Selected Recent Publications of Jialie (Full List)

Book Chapter

  1. Zheng, Z,-J., Meng, W., Shen, J., Chua, T,-S., Text Mining in Multimedia, Mining Text Data, C. Aggarwal and C. Zhai (editors), Springer Verlag, 2012.

  2. Ngu, A., Shen, J., Shepherd, J. Towards Semantically Meaningful Feature Spaces for Efficient Indexing in Large Image Databases. Chapter 1, Managing Multimedia Semantics, Uma Srinivasan and Surya Nepal (eds.), IRM Press, 2005.

Refereed Journal Articles

  1. Shen, J., Deng, H., Cheng, Z., Nie, L., Yan, S. "On Robust Image Spam Filtering via Comprehensive Visual Modeling Pattern Recognition. To appear in Pattern Recognition (PR), vol. xx, issue x, 201X.

  2. Zhu, L., Shen, J., Jin, H., Zheng, R., Xie, L. "Landmark Classification with Hierarchical Multi-Modal Exemplar Feature. To appear in IEEE Transactions on Multimedia (IEEE T-MM), vol. xx, issue x, 201X.

  3. Gao, G., Xu, M., Shen, J., Ma, H., Yan, S. "Cast2­Face: Assigning Character Names onto Faces in Movie with Actor-Character Correspondence. To appear in IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol. xx, issue x, 201X.

  4. Zhu, L., Shen, J., Jin, H., Zheng, R., Xie, L. Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. To appear in IEEE Transactions on Cybernetics (Previously IEEE TMC-B), vol. xx, issue x, 201X.

  5. Cheng, Z., Shen, J., Miao, H. The Effects of Multiple Query Evidences on Social Image Retrieval Systems. To appear in Multimedia Systems Journal (ACM/Springer MMSJ), vol. xx, issue x, 201X.

  6. Wang, M., Li, W., Liu, D., Ni, B., Shen, J., Yan, S. Facilitating Image Search With a Scalable and Compact Semantic Mapping. To appear in IEEE Transactions on Cybernetics (Previously IEEE TMC-B), vol. xx, issue x, 201X.

  7. Shen, J., Wang, M., Chua, T.-S. Accurate Online Video Tagging via Probabilistic Hybrid Modeling. To appear in Multimedia Systems Journal (ACM/Springer MMSJ), vol. xx, issue x, 201X.

  8. Nie, L., Zhao, Y., Mohammad, A., Shen, J., Chua, T.-S. Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), vol. 27, issue 2, 2015.

  9. Zhang, L., Gao, Y., Xia, Y., Lu, K., Shen, J., Ji, R. Representative Discovery of Structure Cues for Weakly Supervised Image Segmentation. IEEE Transactions on Multimedia (IEEE T-MM), vol. 16, issue 2, 2014.

  10. Yang, Y., Wang, X., Guan, T., Shen, J., Yu, L. A multi-dimensional image quality prediction model for user-generated images in social networks. Information Science, vol. 281, 2014.

  11. Nie, L., Zhao, Y., Wang, X., Shen, J., Chua, T.-S. Learning to Recommend Descriptive Tags for Questions in Social Forums. ACM Transactions on Information Systems (ACM TOIS), vol. 32, issue 1, 2014.

  12. Li, Z., Zhang, B., Yu, Y., Shen, J., Wang, Y. Query-Document-Dependent Fusion: a Case Study of Multimodal Music Retrieval. IEEE Transactions on Multimedia ( IEEE T-MM), vol. 15, issue 8, 2013.

  13. Gao, Y., Wang, M., Zha, Z.-J., Shen, J., Li, X., Wu, X. Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Transactions on Image Processing ( IEEE T-IP), vol. 22, issue 1, 2013.

  14. Bao, B.-K., Zhu, G., Shen, J., Yan, S. Robust Image Analysis with Sparse Representation on Quantized Visual Features. IEEE Transactions on Image Processing ( IEEE T-IP), vol. 22, issue 3, 2013.

  15. Yang, C., Shen, J., Peng, J., Fan, J. Image Collection Summarization via Dictionary Learning for Sparse Representation. Pattern Recognition ( PR), vol. 46, issue 3, 2013.

  16. Gao, Y., Wang, M., Ji, R., Zha, Z.-J., Shen, J. k-Partite graph reinforcement and its application in multimedia information retrieval. Information Science vol. 194, 2012.

  17. Shen, J., Cheng, Z. Personalized Video Similarity Measure. Multimedia Systems Journal (ACM/Springer MMSJ), vol. 15, issue 7, 2011.

  18. Pang, HH., Shen, J., Krishnan, R. Privacy-Preserving, Similarity-Based Text Retrieval. ACM Transactions on Internet Technology (ACM TOIT), vol. 10, issue 1, 2010.

  19. Shen, J., et al., A Novel Framework for Efficient Automated Singer Identification in Large Music Databases. ACM Transactions on Information Systems (ACM TOIS), vol. 27, issue 3, May, 2009.

  20. Shen, J., et al., QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Transactions on Multimedia (IEEE T-MM), vol. 11, issue 2, 2009.

  21. Shen, J., Stochastic Modeling Western Paintings for Effective Classification. Pattern Recognition (PR), vol. 42, issue 2, 2009.

  22. Shen, J., et al., Modality Mixture Projections for Semantic Video Event Detection. IEEE Transactions on Circuits and Systems for Video Technology, Special issue on Event Analysis in Videos, (IEEE T-CSVT), vol 18, issue 11, 2008.

  23. Shen, J., et al., Towards Effective Content Based Music Retrieval with Multiple Acoustic Feature Combination. IEEE Transactions on Multimedia (IEEE T-MM), vol.8, issue 6, 2006.

Conference Tutorials (Refereed)

  1. Shen, J., Hua, X., Sargin, E., Towards Next-Generation Multimedia Recommendation Systems. Proceedings of the 21st ACM International Conference on Multimedia (ACM MM'13), Barcelona, Spain, Oct, 2013. [Half day] (Tutorial Slides)

  2. Shen, J., Wang, M., Yan, S., Cui, P., Multimedia Recommendation: Technology and Techniques. Proceedings of the 36th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'13), Dublin, Ireland, 2013. [Half day] (Tutorial Slides)

  3. Shen, J., Wang, M., Yan, S., Cui, P., Multimedia Recommendation. Proceedings of the 20th ACM International Conference on Multimedia (ACM MM'12), Nara, Japan, 2012. [Half day]

  4. Shen, J., Wang, M., Hua X.-S. Multimedia Tagging: Past, Present and Future. Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Melbourne, Australia, 2012. [Half day] (Tutorial Slides)

  5. Shen, J., Wang, M., Yan, S., Hua X.-S. Multimedia Tagging: Past, Present and Future. Proceedings of the 19th ACM International Conference on Multimedia (ACM MM'11), Scottsdale, Arizona, USA, 2011. [Half day]

Refereed Full Conference Papers

  1. Cheng, Z., Shen, J. Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. Proceedings of the ACM International Conference on Multimedia Information Retrieval (ACM ICMR'14), Glasgow, UK, April, 2014.

  2. Huang, J., Liu, H., Shen, J., Yan, S. Towards Efficient Sparse Coding for Scalable Image Annotation. Proceedings of the 21st ACM International Conference on Multimedia (ACM MM'13), Barcelona, Spain, Oct, 2013.

  3. Shen, J., Pang, HH., Wang, M., Yan, S. Modeling Concept Dynamics for Large Scale Music Search. Proceedings of the 35th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval ( ACM SIGIR'12), Portland, Oregon, USA, August, 2012.

  4. Pang, HH., Xiao, X., Shen, J.. Obfuscating the Topical Intention in Enterprise Text Search. Proceedings of the 28th IEEE International Conference on Data Engineering (ICDE) (ICDE'12), Washington DC, USA, April, 2012.

  5. Wang, S., Yuan, X., Yao, T., Yan, S., Shen, J.. Efficient Subspace Segmentation via Quadratic Programming. Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI'11), San Francisco, USA, August, 2011.

  6. Shen, J., Wang, M., Yan, S., Pang, HH., Hua, X-S. Effective Music Tagging through Advanced Statistical Modeling. Proceedings of the 33rd Annual International ACM SIGIR Conference on Research & Development on Information Retrieval ( ACM SIGIR'10), Geneva, Switzerland, July, 2010.

  7. Zhang, B., Xiang, Q., Lu, H., Shen, J., Wang, Y. Comprehensive Query-dependent Fusion using Regression-on-folksonomies: A Case Study of Multimodal Music Search. Proceedings of the 17th ACM International Conference on Multimedia (ACM MM'09), Beijing, China, Oct, 2009.

  8. Zhang, B., Shen, J., Xiang, Q., Wang, Y. CompositeMap: A Novel Framework for Music Similarity Measure. Proceedings of the 32nd Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'09), Boston, USA, July, 2009.

  9. Shao, J., Huang, Z., Shen, H., Shen, J., Zhou, X. Distribution-based Similarity Measures for Multi-dimensional Point Set Retrieval Applications. Proceedings of the 16th ACM International Conference on Multimedia (ACM MM'08), Vancouver, Canada, October, 2008.

  10. Cui, B., Liu, L., Pu, C., Shen, J., Tan, K. (in alphabetical order) QueST: Querying Music Databases by Acoustic and Textual Features. Proceedings of the 15th ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, September, 2007.

  11. Shen, J., Shepherd, J. Efficient Benchmarking of Content-based Image Retrieval via Resampling. Proceedings of the 14th ACM International Conference on Multimedia (ACM MM'06), Santa Barbara, USA, October, 2006.

  12. Cui, B., Shen, J., Cong, G., Shen, H., Cui, Y. Exploring Composite Acoustic Features for Efficient Music Similarity Query. Proceedings of the 14th ACM International Conference on Multimedia (ACM MM'06), Santa Barbara, USA, October, 2006.

  13. Shen, J., Cui, B., Shepherd, J., Tan, K. Towards Efficient Automated Singer Identification in Large Music Databases. Proceedings of the 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'06), Seattle, USA, August, 2006.

Refereed System Demos or Poster/Short Papers/Others

  1. Zhu, L.,Shen, J., Xie, L. Topic Hypergraph Hashing for Mobile Image Retrieval. Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM'15), Brisbane, Australia, Oct, 2015. (Short Paper)

  2. Cui, C., Shen, J., Ma, J., Lian, T. Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting. Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM'15), Brisbane, Australia, Oct, 2015. (Short Paper)

  3. Zhuo, W., Swee, W., Yu L., Shen, J., Deng, R.H. TrustSSV: Trust Scalable Surveillance Video with Background Model. Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM'15), Brisbane, Australia, Oct, 2015. (Video Program Paper)

  4. Cheng, Z., Shen, J. VenueMusic: A Venue-Aware Music Recommender System. To appear in Proceedings of the 38th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'15), Santiago, Chile, July, 2015. (System Demo)

  5. Nie, L., Li, T., Akbari, M., Shen, J., Chua, T.-S. WenZher: Comprehensive Vertical Search for Healthcare Domain. Proceedings of the 37th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'14), Gold Coast, Australia, July, 2014. (System Demo)

  6. Cheng, Z., Shen, J., Mei, T.Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. Proceedings of the 37th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'14), Gold Coast, Australia, July, 2014. (System Demo)

  7. Wen, Y., Gao, Y., Hong, R., Luan, H., Liu, Q., Shen, J., Ji, R. View-based 3D Object Retrieval by Bipartite Graph Matching. Proceedings of the 20th ACM International Conference on Multimedia (ACM MM'12), Nara, Japan, Nov, 2012. (Poster Paper)

  8. Li, H., Wang, M., Li, Z., Zha, Z-J., Shen, J. Optimizing Multimodal Reranking for Web Image Search. Proceedings of the 34th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'11), Beijin, China, July, 2011. (Poster paper)

  9. Mu, Y., Shen, J., Yan, S. Weakly-Supervised Hashing in Kernel Space. Proceedings of the 23rd IEEE Computer Society Conference on Computer Vision and Pattern Recognition, (CVPR'10), San Francisco, USA, June, 2010. (Poster presentation, 8 pages)

  10. Gao, Y., Wang, M., Shen, J., Dai, Q., Zhang, N. Intelligent Query: Open Another Door to 3D Object Retrieval. Proceedings of the 18th ACM International Conference on Multimedia (ACM MM'10), Firenze, Italy, Oct, 2010. (discussion room paper, 15 mins presentation + 90 mins panel discussion)

  11. Xu, M., Yuan, X., Shen, J., Yan, S. Cast2Face: Character Identification in Movie with Actor-Character Correspondence. Proceedings of the 18th ACM International Conference on Multimedia (ACM MM'10), Firenze, Italy, Oct, 2010. (short paper)

  12. Zhang, B., Xiang, Q., Wang, Y., Shen, J. CompositeMap: A Novel Music Similarity Measure for Personalized Multimodal Music Search. Proceedings of the 17th ACM International Conference on Multimedia (ACM MM'09), Beijing, China, Oct, 2009. (System demo)

  13. Shen, J., Shepherd, J., Ngu, A. InMAF:Indexing Music Databases via Multiple Acoustic Features. Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data (ACM SIGMOD'06), Chicago, USA, June, 2006. (System demo)

  14. Shen, J., Shepherd, J., Cui, B., Tan, K. HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Databases. Proceedings of the 22nd International Conference on Data Engineering (ICDE'06), Atlanta, USA, April, 2006. (System demo)

  15. Shen, J., Ngu, A., Shepherd, J., Huynh, D., Sheng, Q. CMVF:A Novel Dimension Reduction Scheme for Efficient Indexing in a Large Image Database. Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data (ACM SIGMOD'03), San Diego, USA, June, 2003. (System demo)

Invited Papers

  1. Shen, J., Cheng, Z. Visual Query Complexity. Proceedings of The 2011 Pacific-Rim Conference on Multimedia (PCM 2011) (PCM'11), LNCS XXXX, Sydney, Australia. (invited paper)

  2. Shen, J., et al., Robust Semantic Concept Detection in Large Video Collections. Proceedings of 2009 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC'09), San Antonio, Texas, USA. (invited paper)

  3. Shen, J., Tao, D., Li, X. Effective Video Event Detection via Subspace Projection. Proceedings of IEEE 2008 International Workshop on Multimedia Signal Processing (MMSP'08), Cairns, Australia, October, 2008. (invited paper)

Last Modified: April 27th, 2015