• 14432 Citations
  • 37 h-Index
19972020

Research output per year

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Research Output

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A distance for HMMS based on aggregated wasserstein metric and state registration

Chen, Y., Ye, J. & Li, J., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Sebe, N., Leibe, B., Matas, J. & Welling, M. (eds.). Springer Verlag, p. 451-466 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9910 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Algorithmic inferencing of aesthetics and emotion in natural images: An exposition

Datta, R., Li, J. & Wang, J. Z., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 105-108 4 p. 4711702. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

91 Scopus citations

ALIP: The Automatic Linguistic Indexing of Pictures system

Li, J. & Wang, J., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, Vol. II. p. 1208-1209 2 p. 1467604

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

A mutual semantic endorsement approach to image retrieval and context provision

Li, J., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 173-182 10 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

A new mallows distance based metric for comparing clusterings

Zhou, D., Li, J. & Zha, H., Dec 1 2005, ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning. Raedt, L. & Wrobel, S. (eds.). p. 1033-1040 8 p. (ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Scopus citations

An investigation into three visual characteristics of complex scenes that evoke human emotion

Lu, X., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jul 2 2017, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A simulated annealing based inexact oracle for wasserstein loss minimization

Ye, J., Wang, J. Z. & Li, J., Jan 1 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 6005-6017 13 p. (34th International Conference on Machine Learning, ICML 2017; vol. 8).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A source coding approach to classification by vector quantization and the principle of minimum description length

Li, J., Jan 1 2002, Proceedings - DCC 2002: Data Compression Conference. Storer, J. A. & Cohn, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 382-391 10 p. 999978. (Data Compression Conference Proceedings; vol. 2002-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

A stochastic approach to 3-D image modeling

Joshi, D., Li, J. & Wang, J. Z., Dec 1 2006, 2006 IEEE/NLM Life Science Systems and Applications Workshop, LiSA 2006. 4015811. (2006 IEEE/NLM Life Science Systems and Applications Workshop, LiSA 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asymptotic performance of vector quantizers with the perceptual distortion measure

Li, J., Chaddha, N. & Gray, R. M., Dec 1 1997, Proceedings - 1997 IEEE International Symposium on Information Theory, ISIT 1997. 1 p. 612970. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

A work-centered visual analytics model to support engineering design with interactive visualization and data-mining

Yan, X., Qiao, M., Li, J., Simpson, T. W., Stump, G. M. & Zhang, X., Jan 1 2012, Proceedings of the 45th Annual Hawaii International Conference on System Sciences, HICSS-45. IEEE Computer Society, p. 1845-1854 10 p. 6149110. (Proceedings of the Annual Hawaii International Conference on System Sciences).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Beyond saliency: Assessing visual balance with high-level cues

Kandemir, B., Zhou, Z., Li, J. & Wang, J. Z., Oct 23 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery, Inc, p. 26-34 9 p. (Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

CAT: A hierarchical image browser using a rectangle packing technique

Gomi, A., Miyazaki, R., Itoh, T. & Li, J., Sep 25 2008, Proceedings of 12th International Conference Information Visualisation, IV08. p. 82-87 6 p. 4577930. (Proceedings of the International Conference on Information Visualisation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

49 Scopus citations

Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations

Yao, L., Li, J. & Wang, J. Z., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 73-76 4 p. 5414102. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Classifying objectionable websites based on image content

Wang, J. Z., Li, J., Wiederhold, G. & Firschein, O., Jan 1 1998, Interactive Distributed Multimedia Systems and Telecommunication Services - 5th International Workshop, IDMS 1998, Proceedings. Plagemann, T. & Goebel, V. (eds.). Springer Verlag, p. 114-124 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1483).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Collaboration over time: Characterizing and modeling network evolution

Huang, J., Zhuang, Z., Li, J. & Giles, C. L., 2008, WSDM'08 - Proceedings of the 2008 International Conference on Web Search and Data Mining. p. 107-116 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

70 Scopus citations

Content-based image retrieval - Approaches and trends of the new age

Datta, R., Li, J. & Wang, J., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 253-262 10 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

318 Scopus citations

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

Ye, J., Li, Y., Wu, Z., Wang, J. Z., Li, W. & Li, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1847-1856 10 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Efficient topic-based unsupervised name disambiguation

Song, Y., Huang, J., Councill, I. G., Li, J. & Giles, C. L., Nov 29 2007, Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007: Building and Sustaining the Digital Environment. p. 342-351 10 p. (Proceedings of the ACM International Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

88 Scopus citations

Extracting author meta-data from web using visual features

Zheng, S., Zhou, D., Li, J. & Giles, C. L., Dec 1 2007, ICDM Workshops 2007 - Proceedings of the 17th IEEE International Conference on Data Mining Workshops. p. 33-38 6 p. 4476643. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Generative models for name disambiguation

Song, Y., Huang, J., Councill, I. G., Li, J. & Giles, C. L., Oct 22 2007, 16th International World Wide Web Conference, WWW2007. p. 1163-1164 2 p. (16th International World Wide Web Conference, WWW2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Identifying emotions aroused from paintings

Lu, X., Sawant, N., Newman, M. G., Adams, R. B., Wang, J. Z. & Li, J., Jan 1 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 48-63 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

IMAGINATION: A robust image-based CAPTCHA generation system

Datta, R., Li, J. & Wang, J., Dec 1 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 331-334 4 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

86 Scopus citations

Learning the consensus on visual quality for next-generation image management

Datta, R., Li, J. & Wang, J. Z., Dec 1 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 533-536 4 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Scopus citations

LIVE: A work-centered approach to support visual analytics of multi-dimensional engineering design data with Interactive Visualization and data-mining

Yan, X., Qiao, M., Simpson, T. W., Li, J. & Zhang, X., Dec 1 2011, ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2011. PARTS A AND B ed. p. 825-834 10 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 5, no. PARTS A AND B).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Locating visual storm signatures from satellite images

Zhang, Y., Wistar, S., Piedra-Fernandez, J. A., Li, J., Steinberg, M. A. & Wang, J. Z., Jan 1 2014, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 711-720 10 p. 7004295. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Modeling perspective effects in photographic composition

Zhou, Z., He, S., Li, J. & Wang, J. Z., Oct 13 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 301-310 10 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Multiresolution object-of-interest detection for images with low depth of field

Li, J., Wang, J. Z., Gray, R. M. & Wiederhold, G., Dec 1 1999, Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999. p. 32-37 6 p. 797567. (Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

New challenges in multimedia research for the increasingly connected and fast growing digital society

Li, J., Chang, S. F., Lesk, M., Lienhart, R., Luo, J. & Smeulders, A. W. M., Dec 1 2007, International Multimedia Conference, MM'07 - Proceedings of the 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07. p. 3-10 8 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

On shape and the computability of emotions

Lu, X., Suryanarayan, P., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Dec 26 2012, MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. p. 229-238 10 p. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

59 Scopus citations

Parameter estimation of multi-dimensional hidden Markov models - A scalable approach

Joshi, D., Li, J. & Wang, J., Dec 1 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 149-152 4 p. 1530350. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Probabilistic models for discovering e-communities

Zhou, D., Manavoglu, E., Li, J., Giles, C. L. & Zha, H., Dec 1 2006, Proceedings of the 15th International Conference on World Wide Web. p. 173-182 10 p. (Proceedings of the 15th International Conference on World Wide Web).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

165 Scopus citations

Quest for relevant tags using local interaction networks and visual content

Sawant, N., Datta, R., Li, J. & Wang, J. Z., May 21 2010, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval. p. 231-240 10 p. (MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Scopus citations

Real-time automatic tag recommendation

Song, Y., Zhuang, Z., Li, H., Zhao, Q., Li, J., Lee, W. C. & Giles, C. L., Dec 15 2008, ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings. p. 515-522 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

181 Scopus citations

Real-time computerized annotation of pictures

Li, J. & Wang, J. Z., Dec 1 2006, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006. p. 911-920 10 p. (Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

139 Scopus citations

Scaling up discrete distribution clustering using ADMM

Ye, J. & Li, J., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 5267-5271 5 p. 7026066. (2014 IEEE International Conference on Image Processing, ICIP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

SIMPLIcity: Semantics-sensitive integrated matching for picture libraries?

Wang, J. Z., Li, J. & Wiederholdy, G., Jan 1 2000, Advances in Visual Information Systems - 4th International Conference, VISUAL 2000, Proceedings. Laurini, R. (ed.). Springer Verlag, p. 360-371 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1929).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Scopus citations

Simultaneous classification and feature clustering using discriminant vector quantization with applications to microarray data analysis

Li, J. & Zha, H., Jan 1 2002, Proceedings - IEEE Computer Society Bioinformatics Conference, CSB 2002. Institute of Electrical and Electronics Engineers Inc., p. 246-255 10 p. 1039347

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Stochastic modeling of volume images with a 3-D hidden Markov model

Li, J., Joshi, D. & Wang, J., Dec 1 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 2359-2362 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Studying aesthetics in photographic images using a computational approach

Datta, R., Joshi, D., Li, J. & Wang, J. Z., Jul 17 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. p. 288-301 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3953 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

529 Scopus citations

Tagging over time: Real-world image annotation by lightweight meta-learning

Datta, R., Joshi, D., Li, J. & Wang, J., Dec 1 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 393-402 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

The story picturing engine: Finding elite images to illustrate a story using mutual reinforcement

Joshi, D., Wang, J. Z. & Li, J., Dec 1 2004, MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. p. 119-126 8 p. (MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

27 Scopus citations

Toward bridging the annotation-retrieval gap in image search by a generative modeling approach

Datta, R., Ge, W., Li, J. & Wang, J. Z., Dec 1 2006, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006. p. 977-986 10 p. (Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Scopus citations

Two-scale image retrieval with significant meta-information feedback

Li, J., Dec 1 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 499-502 4 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Work-centered visual analytics to support multidisciplinary design analysis and optimization

Yan, X., Mu, Q., Simpson, T. W., Li, J. & Zhang, X., 2012, 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations