软件学院

School Of Software

Introduction:

Yue Gao
Associate Professor
Email: gaoyue at tsinghua.edu.cn
For more information, please refer to: www.gaoyue.org


Education background:

2008—2012, Tsinghua University, Ph.D.
2005—2008, Tsinghua University, Master
2001—2005, Harbin Institute of Technology, BE


Experience:

2016—now,  School of Software, Tsinghua University
2014—2016, University of North Carolina at Chapel Hill, Postdoctoral Research Associate
2012—2014, National University of Singapore, Research Fellow


Concurrent Academic:

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


Research Status:

Computer Vision, Machine Learning, Software Engineering


Academic Achievement:

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.