Jialie Shen

Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan: Image collection summarization via dictionary learning for sparse representation. Pattern Recognition 46(3): 948-961 (2013)

Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu: Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Transactions on Image Processing 22(1): 363-376 (2013)

Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan: Robust Image Analysis With Sparse Representation on Quantized Visual Features. IEEE Transactions on Image Processing 22(3): 860-871 (2013)

Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao: Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. MMM (2) 2013: 36-46

Yue Gao, Meng Wang, Rongrong Ji, Zheng-Jun Zha, Jialie Shen: k-Partite graph reinforcement and its application in multimedia information retrieval. Inf. Sci. 194: 224-239 (2012)

Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua: Text Mining in Multimedia. Mining Text Data 2012: 361-384

HweeHwa Pang, Xiaokui Xiao, Jialie Shen: Obfuscating the Topical Intention in Enterprise Text Search. ICDE 2012: 1168-1179

Xiang Niu, Lusong Li, Tao Mei, Jialie Shen, Ke Xu: Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph. ICME 2012: 735-740

Yue Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, Jialie Shen, Rongrong Ji: View-based 3D object retrieval by bipartite graph matching. ACM Multimedia 2012: 897-900

Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui: Multimedia recommendation. ACM Multimedia 2012: 1535-1536

Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan: Modeling concept dynamics for large scale music search. SIGIR 2012: 455-464

Jialie Shen, Zhiyong Cheng: Personalized video similarity measure. Multimedia Syst. 17(5): 421-433 (2011)

Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen: Efficient Subspace Segmentation via Quadratic Programming. AAAI 2011

Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao: The effects of heterogeneous information combination on large scale social image search. ICIMCS 2011: 39-42

Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian: Probabilistic indexing of media sequences. ICIMCS 2011: 108-111

Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua: Multimedia tagging: past, present and future. ACM Multimedia 2011: 639-640

Chunlei Yang, Jialie Shen, Jianping Fan: Effective summarization of large-scale web images. ACM Multimedia 2011: 1145-1148

Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao: Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia 2011: 1517-1520

Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen: Optimizing multimodal reranking for web image search. SIGIR 2011: 1119-1120

Nan Hu, Ling Liu, Indranil Bose, Jialie Shen: Does sampling influence customers in online retailing of digital music? Inf. Syst. E-Business Management 8(4): 357-377 (2010)

HweeHwa Pang, Jialie Shen, Ramayya Krishnan: Privacy-preserving similarity-based text retrieval. ACM Trans. Internet Techn. 10(1) (2010)

Yadong Mu, Jialie Shen, Shuicheng Yan: Weakly-supervised hashing in kernel space. CVPR 2010: 3344-3351

Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan: Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia 2010: 831-834

Yue Gao, Meng Wang, Jialie Shen, Qionghai Dai, Naiyao Zhang: Intelligent query: open another door to 3d object retrieval. ACM Multimedia 2010: 1711-1714

Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li: Dual Phase Learning for Large Scale Video Gait Recognition. MMM 2010: 500-510

Zhiyong Cheng, Jialie Shen: Large Scale Rich Media Information Search: Challenges and Opportunities. PCM (2) 2010: 13-21

Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua: Effective music tagging through advanced statistical modeling. SIGIR 2010: 635-642

Jialie Shen: Stochastic modeling western paintings for effective classification. Pattern Recognition 42(2): 293-301 (2009)

Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li: Visual information analysis for security. Signal Processing 89(12): 2311-2312 (2009)

Jialie Shen, Dacheng Tao, Xuelong Li: QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Transactions on Multimedia 11(2): 313-323 (2009)

Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan: A novel framework for efficient automated singer identification in large music databases. ACM Trans. Inf. Syst. 27(3) (2009)

Jilian Zhang, Hoong Chuin Lau, Jialie Shen: Setting discrete bid levels adaptively in repeated auctions. ICEC 2009: 195-204

Jundi Ding, Jialie Shen, HweeHwa Pang, Songcan Chen, Jing-Yu Yang: Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. ACCV (3) 2009: 1-10

Bingjun Zhang, Qiaoliang Xiang, Huanhuan Lu, Jialie Shen, Ye Wang: Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search. ACM Multimedia 2009: 213-222

Bingjun Zhang, Qiaoliang Xiang, Ye Wang, Jialie Shen: CompositeMap: a novel music similarity measure for personalized multimodal music search. ACM Multimedia 2009: 973-974

Bingjun Zhang, Jialie Shen, Qiaoliang Xiang, Ye Wang: CompositeMap: a novel framework for music similarity measure. SIGIR 2009: 403-410

Jialie Shen, Dacheng Tao, Xuelong Li: Robust Semantic Concept Detection in Large Video Collections. SMC 2009: 635-638

Jialie Shen: Linear Regression. Encyclopedia of Database Systems 2009: 1622

Jialie Shen: Log-Linear Regression. Encyclopedia of Database Systems 2009: 1660-1661

Dacheng Tao, Jialie Shen, Xuelong Li: Guest editorial: Special issue on multimedia information retrieval. Int. J. Imaging Systems and Technology 18(2-3): 85 (2008)

Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank: Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Techn. 18(10): 1397-1410 (2008)

Jialie Shen, Dacheng Tao, Xuelong Li: Modality Mixture Projections for Semantic Video Event Detection. IEEE Trans. Circuits Syst. Video Techn. 18(11): 1587-1596 (2008)

Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos: Bayesian tensor analysis. IJCNN 2008: 1402-1409

Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou: Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia 2008: 429-438

Jialie Shen, Dacheng Tao, Xuelong Li: Effective video event detection via subspace projection. MMSP 2008: 22-27

Yang Lu, Bin Cui, Jiakui Zhao, Hua Lu, Jialie Shen: Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks. WAIM 2008: 230-237

Nan Hu, Ling Liu, Bin Chen, Jialie Shen: How to influence my customers?: the impact of electronic market design. WWW 2008: 1117-1118

Jialie Shen, John Shepherd, Anne H. H. Ngu: An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration. Int. J. Image Graphics 7(3): 551-581 (2007)

Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos: Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801

Bin Cui, Ling Liu, Calton Pu, Jialie Shen, Kian-Lee Tan: QueST: querying music databases by acoustic and textual features. ACM Multimedia 2007: 1055-1064

Jialie Shen, John Shepherd, Anne H. H. Ngu: Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination. IEEE Transactions on Multimedia 8(6): 1179-1189 (2006)

ChunYu Miao, Meilin Shi, Jialie Shen: An Agent-Based Approach for Cooperative Data Management. APWeb 2006: 133-144

Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan: HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database. ICDE 2006: 169

Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu: Exploring composite acoustic features for efficient music similarity query. ACM Multimedia 2006: 412-420

Jialie Shen, John Shepherd: Efficient benchmarking of content-based image retrieval via resampling. ACM Multimedia 2006: 569-578

Jialie Shen, Bin Cui, John Shepherd, Kian-Lee Tan: Towards efficient automated singer identification in large music databases. SIGIR 2006: 59-66

Jialie Shen, John Shepherd, Anne H. H. Ngu: InMAF: indexing music databases via multiple acoustic features. SIGMOD Conference 2006: 778-780

Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan: Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. ADC 2005: 165-174

Jialie Shen, John Shepherd, Anne H. H. Ngu: On Efficient Music Genre Classification. DASFAA 2005: 253-264

Bin Cui, Anirban Mondal, Jialie Shen, Gao Cong, Kian-Lee Tan: On Effective E-mail Classification via Neural Networks. DEXA 2005: 85-94

Jialie Shen, John Shepherd, Anne H. H. Ngu: Semantic-Sensitive Classification for Large Image Libraries. MMM 2005: 340-345

Jialie Shen, John Shepherd, Anne H. H. Ngu: Integrating heterogeneous reatures for efficient content based music retrieval. CIKM 2004: 154-155

Jialie Shen, John Shepherd, Anne H. H. Ngu, Du Q. Huynh: Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. DASFAA 2004: 857-868

Jialie Shen, Anne H. H. Ngu, John Shepherd, Du Q. Huynh, Quan Z. Sheng: CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database. SIGMOD Conference 2003: 657