IEEE Computer Vision and Pattern Recognition (CVPR), 2011. (CCF A)
Yang Yang, Yi Yang, Zi Huang, Jiajun Liu and Zhigang Ma. Robust Cross-Media Transfer for Visual Event Detection. ACM Multimedia (MM), 2012. (CCF A, short)
Yang Yang, Yi Yang, Zi Huang and Heng Tao Shen. Transfer Tagging from Image to Video. ACM Multimedia (MM), 2011. (CCF A, short)
专业研究方向： 专业名称 研究方向 招生类别
081200计算机科学与技术 02机器智能与模式识别 博士
081200计算机科学与技术 03数字媒体技术 博士
081200计算机科学与技术 07嵌入式系统 博士
085400电子信息 07不区分研究方向 博士
081200计算机科学与技术 02机器智能与模式识别 硕士
081200计算机科学与技术 03数字媒体技术 硕士
081200计算机科学与技术 07嵌入式系统 硕士
