• 14263 Citations
  • 37 h-Index
19972019
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Research Output 1997 2019

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Conference contribution
2017
1 Citation (Scopus)

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

Emotions
Textures
Color
Crowdsourcing
Dancing

A simulated annealing based inexact oracle for wasserstein loss minimization

Ye, J., Wang, J. & 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

Simulated annealing
Convergence of numerical methods
Factorization
Entropy
Costs
2 Citations (Scopus)

Beyond saliency: Assessing visual balance with high-level cues

Kandemir, B., Zhou, Z., Li, J. & Wang, J., 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.

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

Saliency
Chemical analysis
Saliency Map
Photography
Linear regression
2 Citations (Scopus)

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

document analysis
Vector spaces
Semantics
semantics
2016
3 Citations (Scopus)

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

Wasserstein Metric
Gaussian distribution
Registration
Optimal Transport
Hidden Markov models

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

Painting
Appeal
Adaptive Learning
Emotion
Image classification
2015
6 Citations (Scopus)

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

Image retrieval
Photocomposition
Photography
Chemical analysis
Marketing
2014
5 Citations (Scopus)

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

Satellites
Weather forecasting
Numerical models
Experiments
4 Citations (Scopus)

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

Computational efficiency
Scalability
Experiments
2012
12 Citations (Scopus)

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

Data mining
Visualization
Data structures
Learning systems
Decision making
52 Citations (Scopus)

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

Statistical methods
2 Citations (Scopus)

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

Visualization
Data mining
Design optimization
2011
2 Citations (Scopus)

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

Visual Analytics
Engineering Design
Data mining
Data Mining
Visualization
2010
19 Citations (Scopus)

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

Collaborative filtering
Recommender systems
2009
4 Citations (Scopus)

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

Painting
Steady flow
Authentication
2008
88 Citations (Scopus)

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

Image quality
Statistical methods
Specifications
48 Citations (Scopus)

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

Data visualization
Digital cameras
Pixels
70 Citations (Scopus)

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

Network Evolution
Modeling
Computer science
Stochastic Model
Poisson Model
179 Citations (Scopus)

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

Labels
Websites
Testing
Experiments
2007
87 Citations (Scopus)

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

Unsupervised learning
human being
Names of Persons
Scalability
Websites
4 Citations (Scopus)

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

Metadata
Digital libraries
Electronic mail
6 Citations (Scopus)

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

Scalability
Semantics
Experiments
Uncertainty
36 Citations (Scopus)

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

Classifiers
Experiments
9 Citations (Scopus)

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

Internet
Industry
18 Citations (Scopus)

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

Online systems
Ontology
Feedback
Experiments
2006

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

Three-Dimensional Imaging
Hidden Markov models
Image segmentation
Image analysis
segmentation
162 Citations (Scopus)

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

Semantics
Electronic mail
Electric network analysis
Communication
Topology
139 Citations (Scopus)

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

Patents and inventions
Real time systems
Linguistics
Semantics
Internet
508 Citations (Scopus)

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

Photography
Image retrieval
Linear regression
Support vector machines
Learning systems
31 Citations (Scopus)

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

Image retrieval
Semantics
Chemical analysis
Experiments
2005
6 Citations (Scopus)

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

Linguistics
Demonstrations
Feature extraction
8 Citations (Scopus)

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

Image retrieval
Semantics
Content based retrieval
Experiments
41 Citations (Scopus)

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

Probability distributions
Statistics
Experiments
314 Citations (Scopus)

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

Image retrieval
Explosions
82 Citations (Scopus)

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

Authentication
Computer systems
Internet
Image retrieval
Degradation
1 Citation (Scopus)

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

Hidden Markov models
Parameter estimation
Image classification
Scalability
Antennas
7 Citations (Scopus)

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

Image retrieval
Feedback
Painting
Scanning
2004
5 Citations (Scopus)

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

Hidden Markov models
Image segmentation
Image analysis
Experiments
27 Citations (Scopus)

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

Reinforcement
Engines
Markov processes
Semantics
2002
5 Citations (Scopus)

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

Vector quantization
Entropy
12 Citations (Scopus)

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

Vector quantization
Microarray Analysis
Microarrays
Cluster Analysis
Gene expression
2000
23 Citations (Scopus)

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

Semantics
Image retrieval
Image segmentation
Image Retrieval
Textures
1999
11 Citations (Scopus)

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

Sports
Image segmentation
Frequency bands
Macros
Pixels
1998
5 Citations (Scopus)

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

Websites
Real-world Applications
Feature Vector
World Wide Web
Specificity
1997
5 Citations (Scopus)

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

Probability Density
Relative Entropy
Density Estimation
Entropy
Generalise