Xiaojun Chang

According to our database1, Xiaojun Chang authored at least 77 papers between 2012 and 2019.

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Bibliography

2019
MMALFM: Explainable Recommendation by Leveraging Reviews and Images.
ACM Trans. Inf. Syst., 2019

Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval.
IEEE Trans. Multimedia, 2019

Discrete Multi-Graph Clustering.
IEEE Trans. Image Processing, 2019

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features.
IEEE Trans. Cybernetics, 2019

Ensemble Teaching for Hybrid Label Propagation.
IEEE Trans. Cybernetics, 2019

Zero-shot event detection via event-adaptive concept relevance mining.
Pattern Recognition, 2019

Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Cross-Modal Transfer Hashing Based on Coherent Projection.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Joint Attributes and Event Analysis for Multimedia Event Detection.
IEEE Trans. Neural Netw. Learning Syst., 2018

Adaptive Unsupervised Feature Selection With Structure Regularization.
IEEE Trans. Neural Netw. Learning Syst., 2018

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features.
IEEE Trans. Neural Netw. Learning Syst., 2018

Rank-Constrained Spectral Clustering With Flexible Embedding.
IEEE Trans. Neural Netw. Learning Syst., 2018

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data.
IEEE Trans. Neural Netw. Learning Syst., 2018

Few-Shot Text and Image Classification via Analogical Transfer Learning.
ACM TIST, 2018

Guest Editorial Deep Learning Models for Industry Informatics.
IEEE Trans. Industrial Informatics, 2018

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition.
IEEE Trans. Cybernetics, 2018

Deep feature learning via structured graph Laplacian embedding for person re-identification.
Pattern Recognition, 2018

Deep Semisupervised Zero-Shot Learning with Maximum Mean Discrepancy.
Neural Computation, 2018

Guest Editorial: Semantic Concept Discovery in MM Data.
Multimedia Tools Appl., 2018

A unified framework with a benchmark dataset for surveillance event detection.
Neurocomputing, 2018

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

IEEE Access Special Section Editorial: Information Security Solutions for Telemedicine Applications.
IEEE Access, 2018

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Teaching Semi-Supervised Classifier via Generalized Distillation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Particle Filtering Based Visual Attention Model for Moving Target Detection.
Proceedings of the 14th International Conference on Natural Computation, 2018

RCAA: Relational Context-Aware Agents for Person Search.
Proceedings of the Computer Vision - ECCV 2018, 2018

Reinforcement Cutting-Agent Learning for Video Object Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition.
Proceedings of the British Machine Vision Conference 2018, 2018

Semi-Supervised Bayesian Attribute Learning for Person Re-Identification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease.
IEEE Trans. Neural Netw. Learning Syst., 2017

Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks.
IEEE Trans. Neural Netw. Learning Syst., 2017

The Many Shades of Negativity.
IEEE Trans. Multimedia, 2017

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis.
IEEE Trans. Knowl. Data Eng., 2017

Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining.
TKDD, 2017

Revealing Event Saliency in Unconstrained Video Collection.
IEEE Trans. Image Processing, 2017

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction.
IEEE Trans. Image Processing, 2017

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection.
IEEE Trans. Image Processing, 2017

Multiview Physician-Specific Attributes Fusion for Health Seeking.
IEEE Trans. Cybernetics, 2017

Bi-Level Semantic Representation Analysis for Multimedia Event Detection.
IEEE Trans. Cybernetics, 2017

Semantic Pooling for Complex Event Analysis in Untrimmed Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction.
Neural Computation, 2017

Refined Spectral Clustering via Embedded Label Propagation.
Neural Computation, 2017

Simple to complex cross-modal learning to rank.
Computer Vision and Image Understanding, 2017

Early Active Learning with Pairwise Constraint for Person Re-identification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Robust Top-k Multiclass SVM for Visual Category Recognition.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

How Unlabeled Web Videos Help Complex Event Detection?
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Self-paced Mixture of Regressions.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Top-k Supervise Feature Selection via ADMM for Integer Programming.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-View Correlated Feature Learning by Uncovering Shared Component.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Structure Regularized Unsupervised Discriminant Feature Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Compound Rank-k Projections for Bilinear Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2016

Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding.
IEEE Trans. Knowl. Data Eng., 2016

Convex Sparse PCA for Unsupervised Feature Learning.
TKDD, 2016

Multi-task support vector machines for feature selection with shared knowledge discovery.
Signal Processing, 2016

Artistic information extraction from Chinese calligraphy works via Shear-Guided filter.
J. Visual Communication and Image Representation, 2016

Unified discriminating feature analysis for visual category recognition.
J. Visual Communication and Image Representation, 2016

Uncovering Locally Discriminative Structure for Feature Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

They are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dynamic Concept Composition for Zero-Example Event Detection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization.
International Journal of Computer Vision, 2015

Unsupervised Feature Analysis with Class Margin Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Incremental Multimodal Query Construction for Video Search.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM.
Proceedings of the 32nd International Conference on Machine Learning, 2015

A Convex Formulation for Spectral Shrunk Clustering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

A Convex Formulation for Semi-Supervised Multi-Label Feature Selection.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2012
Implementation of random walk algorithm by parallel computing.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012


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