吴飞教授

吴飞,博士、教授、博士生导师

浙江大学计算机学院副院长

浙江大学计算机学院人工智能研究所所长

教育部-微软视觉感知重点实验室(浙江大学)副主任

电话:0571-87951160

E-mail:wufei@zju.edu.cn

 

主要研究领域为人工智能、跨媒体计算、多媒体分析与检索和统计学习理论。

国家杰出青年科学基金获得者(2016年)、教育部新世纪优秀人才支持计划入选者(2011年)。

在浙江大学新星计划资助下,于2009年10月至2010年8月在美国科学院院士、美国加州大学伯克利分校统计系郁彬(Bin Yu)教授课题组做访问学者。

目前担任SCI期刊Multimedia System副编审(Associate Editor)、SCI期刊Frontiers of Information Technology & Electronic Engineering (中国工程院子刊) 编委会成员、《模式识别与人工智能》编辑委员会成员(2016.12)、中国图象图形学学会第七届理事会理事、中国电子学会虚拟/增强现实技术与产业分会第一届委员会副主任委员(2016.12)、中国图象图形学会计算机动画与数字娱乐专委会副主任兼秘书长、中国计算机学会多媒体技术专业委员会常务委员、浙江省计算机学会数字媒体技术专委会主任委员。

曾获浙江省自然科学奖一等奖(排名第二,2015年度)、浙江省科技进步一等奖(排名第五,2007年度)等。

 

  • 承担的部分科研项目:

[1]     “多媒体分析”,国家杰出青年科学基金(2017.1-2021.12,编号:61625107)

[2]     “三元空间群智计算”,国家重点基础研究发展计划(973计划)课题(2015.1-2019.11,课题编号:2015CB352302)

[3]    “大数据处理与分析共性关键技术研究与基础平台研发”,浙江省重点研发计划项目(2015.10-2018.10,编号:2015C01027)

 

  • 开设课程:

《人工智能》(本科生)

《图像信息处理》 (本科生)

《网络多媒体搜索引擎》(研究生)

 

  • 论文及专著:

[1]    Yanan Liu, Fei Wu, Yueting Zhuang, Jun Xiao, Active Post-refined Multi-modality Video Semantic Concept Detection with Tensor Representation, Proceedings of the 2008 ACM International Conference on Multimedia (ACM Multimedia), 2008,91-100 (FULL Paper)

[2]    Fei Wu, Yanan Liu, Yueting Zhuang, Tensor-Based Transductive Learning for Multi-modality Video Semantic Concept Detection, IEEE Transactions on Multimedia, 2009,11(5):868-878

[3]    Yi Yang, Fei Wu, Dong Xu, Yueting Zhuang, Liang-Tien Chia, Cross-Media Retrieval using Query Dependent Search Methods, Pattern Recognition,43(8):2927-2936, 2010

[4]    Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan, Sparse Representation using nonnegative curds and whey, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2010, 3578-3585

[5]    Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu, Multi-task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories, Proceeding of the Twenty-Fourth Conference on Artificial Intelligence (AAAI), 2010 (Oral Paper),469-474

[6]    Fei Wu, Yahong Han, Yueting Zhuang, Multiple Hypergraph Clustering of Web Images by Mining Word2Image Correlations, Journal of Computer Science and Technology, 25 (4): 750-760,2010

[7]    Yahong Han, Fei Wu, Xiaofei He, Yueting Zhuang, Multi label Transfer Learning with Sparse Representation, IEEE Transactions on Circuits and Systems for Video Technology, 20(8):1110-1121,2010

[8]    Fei Wu, Yahong Han, Qi Tian, Yueting Zhuang, Multi-label Boosting for Image Annotation by Structural Grouping Sparsity, 2010 ACM International Conference on Multimedia (ACM Multimedia, Full Paper),15-24

[9]    Yanan Liu, Fei Wu, Yueting Zhuang, Group Sparse Representation for Image Categorization and Semantic Video Retrieval, Science in China Series F: Information Sciences, 2011,54(10):2051-2063

[10] Yi Yang, Fei Wu, Feiping Nie, Hengtao Shen, Yueting Zhuang, Alex Hauptmann, Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding, IEEE Transactions on Image Processing, 21(3): 1339 – 1351,2012

[11] Yueting Zhuang, Yahong Han, Fei Wu, Jiacheng Yang, Stable Multi-label Boosting for Image Annotation  with Structural Feature Selection, Science in China Series F: Information Sciences, 2011,54 (12): 2508-2521

[12] Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang, Image Annotation by Input-Output Structural Grouping Sparsity, IEEE Transactions on Image Processing, 2012,21(6):3066-3079

[13] Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang, Sparse Unsupervised Dimensionality Reduction for Multiple View Data, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 22(10):1485-1496,2012

[14] Yahong Han, Fei Wu, Jian Shao, Qi Tian, Yueting Zhuang, Graph-Guided Sparse Reconstruction for Region Tagging, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2012,2981-2988

[15] Yang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander Hauptmann, Spline Regression Hashing for Fast Image Search, IEEE Transactions on Image Processing, 21(10):4480-4491, 2012

[16] Fei Wu, Ying Yuan, Yong Rui, Shuicheng Yan, Yueting Zhuang, Annotating Web Images using NOVA: NOn-conVex group spArsity, Proceedings of the 2012 ACM International Conference on Multimedia (ACM Multimedia ,Full Paper),2012,509-518

[17] Yahong Han, Fei Wu, Xinyan Lu, Yueting Zhuang, Qi Tian, Jiebo Luo, Correlated Attribute Transfer with Multi-task Graph-Guided Fusion, Proceedings of the 2012 ACM International Conference on Multimedia (ACM Multimedia, Full Paper),2012,529-538

[18] Fei Wu, Xu Tan, Yi Yang, Siliang Tang, Dacheng Tao, Yueting Zhuang, Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint, Proceeding of the Twenty-Seventh  Conference on Artificial Intelligence (AAAI),962-968,2013

[19] Yueting Zhuang, Yanfei Wang, Fei Wu, Yin Zhang, Weiming Lu, Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval, Proceeding of the Twenty-Seventh  Conference on Artificial Intelligence (AAAI), 2013

[20] Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang, A low rank structural large-margin method for cross-modal ranking, SIGIR 2013 (Full Paper),433-442,2013

[21] Fei Wu, Xinyan Lu, Zhongfei Zhang, Shuicheng Yan, Yong Rui, Yueting Zhuang, Cross-Media Semantic Representation via Bi-directional Learning to Rank, Proceedings of the 2013 ACM International Conference on Multimedia(ACM Multimedia, Full Paper),877-886,2013

[22] 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

[23] 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

[24] 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

[25] 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

[26] 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

[27] 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

[28] 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

[29] 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

[30] 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

[31] 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)

[32] Fei Wu, Hanyin Fang, Xi Li, Siliang Tang, Weiming Lu, Yi Yang, Wenwu Zhu, Yueting Zhuang, Aspect learning for multimedia summarization via non-parametric Bayesian, IEEE Transactions on Circuits and Systems for Video Technology(accepted, DOI 10.1109/TCSVT.2015.2477938)

[33] Yahong Han, Yi Yang, Fei Wu, Richang Hong, Compact and Discriminative Descriptor Inference using Multi-Cues, IEEE Transactions on Image Processing, 24(12):5114-5126,2015

[34] 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

[35] Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester, Community-based Question Answering via Heterogeneous Social Network Learning, AAAI 2016

[36] 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

[37] Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang, Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning, CVPR 2016

[38] Zhuhao Wang, Fei Wu, Weiming Lu, Junx Xiao,Xi Li, Zitong Zhang, Yueting Zhuang, Diverse Image Captioning via GroupTalk, IJCAI 2016 (accepted)

[39] Te Pi, Xi Li, Zhongfei Zhang, Deyu Meng, Fei Wu, Jun Xiao, Yueting Zhuang, Self-Paced Boost Learning for Classification, IJCAI 2016 (accepted)

[40] 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)

[41] 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

[42] 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)

[43] 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