庄越挺教授

庄越挺,工学博士,教授/博导,浙江大学计算机学院院长

国家杰出青年科学基金获得者
“百千万人才工程”国家级人选
教育部长江学者特聘教授
973首席科学家
教育部“网络多媒体智能信息处理技术”创新团队带头人
浙江省特级专家
浙江省有突出贡献中青年专家
国务院学位委员会计算机学科评议组成员
电话:0571-87951903
E-mail:yzhuang@cs.zju.edu.cn

 

浙江大学计算机学院人工智能研究所教授、博士生导师,享受国家政府特殊津贴,主要从事人工智能、跨媒体计算、计算机动画、数字图书馆技术等领域的研究,取得多项具有国际影响力的创新性研究成果,发表学术论文200余篇,其中60余篇发表在IEEE TPAMI、IEEE TIP、IEEE TMM、IJCV等国际权威期刊以及ACM Multimedia、CVPR、IJCAI、ICCV和AAAI等顶级学术会议上。曾获国家科技进步二等奖3次(1993,2005,2010)、浙江省科技进步一等奖2项(2003,2007)、浙江省科学技术奖自然科学一等奖1次(2015),中科院科技进步一等奖1次(1993),浙江省科技进步二等奖1项(2004)。

 

  • 承担的部分科研项目:

 

  1. 中国工程科技知识中心关键技术研发,中国工程院工程科技知识中心建设项目,2013-01至2017-12
  2. 面向公共安全的跨媒体计算理论与方法,973项目,2012-01至2016-08
  3. 面向互联网的跨媒体挖掘与搜索引擎,国家自然科学基金重大研究计划重点支持项目,2010-01至2013-12
  4. 非结构化数据管理系统,“核高基”国家科技重大专项,2010-01至2012-12

 

  • 论文及专著:
  1. Yueting Zhuang, Yunhe Pan and Jun Xiao. A Modern Approach to Intelligent Animation: Theory and Practice. Springer, 72万字, 2008
  2. Zhuhao Wang, Fei Wu, Weiming Lu, Xi Li, Yi Yang, Jiebo Luo, Yueting Zhuang, Regularized Deep Belief Network for Image Attribute Detection, IEEE Transactions on Circuits and Systems for Video Technology(accepted)
  3. Yueting Zhuang, Fei Wu, Chun Chen, Yunhe Pan, Challenges and opportunities  from big data to Knowledge in AI2.0, Frontiers of Information Technology & Electronic Engineering, 2017,18(1):3-14
  4. Hanqi Wang, Fei Wu, Weiming Lu, Yi Yang, Xi Li, Xuelong Li,Yueting Zhuang, Identifying Objective and Subjective Words via Topic Modeling, IEEE Transactions on Neural Networks and Learning Systems(online)
  5. Yueting Zhuang, Jun Song, Fei Wu, Xi Li, Zhongfei Zhang, Rui Yong, Multi-modal Deep Embedding via Hierarchical Grounded Compositional Semantics, IEEE Transactions on Circuits and Systems for Video Technology, 10.1109/TCSVT.2016.2606648
  6. Yueting Zhuang, Hanqi Wang, Jun Xiao*, Fei Wu, Yi Yang, Weiming Lu, Zhongfei Zhang. Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling, IEEE Transactions on Knowledge and Data Engineering(online published: http://dx.doi.org/10.1109/TKDE.2017.2658571)
  7. Zhuhao Wang, Fei Wu, Weiming Lu, Jun Xiao*, Xi Li, Zitong Zhang, Yueting Zhuang. Diversely Image Captioning via GroupTalk. Accepted by the 25th International Joint Conference on Artificial Intelligence IJCAI 2016. (CCF A, Full Paper)
  8. Te Pi, Xi Li, Zhongfei Zhang, Deyu Meng, Fei Wu, Jun Xiao*, Yueting Zhuang. Self-Paced Boost Learning for Classification. Accepted by the 25th International Joint Conference on Artificial Intelligence IJCAI 2016. (CCF A, Full Paper)
  9. ingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang, Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning, CVPR 2016
  10. Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei Zhang, Yong Rui, Yueting Zhuang, Learning of Multimodal Representations with Random Walks on the Click Graph, IEEE Transactions on Image Processing, 25(2):630-642,2016
  11. Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester, Community-based Question Answering via Heterogeneous Social Network Learning, AAAI 2016
  12. Fei Wu, Zhuhao Wang, Zhongfei Zhang, Yi Yang, Jiebo Luo, Wenwu Zhu, Yueting Zhuang, Weakly Semi-supervised Deep Learning for multi-label image annotation, IEEE Transactions on Big Data, 1(3):109-122,2016
  13. Fei Wu, Zhou Yu, Yi Yang, Siliang Tang, Yin Zhang, Yueting Zhuang, Sparse Multi-Modal Hashing, IEEE Transactions on Multimedia,16(2):427-439,2014
  14. Zhou Yu, Fei Wu, Yi Yang, Qi Tian, Jiebo Luo, Yueting Zhuang, Discriminative Coupled Dictionary Hashing for Fast Cross-media Retrieval, SIGIR 2014 (Long Paper),395-404
  15. Yanfei Wang, Fei Wu, Jun Song, Xi Li, Yueting Zhuang, Multi-modal Mutual Topic Reinforce Modeling for Cross-media Retrieval, Proceedings of the 2014 ACM International Conference on Multimedia  (ACM Multimedia, FULL paper),2014
  16. Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang, Structured embedding via pairwise relations and long-range interactions in knowledge base, AAAI 2015,1663-1770
  17. Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang,Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking, AAAI 2015,3864-3870
  18. Yueting Zhuang, Haidong Gao, Fei Wu, Siliang Tang, Yin Zhang, Zhongfei Zhang, Probabilistic Word Selection via Topic Modeling, IEEE Transactions on Knowledge and Data Engineering,27(6):1643-1655,2015
  19. Fei Wu, Xinyang Jiang, Xi Li, Siliang Tang, Weiming Lu, Zhongfei Zhang, Yueting Zhuang, Cross-Modal Learning to Rank via Latent Joint Representation, IEEE Transactions on Image Processing,24(5):1497-1509,2015
  20. Xu Tan, Fei Wu, Xi Li, Siliang Tang, Weiming Lu, Yueting Zhuang, Structured Visual Feature Learning for Classification via Supervised Probabilistic Tensor Factorization, IEEE Transactions on Multimedia,17(5):660-673,2015
  21. Siliang Tang, Fei Wu, Si Li,Weiming Lu, Zhongfei Zhang, Yueting Zhuang, Sketch the Storyline with CHARCOAL: A Non-Parametric Approach, IJCAI 2015,3841-3848
  22. Xinyang Jiang, Fei Wu, Xi Li, Zhou Zhao, Weiming Lu, Siliang Tang, Yueting Zhuang, Deep Compositional Cross-modal Learning to Rank via Local-Global Alignment, ACM Multimedia 2015 (Full Paper)