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姓 名:高跃
职 称:副教授
Email: gaoyue at tsinghua.edu.cn
主页:www.gaoyue.org

教育背景

2008—2012,清华大学自动化系,博士
2005—2008,清华大学软件学院,硕士
2001—2005,哈尔滨工业大学电子信息技术研究院,学士

工作履历

2016年至今,清华大学软件学院
2014—2016,美国北卡罗来纳大学教堂山分校医学院 博士后
2012—2014,新加坡国立大学计算机学院 Research Fellow

学术兼职

IEEE Senior Member
Neurocomputing, Associate Editor
Frontiers of Computer Science, Young Associate Editor

研究领域

计算机视觉,机器学习,软件工程

学术成果

Selected Publications:
Books
[1] Yue Gao, Qionghai Dai: View-based 3-D Object Retrieval, Elsevier, ISBN: 978-0-12-802419-5, 2014.
[2] Rongrong Ji, Yue Gao, Ling-Yu Duan, Hongxun Yao, and Qionghai Dai, Learning-Based Local Visual Representation and Indexing, Elsevier, ISBN: 978-0-12-802409-6, 2015.

Selected Journal Articles
[1] Yue Gao, Yi Zhen, Haojie Li, Tat-Seng Chua, Filtering of Brand-related Microblogs using Social-Smooth Multiview Embedding, IEEE Transactions on Multimedia, 2016.
[2] Yue Gao, You Yang, Yi Zhen, Qionghai Dai: Depth Error Elimination for RGB-D Cameras, ACM Transactions on Intelligent Systems and Technology, 2015.
[3] Yue Gao, Rongrong Ji, Wei Liu, Qionghai Dai, Gang Hua: Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes, IEEE Transactions on Image Processing, vol. 23, no. 12, pp. 5300-5311, 2014.
[4] Yue Gao, Rongrong Ji, Peng Cui, Qionghai Dai, Gang Hua: Hyperspectral Image Classification Through Bilayer Graph Based Learning, IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 2769-2778, 2014.
[5] Yue Gao, Rongrong Ji, Longfei Zhang, Alexander Hauptmann: Symbiotic Tracker Ensemble Towards A Unified Tracking Framework, IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1122-1131, 2014.
[6] Yue Gao, Meng Wang, Rongrong Ji, Xindong Wu, Qionghai Dai: 3D Object Retrieval with Hausdorff Distance Learning, IEEE Transactions on Industrial Electronics, vol. 61, no. 4, pp. 2088-2098, 2014.
[7] Yue Gao, Meng Wang, Zhengjun Zha, Jialie Shen, Xuelong Li, Xindong Wu: Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search, IEEE Transactions on Image Processing, vol.22, no.1, pp. 363-376, 2013.
[8] Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai: 3D Object Retrieval and Recognition with Hypergraph Analysis, IEEE Transactions on Image Processing, vol.21, no.9, pp. 4290 – 4303, 2012.
[9] Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua: Camera Constraint-Free View-Based 3D Object Retrieval, IEEE Transactions on Image Processing, vol.21, no.4, pp. 2269-2281, 2012.
[10] Yue Gao, Meng Wang, Zhengjun Zha, Qi Tian, Qionghai Dai, Naiyao Zhang: Less is More: Efficient 3D Object Retrieval with Query View Selection, IEEE Transactions on Multimedia, vol.11, no.5, pp.1007-1018, 2011.


Selected Conference Papers
[1] Sicheng Zhao, Hongxun Yao, Yue Gao Rongrong Ji, Wenlong Xie, Xiaolei Jiang, Tat-Seng Chua, Predicting Personalized Emotion Perceptions of Social Images, ACM International Conference on Multimedia, 2016.
[2] Brent Munsell, Guorong Wu, Yue Gao, Nicholas Desisto, Martin Styner, Identifying Relationships in Functional and Structural Connectome Data using a Hypergraph Learning Method, International Conference on Medical Image Computing and Computer Assisted Intervention, 2016.
[3] Yue Gao, Ehsan Adeli-M., Minjeong Kim, Panteleimon Giannakopoulos, Sven Haller, and Dinggang Shen, Medical Image Retrieval using Multi-Graph Learning for MCI Diagnostic Assistance, International Conference on Medical Image Computing and Computer Assisted Intervention, 2015.
[4] Yue Gao, Chong-Yaw Wee, Minjeong Kim, Panteleimon Giannakopoulos, Marie-Louise Montandon, Sven Haller, and Dinggang Shen, MCI Identification by Joint Learning on Multiple MRI Data, International Conference on Medical Image Computing and Computer Assisted Intervention, 2015.
[5] Yue Gao, Sicheng Zhao, Yang Yang, Tat-Seng Chua: Multimedia Social Event Detection in Microblog, International Conference on Multimedia Modeling, pp. 269-281, 2015. (Best Paper Runner-Up)
[6] Sicheng Zhao, Yue Gao, Xiaolei Jiang, Hongxun Yao, Tat-Seng Chua, Xiaoshui Sun: Exploring Principles-of-Art Features for Image Emotion Recognition, ACM Conference on Multimedia, pp. 47-56, 2014.
[7] Hanwang Zhang, Zhengjun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua: Attributes-augmented Semantic Hierarchy for Image Retrieval, ACM Conference on Multimedia, pp. 33-42, 2013. (Best Student Paper)
[8] Liujuan Cao, Rongrong Ji, Yue Gao, Yi Yang, Qi Tian: Weakly Supervised Sparse Coding with Geometric Consistency Pooling, IEEE Conference on Computer Vision and Pattern Recognition, pp. 3578-3585, 2012.
[9] Hanwang Zhang, Zheng-Jun Zha, Jingwen Bian, Yue Gao, Huanbo Luan, Tat-Seng Chua: Attribute Feedback, ACM Conference on Multimedia, pp. 1339-1340, 2012. (Best Demo Runner-up)
[10] Yue Gao, Jinhui Tang, Richang Hong, Qionghai Dai, Tat-Seng Chua, Ramesh Jain: W2Go: A Travel Guidance System by Automatic Landmark Ranking, ACM Conference on Multimedia, pp. 123-132, 2010.