姓名: 丁贵广
职称: 副教授
职务: 副院长
电子邮件: dinggg@tsinghua.edu.cn
研究领域: 主要从事多媒体信息检索与管理相关研究工作,包括:深度学习技术、多媒体内容理解、海量图像/视频检索等。
2004年 西安电子科技大学获博士学位 1999年 西安电子科技大学获学士学位
2006年—至今 清华大学软件学院教师 2004年—2006年 清华大学自动化系博士后
国家自然科学基金项目:基于深度卷积神经网络的对象检测关键技术研究 国家自然科学基金项目:数据驱动的大规模图像自动标注关键技术研究 横向课题:海量音视频处理及检索系统 横向课题:大数据管理技术研究
2010年获国家科技进步二等奖1项(5/10) (面向大规模城域监控的流媒体关键技术及装备); 2007年获广东省省科学技术二等奖1项(2/10)(IPTV综合服务系统)。 奖励与荣誉 2010年获国家科技进步二等奖1项(5/10) (面向大规模城域监控的流媒体关键技术及装备); 2007年获广东省省科学技术二等奖1项(2/10)(IPTV综合服务系统)。
1. Yuchen Guo,Guiguang Ding,Li Liu,Jungong Han,Ling Shao,Learning to Hash with Optimized Anchor Embedding for Scalable Retrieval,IEEE Transactions on Image Processing,2017.03.01,26(3):1344~1354 2. Minghai Chen,Guiguang Ding,Sicheng Zhao,Hui Chen,Jungong Han,Qiang Liu,Reference Based LSTM for Image Captioning,31st AAAI Conference on Artificial Intelligence 2017,San Francisco, California USA,2017.2.4-2017.2.9 AAAI2017: 3981-3987 3. Yuchen Guo,Guiguang Ding,Jungong Han,Yue Gao,Zero-shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels,31st AAAI Conference on Artificial Intelligence 2017,San Francisco, California USA,2017.2.4-2017.2.9 AAAI2017:4061-4067 4. Tianxiang Pan,Bin Wang,Guiguang Ding,Junhai Yong,Fully Convolutional Neural Networks with full-scale-features for Semantic Segmentation,31st AAAI Conference on Artificial Intelligence 2017,San Francisco, California, USA,2017.2.4-2017.2.9 AAI2017: 4240-4246 5. Yuchen Guo,Guiguang Ding,Jianmin Wang,Xiaoming Jin,Active Learning with Cross-Class Knowledge Transfer,30th AAAI Conference on Artificial Intelligence 2016,Phoenix, Arizona USA,2016.2.12-2016.2.17 ,1624-1630 6. Li Liu,Zijia Lin,Fuming Shen,Ling Shao,Guiguang Ding,Jungong Han,Sequential Discrete Hashing for Scalable Cross-modality Similarity Retrieval,IEEE Transactions on Image Processing,2017.01.01,26(1):107~118 7. Ding, Guiguan,Guo, Yuchen,Zhou, Jile,Gao, Yue,Large-Scale Cross-Modality Search via Collective Matrix Factorization Hashing,IEEE Transactions on Image Processing,2016.11.01,25(11):5427~5440 8. Sicheng Zhao,Hongxun Yao,Yue Gao,Rongrong Ji,Guiguang Ding,Continuous Probability Distribution Prediction of Image Emotions via Multi-Task Shared Sparse Regression,IEEE Transactions on Multimedia,2016.10.13,19(3):632~645 9. Yuchen Guo,Guiguang Ding,Yue Gao,Jianmin Wang,Semi-supervised Active Learning with Cross-class Sample Transfer,25th International Joint Conference on Artificial Intelligence (IJCAI), 2016,New York City USA,2016.7.9-2016.7.15,1526-1532 10. Yuchen Guo,Guiguang Ding,Jungong Han,Xiaoming Jin,Robust Iterative Quantization for Efficient lp-norm Similarity Search,25th International Joint Conference on Artificial Intelligence (IJCAI), 2016,New York City USA,2016.7.9-2016.7.15 ,3382-3388 11. Wenshuo Chen,Guiguang Ding,Zijia Lin,Accelerated Manhattan hashing via bit-remapping with location information,Multimedia Tools and Applications,2016.01.26,76(2):2441~2466 12. Zijia Lin,Guiguang Ding,Semantics-preserving hashing for cross-view retrieval,IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2015,Boston, MA, USA,2015.07.07-2015.07.12 3846-3872 13. Zihan Zhang,Xiaoming Jin,Lianghao Li,Guiguang Ding,Qiang Yang,Multi-Domain Active Learning for Recommendation,30th AAAI Conference on Artificial Intelligence, AAAI 2016,Phoenix, AZ, United states,2016.2.12-2016.2.17 , 2358-2364 14. Yuchen Guo,Guiguang Ding,Xiaoming Jin,Jianmin Wang,Transductive Zero-Shot Recognition via Shared Model Space Learning,30th AAAI Conference on Artificial Intelligence 2016,Phoenix, Arizona USA,2016.2.12-2016.2.17,3434-3500 15. Yuchen Guo,Guiguang Ding,Xiaomin Jin,Jianmin Wang,Learning Predictable and Discriminative Attributes for Visual Recognition,29th AAAI Conference on Artificial Intelligence (AAAI 2015),Austin, TX, USA,2015.1.25-2015.1.29 ,3783-3789 16. Zijia Lin,Guiguang,MIngqing Hu,Image auto-annotation via tag-dependent random search over range-constrained visual neighbours,Multimedia Tools and Applications,2015.01.01,74(11):4091~4116 17. Guiguang Ding,Yuchen Guo,Jile Zhou,Collective Matrix Factorization Hashing for Multimodal Data,IEEE Conference on Computer Vision and Pattern Recognition 2014, CVPR 2014,Columbus, OH, USA,2014.6.24-2014.6.27 18. Zijia Lin,Guiguang Ding,Mingqing Hu,Jianmin Wang,Xiaojun Ye,Image tag completion via image-specific and tag-specific linear sparse reconstructions,26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2013,Portland, OR, United states,2013.6.23-2013.6.28 19. Lin, Zijia,Ding, Guiguang,Hu, Mingqing,Lin, Yunzhen,Ge, Shuzhi Sam,Image tag completion via dual-view linear sparse reconstructions,Computer Vision and Image Understanding,2014.7.01,124:42~60 20. Jile Zhou,Guiguang Ding,Yuchen Guo,Latent semantic sparse hashing for cross-modal similarity search,37th International {ACM} {SIGIR} Conference 2014,Gold Coast, QLD, AU,2014.7.6-2014.7.11,415-424 21. Zijia Lin,Guiguang Ding,Mingqing Hu,Jianmin Wang,Multi-label Classification via Feature-aware Implicit Label Space Encoding,Proceedings of the 31th International Conference on Machine Learning (ICML), 2014,Beijing, China,2014.6.21-2014.6.26,325-333 22. Weishi Zhang,Guiguang Ding,Li Chen,Chengbo Zhang,Chunping Li,Generating virtual ratings from chinese reviews to augment online recommendations,ACM Transactions on Intelligent Systems and Technology,2013.01.01,4(1):1~17 23. Z. Lin, G. Ding, M. Hu, et al. Image Tag Completion via Image-Specific Linear Sparse Reconstructions, CVPR2013.