Xiaojun Chang

Research interests

Publications

• Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation

  · 2023 · 10.1109/cvpr52729.2023.00325

• A Survey of Deep Active Learning

  ACM Computing Surveys · 2021 · https://doi.org/10.1145/3472291

• A novel approach for phishing URLs detection using lexical based machine learning in a real-time environment

  Computer Communications · 2021 · https://doi.org/10.1016/j.comcom.2021.04.023

• A Comprehensive Survey of Neural Architecture Search

  ACM Computing Surveys · 2021 · 10.1145/3447582

• A Comprehensive Survey of Scene Graphs: Generation and Application

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 10.1109/tpami.2021.3137605

• Self-Supervised Deep Correlation Tracking

  IEEE Transactions on Image Processing · 2020 · 10.1109/tip.2020.3037518

• Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks

  · 2020 · 10.1109/cvpr42600.2020.01003

• Hierarchical Neural Architecture Search for Deep Stereo Matching

  arXiv (Cornell University) · 2020 · 10.48550/arxiv.2010.13501

• Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation

  · 2020 · 10.1109/cvpr42600.2020.00206

• A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions

  arXiv (Cornell University) · 2020 · 10.48550/arxiv.2006.02903

• Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

  Journal · 2020 · https://doi.org/10.1145/3394486.3403118

• MMALFM

  ACM Transactions on Information Systems · 2019 · 10.1145/3291060

• Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition

  IEEE Transactions on Cybernetics · 2019 · 10.1109/tcyb.2019.2905157

• A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition

  IEEE Transactions on Neural Networks and Learning Systems · 2019 · 10.1109/tnnls.2019.2927224

• The water lily genome and the early evolution of flowering plants

  Nature · 2019 · https://doi.org/10.1038/s41586-019-1852-5

• Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

  IEEE Transactions on Neural Networks and Learning Systems · 2018 · 10.1109/tnnls.2018.2829867

• An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition

  IEEE Transactions on Cybernetics · 2017 · 10.1109/tcyb.2017.2647904

• Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection

  IEEE Transactions on Image Processing · 2017 · 10.1109/tip.2017.2708506

• Adaptive Unsupervised Feature Selection With Structure Regularization

  IEEE Transactions on Neural Networks and Learning Systems · 2017 · 10.1109/tnnls.2017.2650978

• Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks

  IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10.1109/tnnls.2016.2582746

• Bi-Level Semantic Representation Analysis for Multimedia Event Detection

  IEEE Transactions on Cybernetics · 2016 · 10.1109/tcyb.2016.2539546

• Semantic Pooling for Complex Event Analysis in Untrimmed Videos

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 10.1109/tpami.2016.2608901

• Compound Rank- $k$ Projections for Bilinear Analysis

  IEEE Transactions on Neural Networks and Learning Systems · 2015 · 10.1109/tnnls.2015.2441735

• Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization

  International Journal of Computer Vision · 2014 · 10.1007/s11263-014-0781-x

• A Convex Formulation for Semi-Supervised Multi-Label Feature Selection

  Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 10.1609/aaai.v28i1.8922

Current projects

No projects listed.