Zechao Li

According to our database1, Zechao Li authored at least 106 papers between 2010 and 2019.

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Bibliography

2019
Deep Semantic-Preserving Ordinal Hashing for Cross-Modal Similarity Search.
IEEE Trans. Neural Netw. Learning Syst., 2019

Deep Ordinal Hashing With Spatial Attention.
IEEE Trans. Image Processing, 2019

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep Collaborative Embedding for Social Image Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep networks with non-static activation function.
Multimedia Tools Appl., 2019

Multimedia retrieval by deep hashing with multilevel similarity learning.
J. Visual Communication and Image Representation, 2019

Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval.
CoRR, 2019

Label distribution learning with label-specific features.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

RGBD Based Gaze Estimation via Multi-Task CNN.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane Clustering.
IEEE Trans. Neural Netw. Learning Syst., 2018

Discriminative Deep Quantization Hashing for Face Image Retrieval.
IEEE Trans. Neural Netw. Learning Syst., 2018

Robust Structured Nonnegative Matrix Factorization for Image Representation.
IEEE Trans. Neural Netw. Learning Syst., 2018

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification.
IEEE Trans. Multimedia, 2018

Weakly Supervised Multimodal Hashing for Scalable Social Image Retrieval.
IEEE Trans. Circuits Syst. Video Techn., 2018

Image Classification With Tailored Fine-Grained Dictionaries.
IEEE Trans. Circuits Syst. Video Techn., 2018

Supervised deep hashing for scalable face image retrieval.
Pattern Recognition, 2018

Personalized Age Progression with Bi-Level Aging Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Video summarization via exploring the global and local importance.
Multimedia Tools Appl., 2018

Tracking the evolution of overlapping communities in dynamic social networks.
Knowl.-Based Syst., 2018

Visual understanding by mining social media: recent advances and challenges.
Frontiers Comput. Sci., 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.
CoRR, 2018

Deep Ordinal Hashing with Spatial Attention.
CoRR, 2018

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging.
CoRR, 2018

Hardware-Efficient Guided Image Filtering For Multi-Label Problem.
CoRR, 2018

Learning-Based Multimedia Analyses and Applications.
Adv. in MM, 2018

Matrix Entropy Driven Maximum Margin Feature Learning.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Participation-Contributed Temporal Dynamic Model for Group Activity Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep hashing with multilevel similarity learning for multimedia similarity search.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Single Image Dehazing via Conditional Generative Adversarial Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Video Summarization Based on Consistent Clip Generation.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Weakly Supervised Deep Matrix Factorization for Social Image Understanding.
IEEE Trans. Image Processing, 2017

Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Multimedia news QA: Extraction and visualization integration with multiple-source information.
Image Vision Comput., 2017

Hybrid CSA optimization with seasonal RVR in traffic flow forecasting.
TIIS, 2017

KNN-based Image Annotation by Collectively Mining Visual and Semantic Similarities.
TIIS, 2017

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition.
CoRR, 2017

Personalized Age Progression with Bi-level Aging Dictionary Learning.
CoRR, 2017

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification.
CoRR, 2017

Learning discriminative supplementary features to attributes for novel-category classification.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A Fast and General Method for Partial Face Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Discriminative Deep Hashing for Scalable Face Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-part boosting LSTMS for skeleton based human activity analysis.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning.
Proceedings of the Internet Multimedia Computing and Service, 2017

Image Retrieval Based on Optimized Visual Dictionary and Adaptive Soft Assignment.
Proceedings of the Internet Multimedia Computing and Service, 2017

CAD: Scale Invariant Framework for Real-Time Object Detection.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Hardware-Efficient Guided Image Filtering for Multi-label Problem.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unsupervised Video Summaries Using Multiple Features and Image Quality.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Understanding-Oriented Multimedia Content Analysis
Springer Theses, Springer, ISBN: 978-981-10-3688-0, 2017

2016
Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains.
TOMCCAP, 2016

Domain-Sensitive Recommendation with User-Item Subgroup Analysis.
IEEE Trans. Knowl. Data Eng., 2016

Multimedia News Summarization in Search.
ACM TIST, 2016

Overlapping community detection based on node location analysis.
Knowl.-Based Syst., 2016

Age progression: Current technologies and applications.
Neurocomputing, 2016

Projective nonnegative matrix factorization for social image retrieval.
Neurocomputing, 2016

Object co-segmentation via salient and common regions discovery.
Neurocomputing, 2016

Domain-sensitive Recommendation with user-item subgroup analysis.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Partially Shared Latent Factor Learning With Multiview Data.
IEEE Trans. Neural Netw. Learning Syst., 2015

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge.
IEEE Trans. Multimedia, 2015

Weakly Supervised Deep Metric Learning for Community-Contributed Image Retrieval.
IEEE Trans. Multimedia, 2015

Neighborhood Discriminant Hashing for Large-Scale Image Retrieval.
IEEE Trans. Image Processing, 2015

Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control.
IEEE Trans. Image Processing, 2015

Robust Structured Subspace Learning for Data Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Boosted MIML method for weakly-supervised image semantic segmentation.
Multimedia Tools Appl., 2015

Tag ranking based on salient region graph propagation.
Multimedia Syst., 2015

Deep kinship verification.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Deep Matrix Factorization for social image tag refinement and assignment.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Partially Common-Semantic Pursuit for RGB-D Object Recognition.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Semantic-aware Hashing for Social Image Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Face Clustering in Videos with Proportion Prior.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Understanding-oriented visual representation learning.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014
Personalized Geo-Specific Tag Recommendation for Photos on Social Websites.
IEEE Trans. Multimedia, 2014

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., 2014

Semi-supervised Unified Latent Factor learning with multi-view data.
Mach. Vis. Appl., 2014

Sparse semantic metric learning for image retrieval.
Multimedia Syst., 2014

Projective Matrix Factorization with unified embedding for social image tagging.
Computer Vision and Image Understanding, 2014

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Image Representation Learning by Deep Appearance and Spatial Coding.
Proceedings of the Computer Vision - ACCV 2014, 2014

Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Enhancing news organization for convenient retrieval and browsing.
TOMCCAP, 2013

MLRank: Multi-correlation Learning to Rank for image annotation.
Pattern Recognition, 2013

Correlation consistency constrained probabilistic matrix factorization for social tag refinement.
Neurocomputing, 2013

Nonlinear matrix factorization with unified embedding for social tag relevance learning.
Neurocomputing, 2013

Structure preserving non-negative matrix factorization for dimensionality reduction.
Computer Vision and Image Understanding, 2013

TCRec: product recommendation via exploiting social-trust network and product category information.
Proceedings of the 22nd International World Wide Web Conference, 2013

Object co-segmentation via discriminative low rank matrix recovery.
Proceedings of the ACM Multimedia Conference, 2013

Weakly-Supervised Dual Clustering for Image Semantic Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Social tag alignment with image regions by sparse reconstructions.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Low rank metric learning for social image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Collaborative PLSA for multi-view clustering.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Noisy Tag Alignment with Image Regions.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning Semantic Motion Patterns for Dynamic Scenes by Improved Sparse Topical Coding.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Chat with illustration: a chat system with visual aids.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Co-regularized PLSA for Multi-view Clustering.
Proceedings of the Computer Vision, 2012

Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases.
Proceedings of the Computer Vision, 2012

Unsupervised Feature Selection Using Nonnegative Spectral Analysis.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Correlation Mining for Web News Information Retrieval.
Proceedings of the Computational Social Networks, 2012

2011
Correlated PLSA for Image Clustering.
Proceedings of the Advances in Multimedia Modeling, 2011

News contextualization with geographic and visual information.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010
Image annotation using multi-correlation probabilistic matrix factorization.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Sparse constraint nearest neighbour selection in cross-media retrieval.
Proceedings of the International Conference on Image Processing, 2010

Multi-modal multi-correlation person-centric news retrieval.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010


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