Yangqiu Song

Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian: Constrained Text Coclustering with Supervised and Unsupervised Constraints. IEEE Trans. Knowl. Data Eng. 25(6): 1227-1239 (2013)

Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu: Optimizing temporal topic segmentation for intelligent text visualization. IUI 2013: 339-350

Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou: Identifying users' topical tasks in web search. WSDM 2013: 93-102

Li Tan, Yangqiu Song, Shixia Liu, Lexing Xie: ImageHive: Interactive Content-Aware Image Summarization. IEEE Computer Graphics and Applications 32(1): 46-55 (2012)

Shixia Liu, Michelle X. Zhou, Shimei Pan, Yangqiu Song, Weihong Qian, Weijia Cai, Xiaoxiao Lian: TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis. ACM TIST 3(2): 25 (2012)

Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang: Automatic taxonomy construction from keywords. KDD 2012: 1433-1441

Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang: Semi-supervised ranking aggregation. Inf. Process. Manage. 47(3): 415-425 (2011)

Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang: Parallel Spectral Clustering in Distributed Systems. IEEE Trans. Pattern Anal. Mach. Intell. 33(3): 568-586 (2011)

Weiwei Cui, Shixia Liu, Li Tan, Conglei Shi, Yangqiu Song, Zekai Gao, Huamin Qu, Xin Tong: TextFlow: Towards Better Understanding of Evolving Topics in Text. IEEE Trans. Vis. Comput. Graph. 17(12): 2412-2421 (2011)

Erik Cambria, Yangqiu Song, Haixun Wang, Amir Hussain: Isanette: A Common and Common Sense Knowledge Base for Opinion Mining. ICDM Workshops 2011: 315-322

Zekai Gao, Yangqiu Song, Shixia Liu, Haixun Wang, Hao Wei, Yang Chen, Weiwei Cui: Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes. ICDM 2011: 1056-1061

Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen: Short Text Conceptualization Using a Probabilistic Knowledgebase. IJCAI 2011: 2330-2336

Changshui Zhang, Qutang Cai, Yangqiu Song: Boosting with pairwise constraints. Neurocomputing 73(4-6): 908-919 (2010)

Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian: Constrained Coclustering for Textual Documents. AAAI 2010

Zheng Wang, Yangqiu Song, Changshui Zhang: Homotopy Regularization for Boosting. ICDM 2010: 1115-1120

Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang: TIARA: a visual exploratory text analytic system. KDD 2010: 153-162

Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu: Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. KDD 2010: 1079-1088

Chunxia Zhang, Shiming Xiang, Feiping Nie, Yangqiu Song: Nonlinear dimensionality reduction with relative distance comparison. Neurocomputing 72(7-9): 1719-1731 (2009)

Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang: Embedding new data points for manifold learning via coordinate propagation. Knowl. Inf. Syst. 19(2): 159-184 (2009)

Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang: Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. Pattern Anal. Appl. 12(2): 99-115 (2009)

Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang: Extracting the optimal dimensionality for local tensor discriminant analysis. Pattern Recognition 42(1): 105-114 (2009)

Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X. Zhou, Weihong Qian: Topic and keyword re-ranking for LDA-based topic modeling. CIKM 2009: 1757-1760

Zheng Wang, Yangqiu Song, Changshui Zhang: Knowledge Transfer on Hybrid Graph. IJCAI 2009: 1291-1296

Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang: On-line Evolutionary Exponential Family Mixture. IJCAI 2009: 1610-1615

Zheng Wang, Yangqiu Song, Changshui Zha: Efficient Active Learning with Boosting. SDM 2009: 1230-1241

Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang: A unified framework for semi-supervised dimensionality reduction. Pattern Recognition 41(9): 2789-2799 (2008)

Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang: Contour graph based human tracking and action sequence recognition. Pattern Recognition 41(12): 3653-3664 (2008)

Yangqiu Song, Feiping Nie, Changshui Zhang: Semi-supervised sub-manifold discriminant analysis. Pattern Recognition Letters 29(13): 1806-1813 (2008)

Yangqiu Song, Changshui Zhang: Content-Based Information Fusion for Semi-Supervised Music Genre Classification. IEEE Transactions on Multimedia 10(1): 145-152 (2008)

Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang: Semi-supervised ranking aggregation. CIKM 2008: 1427-1428

Bin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song: Active model selection for Graph-Based Semi-Supervised Learning. ICASSP 2008: 1881-1884

Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang: Parallel Spectral Clustering. ECML/PKDD (2) 2008: 374-389

Zheng Wang, Yangqiu Song, Changshui Zhang: Transferred Dimensionality Reduction. ECML/PKDD (2) 2008: 550-565

Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang: Semi-supervised Multi-label Learning by Solving a Sylvester Equation. SDM 2008: 410-419

Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang: Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. ACCV (1) 2007: 180-188

Yangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong: Ranking with semi-supervised distance metric learning and its application to housing potential estimation. CIKM 2007: 975-978

Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang: Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. CVPR 2007

Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang: Embedding New Data Points for Manifold Learning Via Coordinate Propagation. PAKDD 2007: 332-343

Yangqiu Song, Changshui Zhang, Jianguo Lee: Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. SSPR/SPR 2006: 450-458