Guo-Jun Qi

According to our database1, Guo-Jun Qi authored at least 109 papers between 2006 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2018
Learning Label Preserving Binary Codes for Multimedia Retrieval: A General Approach.
TOMCCAP, 2018

Semantic Neighbor Graph Hashing for Multimodal Retrieval.
IEEE Trans. Image Processing, 2018

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

Co-SpOT: Cooperative Spectrum Opportunity Detection Using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks.
IEEE Trans. Cogn. Comm. & Networking, 2018

Latent Dirichlet Truth Discovery: Separating Trustworthy and Untrustworthy Components in Data Sources.
IEEE Access, 2018

Weakly Supervised Facial Attribute Manipulation via Deep Adversarial Network.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Previewer for Multi-Scale Object Detector.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multimedia Content Understanding by Learning from Very Few Examples: Recent Progress on Unsupervised, Semi-Supervised and Supervised Deep Learning Approaches.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Automated Pulmonary Nodule Detection: High Sensitivity with Few Candidates.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

An Adversarial Approach to Hard Triplet Generation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Generalized Loss-Sensitive Adversarial Learning with Manifold Margins.
Proceedings of the Computer Vision - ECCV 2018, 2018

Interleaved Structured Sparse Convolutional Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Global Versus Localized Generative Adversarial Nets.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
A Temporal Order Modeling Approach to Human Action Recognition from Multimodal Sensor Data.
TOMCCAP, 2017

LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia.
IEEE Trans. Image Processing, 2017

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2017

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

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Linear Subspace Ranking Hashing for Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Semantic Image Retrieval with Feature Space Rankings.
Int. J. Semantic Computing, 2017

Stock Price Prediction via Discovering Multi-Frequency Trading Patterns.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Mixture Factorized Ornstein-Uhlenbeck Processes for Time-Series Forecasting.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

State-Frequency Memory Recurrent Neural Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Interleaved Group Convolutions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Study of Question Effectiveness Using Reddit "Ask Me Anything" Threads.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 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

Temporal Domain Neural Encoder for Video Representation Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

CLARE: A Joint Approach to Label Classification and Tag Recommendation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

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

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2016

Large-scale supervised similarity learning in networks.
Knowl. Inf. Syst., 2016

Temporal Order-based First-Take-All Hashing for Fast Attention-Deficit-Hyperactive-Disorder Detection.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Supervised Ranking Hash for Semantic Similarity Search.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Cross-modal hashing through ranking subspace learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Supervised Quantization for Similarity Search.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Hierarchically Gated Deep Networks for Semantic Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Guest Editorial: Deep Learning for Multimedia Computing.
IEEE Trans. Multimedia, 2015

Breaking the Barrier to Transferring Link Information across Networks.
IEEE Trans. Knowl. Data Eng., 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining (Part 2).
IEEE Trans. Big Data, 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2015

Ontological Random Forests for Image Classification.
IJIRR, 2015

Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Temporal Order-Preserving Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Deep Learning Architecture with Dynamically Programmed Layers for Brain Connectome Prediction.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Heterogeneous Network Embedding via Deep Architectures.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Differential Recurrent Neural Networks for Action Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Sparse composite quantization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Multi-Label Image Categorization With Sparse Factor Representation.
IEEE Trans. Image Processing, 2014

Social media mining and knowledge discovery.
Multimedia Syst., 2014

Factorized Similarity Learning in Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013
Cross-Space Affinity Learning with Its Application to Movie Recommendation.
IEEE Trans. Knowl. Data Eng., 2013

Mining collective intelligence in diverse groups.
Proceedings of the 22nd International World Wide Web Conference, 2013

Online community detection in social sensing.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Link prediction across networks by biased cross-network sampling.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Clustering Multimedia Data.
Data Clustering: Algorithms and Applications, 2013

2012
Web-Scale Multimedia Information Networks.
Proceedings of the IEEE, 2012

Exploring Context and Content Links in Social Media: A Latent Space Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Recommending Flickr groups with social topic model.
Inf. Retr., 2012

On clustering heterogeneous social media objects with outlier links.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Community Detection with Edge Content in Social Media Networks.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images.
ACM TIST, 2011

Towards semantic knowledge propagation from text corpus to web images.
Proceedings of the 20th International Conference on World Wide Web, 2011

PhotoNet: A Similarity-Aware Picture Delivery Service for Situation Awareness.
Proceedings of the 32nd IEEE Real-Time Systems Symposium, 2011

PhotoNet: A similarity-aware image delivery service for situation awareness.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Locality-sensitive support vector machine by exploring local correlation and global regularization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Towards cross-category knowledge propagation for learning visual concepts.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Multimedia Information Networks in Social Media.
Proceedings of the Social Network Data Analytics, 2011

2010
Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations.
IEEE Trans. Multimedia, 2010

Image Classification With Kernelized Spatial-Context.
IEEE Trans. Multimedia, 2010

Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion.
Proceedings of the COLING 2010, 2010

2009
Correlative Linear Neighborhood Propagation for Video Annotation.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Unified Video Annotation via Multigraph Learning.
IEEE Trans. Circuits Syst. Video Techn., 2009

Video semantic analysis based on structure-sensitive anisotropic manifold ranking.
Signal Processing, 2009

Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Semi-supervised kernel density estimation for video annotation.
Computer Vision and Image Understanding, 2009

Inferring semantic concepts from community-contributed images and noisy tags.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Learning semantic distance from community-tagged media collection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008
Correlative multilabel video annotation with temporal kernels.
TOMCCAP, 2008

Video Annotation Based on Kernel Linear Neighborhood Propagation.
IEEE Trans. Multimedia, 2008

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Online multi-label active annotation: towards large-scale content-based video search.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Query-independent learning for video search.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Joint multi-label multi-instance learning for image classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A joint appearance-spatial distance for kernel-based image categorization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Two-Dimensional Active Learning for image classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Interactive Video Annotation by Multi-Concept Multi-Modality Active Learning.
Int. J. Semantic Computing, 2007

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Refining video annotation by exploiting pairwise concurrent relation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Structure-sensitive manifold ranking for video concept detection.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Typicality ranking via semi-supervised multiple-instance learning.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Correlative multi-label video annotation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Learning Concepts by Modeling Relationships.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

A Novel Multiple Instance Learning Approach for Image Retrieval Based on Adaboost Feature Selection.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Anisotropic Manifold Ranking for Video Annotation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Beyond Accuracy: Typicality Ranking for Video Annotation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Transductive Inference with Hierarchical Clustering for Video Annotation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Temporally Consistent Gaussian Random Field for Video Semantic Analysis.
Proceedings of the International Conference on Image Processing, 2007

Concurrent Multiple Instance Learning for Image Categorization.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Efficient semantic annotation method for indexing large personal video database.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Video Annotation by Active Learning and Semi-Supervised Ensembling.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Annotation by Active Learning and Cluster Tuning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006


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