Peng CUI |
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Assistant Professor | ||
| Lab of
Multimedia and Networking Institute of HCI and Media Integration Department of Computer Science and Technology Tsinghua University Address: Room
1-512, Building FIT, Tsinghua University, Beijing 100084,
P.R.China | ||
| 2009 - 2011 | PostDoc in Tsinghua University, Beijing, China |
| 2009 | Received PhD degree from Tsinghua University, Beijing, China |
| 2008 | Visiting Student at Hamburg University, Germany. |
| 2007 | Research Assistant at School of Creative Media, City University of Hong Kong. |
| 2005 | Received the B.S. degree from University of Science and Technology, Beijing, China |
My research interests include social network analysis and video mining. In social network analysis, I foucs more on user behavior analysis, user influence mining and information diffusion tracing and prediction. In video mining, I've done some deep research in human motion analysis, visual event pattern mining, visual topic detection and video retrieval.
Journal Papers
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Peng Cui, Fei Wang, Lifeng Sun, Shiqiang Yang. A Matrix-Based Approach to Unsupervised Human Action Categorization. IEEE Transactions on Multimedia (TMM), 2011, to appear.
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Chao Wang, Lifeng Sun, Peng Cui, Jianwei Zhang, Shiqiang Yang. Analyzing Image Deblurring Through Three Paradigms. IEEE Transactions on Image Processing (TIP), 2011, to appear.(IF=2.6)
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杨士强, 孙立峰, 崔鹏. Web社会网络分析. 中国计算机学会通讯, 第7卷, 第2期, 2011.
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Peng Cui, Zhiqiang Liu, Lifeng Sun, Shiqiang Yang. Hierarchical Visual Event Pattern Mining and Its Applications. Data Mining and Knowledge Discovery (DMKD), vol. 22, no. 3, pp. 467-492, 2011.(IF=2.95 )(Download)
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Peng Cui, Lifeng Sun, Fei Wang, Shiqiang Yang. Contextual Mixture Tracking. IEEE Transactions on Multimedia (TMM), vol. 11, pp. 333-341, 2009.(IF=2.29 )(Download)
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Peng Cui, Lifeng Sun, Shiqiang Yang. Adaptive Mixture Observation Models for Multi-Object Tracking. Science in China Series F: Information Sciences, vol. 52, no. 2, pp. 226-235, 2009.
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Shiqiang Yang, Lifeng Sun, Peng Cui, Lu Liu. Semantic Mining on Visual Media, A Survey. Communications of China Computer Federation, vol. 7, 2009.
Conference Papers
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Peng Cui, Fei Wang, Shaowei Liu, Mingdong Ou, Shiqiang Yang. Who Should Share What? Item-level Social Influence Prediction for Users and Posts Ranking. International ACM SIGIR Conference (SIGIR), 2011.(Full paper, accepting rate 19.8% )
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Peng Cui, Fei Wang, Shiqiang Yang. Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization. Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2011.(Oral, accepting rate 24.8% )
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Xin Li, Xia Zhang, Peng Cui, Zhiyong Zhu, Shiqiang Yang, Baoguo Cui. The Visualization of Mass Information in Social Network with a Holistic View. Electronic Information, the Visual Arts and Beyond (EVA), London, 2011.
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Peng Cui, Fei Wang, Lifeng Sun, Shiqiang Yang. A Joint Matrix Factorization Approach to Unsupervised Action Categorization. IEEE International Conference on Data Mining (ICDM), 2008.(Download)
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Peng Cui, Lifeng Sun, Zhiqiang Liu, Shiqiang Yang. A Sequential Monte Carlo Approach to Anomaly Detection in Tracking Visual Events. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2007.(Download)
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Peng Cui, Lifeng Sun, Zhi Wang, Shiqiang Yang. A Novel Segment-of-Interest Discovery Method for Surveillance Video. IEEE International Conference on Multimedia and Expo (ICME), 2007.(Download)
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Yinjun Miao, Chao Wang, Peng Cui, Lifeng Sun, Shiqiang Yang. HFAG: Hierarchical Frame Affinity Group for Video Retrieval on Very Large Dataset. IEEE International Conference on Image Processing, 2010.
| 2011 | Hong Kong Scholar | |
| 2009 | Tsinghua Friendship - Jiang Zhen Scholarship | |
| 2005 | Excellent Graduate Student of Beijing city | |
| 2004 | University of Science and Technology, Beijing: Precident Medal | |
| 2003 | China Undergraduate Mathematical Contest in Modeling (CUMCM): National First Prize | |
| 2001-2005 | National Scholarship for 4 successive years | |
- Sponsor Chair, KDD'2012
- Chair, Special Session on Multimedia in Online Communities, ICME'2012
- Guest Editor, Information Retrieval, Special Issue on Information Retrieval for Social Media
- Co-Chair, Workshop on Social and Behavioral Media Access, in conjunction with ACM International Conference on Mutlimedia, 2011.
- Finance Chair, 7th International Conference on Advanced Data Mining and Applications, 2011
- Reviewer, ACM Transactions on Knowledge Discovery from Data
- Reviewer, IEEE Transactions on Multimedia
- Reviewer, IEEE Transactions on Circuits and Systems for Video Technology
- Reviewer, NeuroComputing
- Reviewer, IEEE ISCAS
- Reviewer, IEEE MMSP
