All Stories

  1. Dual Alignment-enhanced Fashion Vision-Language Pre-training

    Article • ACM Transactions on Multimedia Computing Communications and Applications, November 2025, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  2. MIRAGE25: ACM MM25 Multimodal Interleaved Reasoning and Generation Challenge

    Article • October 2025, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  3. Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation

    Article • ACM Transactions on Information Systems, June 2025, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  4. Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System

    Article • ACM Transactions on Intelligent Systems and Technology, May 2025, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  5. Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition

    Article • October 2024, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  6. In-Context Learning for Zero-shot Medical Report Generation

    Article • October 2024, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  7. Voice-Face Homogeneity Tells Deepfake

    Article • ACM Transactions on Multimedia Computing Communications and Applications, September 2023, ACM (Association for Computing Machinery)

    Harry Cheng, Dr. Xiaojun Chang

  8. Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation

    Article • October 2022, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  9. Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking

    Article • ACM Transactions on Multimedia Computing Communications and Applications, August 2022, ACM (Association for Computing Machinery)

    Di Yuan, Dr. Xiaojun Chang

  10. Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning

    Article • July 2022, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  11. A Comprehensive Survey of Neural Architecture Search

    Article • ACM Computing Surveys, May 2022, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  12. Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations

    Article • October 2021, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  13. Self-weighted Robust LDA for Multiclass Classification with Edge Classes

    Article • ACM Transactions on Intelligent Systems and Technology, February 2021, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  14. Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning

    Article • August 2020, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  15. Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification

    Article • ACM Transactions on Intelligent Systems and Technology, March 2020, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  16. Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment

    Article • October 2019, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  17. Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks

    Article • June 2019, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  18. Learning-Based Multimedia Analyses and Applications

    Article • Advances in Multimedia, December 2018, Hindawi Publishing Corporation

    Dr. Xiaojun Chang

  19. Few-Shot Text and Image Classification via Analogical Transfer Learning

    Article • ACM Transactions on Intelligent Systems and Technology, November 2018, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  20. Deep Semisupervised Zero-Shot Learning with Maximum Mean Discrepancy

    Article • Neural Computation, May 2018, The MIT Press

    Dr. Xiaojun Chang

  21. Refined Spectral Clustering via Embedded Label Propagation

    Article • Neural Computation, December 2017, The MIT Press

    Dr. Xiaojun Chang

  22. Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining

    Article • ACM Transactions on Knowledge Discovery from Data, August 2017, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  23. Robust Top- k Multiclass SVM for Visual Category Recognition

    Article • August 2017, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  24. Avoiding Optimal Mean ℓ2,1-Norm Maximization-Based Robust PCA for Reconstruction

    Article • Neural Computation, April 2017, The MIT Press

    Dr. Xiaojun Chang

  25. Convex Sparse PCA for Unsupervised Feature Learning

    Article • ACM Transactions on Knowledge Discovery from Data, August 2016, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  26. Searching Persuasively

    Article • October 2015, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang

  27. Incremental Multimodal Query Construction for Video Search

    Article • June 2015, ACM (Association for Computing Machinery)

    Dr. Xiaojun Chang