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  1. Universal-Prototype Enhancing for Few-Shot Object Detection (Code)
    Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
    ICCV 2021

  2. Vector-Decomposed Disentanglement for Domain-Invariant Object Detection (Code)
    Aming Wu, Rui Liu, Yahong Han, Linchao Zhu, Yi Yang
    ICCV 2021

  3. Video-to-Image Casting: A Flatting Method for Video Analysis
    Xu Chen, Chengqiang Gao, Feng Yang, Xiaohan Wang, Yi Yang, Yahong Han
    ACM Multimedia 2021, Oral Paper

  4. Active and Compact Entropy Search for High-Dimensional Bayesian Optimization
    Run Li, Yucheng Shi, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li
    IEEE Transactions on Knowledge and Data Engineering (IEEE T-KDE), DOI: 10.1109/TKDE.2021.3077279

  5. Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement (Project Page)
    Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), DOI: 10.1109/TPAMI.2021.3060446

  6. Hierarchical Memory Decoder for Visual Narrating
    Aming Wu, Yahong Han, Zhou Zhao, Yi Yang
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), DOI: 10.1109/TCSVT.2020.3020877

  7. Extract and Merge: Superpixel Segmentation with Regional Attributes
    Jianqiao An, Yucheng Shi, Yahong Han, Meijun Sun, Qi Tian
    ECCV 2020

  8. Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation
    Pin Jiang, Aming Wu, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li
    IJCAI 2020

  9. Polishing Decision-based Adversarial Noise with a Customized Sampling
    Yucheng Shi, Yahong Han, Qi Tian
    CVPR 2020

  10. Adaptive Iterative Attack towards Explainable Adversarial Robustness
    Yucheng Shi, Yahong Han, Quanxin Zhang, Xiaohui Kuang
    Pattern Recognition, DOI: 10.1016/j.patcog.2020.107309.

  11. Convolutional Reconstruction-to-Sequence for Video Captioning
    Aming Wu, Yahong Han, Yi Yang, Qinghua Hu, Fei Wu
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)

  12. Reasoning with Heterogeneous Graph Alignment for Video Question Answering
    Pin Jiang, Yahong Han
    AAAI 2020

  13. Multi-Speaker Video Dialog with Frame-Level Temporal Localization
    Qiang Wang, Pin Jiang, Yahong Han, Zhou Zhao
    AAAI 2020

  14. Connective Cognition Network for Directional Visual Commonsense Reasoning
    Aming Wu, Linchao Zhu, Yahong Han, Yi Yang
    NeurIPS 2019

  15. Ranking Video Salient Object Detection
    Zheng Wang, Xinyu Yan, Yahong Han, Meijun Sun
    ACM Multimedia 2019

  16. Video Interactive Captioning with Human Prompts
    Aming Wu, Yahong Han, Yi Yang
    IJCAI 2019

  17. Curls & Whey: Boosting Black-Box Adversarial Attacks (Project Page)
    Yucheng Shi, Siyu Wang, Yahong Han
    CVPR 2019, Oral Paper

  18. Movie Question Answering via Textual Memory and Plot Graph
    Yahong Han, Bo Wang, Richang Hong, Fei Wu
    IEEE IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)

  19. Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection
    Yanbin Liu, Yan Yan, Ling Chen, Yahong Han, Yi Yang
    AAAI 2019

  20. Spoting and Aggregating Salient Regions for Video Captioning (Project Page)
    Huiyun Wang, Youjiang Xu, Yahong Han
    ACM Multimedia 2018

  21. Explore Multi-Step Reasoning in Video Question Answering (Project Page)
    Xiaomeng Song, Yucheng Shi, Xin Chen, Yahong Han
    ACM Multimedia 2018

  22. Sequential Video VLAD: Training the Aggregation Locally and Temporally (Code)
    Youjiang Xu, Yahong Han, Richang Hong, Qi Tian
    IEEE Transactions on Image Processing (IEEE T-IP)

  23. Semi-Supervised Regression with Optimized Rank for Matrix Data Classification
    Jianguang Zhang, Jianmin Jiang, Yahong Han
    IEEE Transactions on Cybernetics (IEEE T-CYB)

  24. Multi-modal Circulant Fusion for Video-to-Language and Backward (Code)
    Aming Wu, Yahong Han
    2018 International Joint Conferences on Artificial Intelligence (IJCAI 2018 )

  25. Schmidt: Image Augmentation for Black-Box Adversarial Attack
    Yucheng Shi, Yahong Han
    IEEE ICME 2018 (Oral Paper)

  26. Universal Perturbation Generation for Black-box Attack Using Evolutionary Algorithms
    Siyu Wang, Yucheng Shi, Yahong Han
    ICPR 2018

  27. Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents (Code)
    Bo Wang, Youjiang Xu, Yahong Han, Richang Hong
    AAAI 2018 ( Winner of the MovieQA and The Large Scale Movie Description Challenge (LSMDC) @ ICCV 2017).

  28. Catching the Temporal Regions-of-Interest for Video Captioning (Project Page)
    Ziwei Yang, Yahong Han, Zheng Wang
    ACM Multimedia 2017 ( Oral Paper and Best Paper Finalist).

  29. Multirate Multimodal Video Captioning
    Ziwei Yang, Youjiang Xu, Huiyun Wang, Bo Wang, Yahong Han
    ACM Multimedia 2017 ( ACM MM 2017 Grand Challenge 'Honorable Mention Award').
    The Runner-up of the 2nd MSR Video to Language Challenge

  30. Distribution Sensitive Product Quantization
    Linhao Li, Qinghua Hu, Yahong Han, Xin Li
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)

  31. Top Attention in Line with Time: A Light-weight Strategy (Code)
    Youjiang Xu, Shichao Zhao, Yahong Han, Qinghua Hu, Fei Wu
    IEEE ICME 2017 (Among Top 3% of the main program paper submissions).

  32. Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition
    Shichao Zhao, Yanbin Liu, Yahong Han, Richang Hong, Qinghua Hu, Qi Tian
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)

  33. Semi-supervised Online Multi-kernel Similarity Learning for Image Retrieval
    Jianqing Liang, Qinghua Hu, Wenwu Wang, Yahong Han
    IEEE Transactions on Multimedia (IEEE T-MM)

  34. Semi-Supervised Image-to-Video Adaptation for Video Action Recognition
    Jianguang Zhang, Yahong Han, Jinhui Tang, Qinghua Hu, Jianmin Jiang
    IEEE Transactions on Cybernetics (IEEE T-CYB), 2017, 47(4): 960-973.

  35. Compact and Discriminative Descriptor Inference using Multi-Cues
    Yahong Han, Yi Yang, Fei Wu, Richang Hong
    IEEE Transactions on Image Processing (IEEE T-IP),VOL. 24, NO. 12, pp.5114-5126, 2015.

  36. Semi-Supervised Feature Selection via Spline Regression for Video Semantic Recognition
    Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou
    IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), VOL. 26, NO. 2, pp.252-264, 2015. (code)

  37. Summarization-based Video Caption via Deep Neural Networks
    Guang Li, Shubo Ma, Yahong Han
    ACM Multimedia 2015 (ACM MM 2015).

  38. Tensor Rank Selection for Multimedia Analysis
    Jianguang Zhang, Yahong Han*, Jianmin Jiang
    Journal of Visual Communication and Image Representation, 30: 376-392 (2015).

  39. Inferring Painting Style with Multi-task Dictionary Learning
    Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Nicu Sebe
    International Joint Conferences on Artificial Intelligence 2015 (IJCAI 2015).

  40. Discriminative multi-view feature selection and fusion
    Yanbin Liu, Binbing Liao, Yahong Han
    IEEE ICME 2015 (Oral Paper and Among Top 15% of All Accpeted Papers).

  41. Describing Images with Hierarchical Concepts and Object Class Localization
    Yahong Han, Guang Li
    ACM ICMR 2015 (Full Paper).

  42. Output Feature Augmented Lasso
    Changqing Zhang, Yahong Han, Xiaojie Guo, Xiaochun Cao
    IEEE International Conference on Data Mining 2014 (ICDM 2014), Accepted as Regular (Oral) Paper, Acceptance Rate 9.7%

  43. Augmenting Image Descriptions Using Structured Prediction Output
    Yahong Han, Xingxing Wei, Xiaochun Cao, Yi Yang, Xiaofang Zhou
    IEEE Transactions on Multimedia (IEEE T-MM), VOL.16, NO.6, pp.1665-1676, 2014.

  44. What Can We Learn about Motion Videos from Still Images?
    Jianguang Zhang, Yahong Han, Jinhui Tang, Qinghua Hu, Jianmin Jiang
    ACM Multimedia 2014 (ACM MM 2014).

  45. Attribute Prediction with Long-Range Interactions via Path Coding
    Zhuhao Wang, Fei Wu, Yahong Han, Jiebo Luo, Qi Tian, Yueting Zhuang
    ICIP 2014.

  46. Video Segmentation via Adaptive Higher-Order CRF with Windowed Dynamics
    Xiaonan Song, Yahong Han, Jianmin Jiang, A. Hilton.
    2014 ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2014, Best Student Paper Award).

  47. Feature Selection with Spatial Path Coding for Multimedia Analysis
    Yahong Han, Jingjing Chen, Xiaochun Cao, Congfu Xu, Haoquan Shen
    Information Sciences, 281 (2014) 523–535.

  48. Image Attribute Adaptation
    Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou
    IEEE Transactions on Multimedia (IEEE T-MM), VOL.16, NO.4, pp.1115-1126, 2014. (code)

  49. Discovering Discriminative Graphlets for Aerial Image Category Recognition
    Luming Zhang, Yahong Han, Yi Yang, Mingli Song, Shuicheng Yan, Qi Tian
    IEEE Transactions on Image Processing (IEEE T-IP), VOL.22, NO.12, pp.5071-5084, 2013.

  50. Object Coding on the Semantic Graph for Scene Classification
    Jingjing Chen, Yahong Han, Xiaochun Cao, Qi Tian
    ACM Multimedia 2013 (ACM MM 2013).

  51. Visual Saliency Detection based on Photographic Composition
    Jingjing Chen, Yahong Han, Handong Zhao, Xiaochun Cao
    2013 ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2013, Best Paper Honorable Mention).

  52. Discriminative Multi-Task Feature Selection
    Yahong Han, Jianguang Zhang, Zhongwen Xu, Shoou-I Yu
    Twenty-Fourth AAAI Conference on Artificial Intelligence, LBP Track, (AAAI 2013).

  53. Co-Regularized Ensemble for Feature Selection
    Yahong Han, Yi Yang, Xiaofang Zhou
    International Joint Conferences on Artificial Intelligence 2013 (IJCAI 2013).

  54. Robust Tensor Clustering with Non-Greedy Maximization
    Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Donghai Lin
    International Joint Conferences on Artificial Intelligence 2013 (IJCAI 2013).

  55. Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation
    Xiaochun Cao, Xingxing Wei, Yahong Han*, Yi Yang, NicuSebe, Alexander Hauptmann
    Computer Vision and Image Understanding (CVIU), 117 (2013) 934–946.

  56. Image Classification with Manifold Learning for Out-of-Sample Data
    Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang
    Signal Processing, 93 (8): 2169–2177, 2013.

  57. Correlated Attribute Transfer with Multi-task Graph-Guided Fusion
    Yahong Han, Fei Wu, Xinyan Lu, Qi Tian, Yueting Zhuang, Jiebo Luo
    ACM Multimedia 2012 (ACM MM 2012). (Full Paper)

  58. Graph-Guided Sparse Reconstruction for Region Tagging
    Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang
    2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012).

  59. Sparse Unsupervised Dimensionality Reduction for Multiple View Data
    Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), VOL.22, NO.10, pp.1485-1496, 2012.

  60. Image Annotation by Input-Output Structural Grouping Sparsity
    Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang
    IEEE Transactions on Image Processing (IEEE T-IP), VOL.21, NO.6, pp.3066-3079, 2012.

  61. The Heterogeneous Feature Selection with Structural Sparsity for Multimedia Annotation and Hashing: A Survey
    Fei Wu, Yahong Han, Xiang Liu, Jian Shao, Zhongfei Zhang, Yueting Zhuang
    International Journal of Multimedia Information Retrieval. Invited Paper, (2012)1: 3–15.

  62. The Extensions of Spectral Hashing and Their Stability
    Chuanfei Ouyang, Yahong Han, Yueting Zhuang, Fei Wu, Jun Xiao
    2011 Asian Conference on Design and Digital Engineering (ACDDE 2011).

  63. Stable Multi-label Boosting for Image Annotation with Structural Feature Selection
    Yueting Zhuang, Yahong Han*, Fei Wu, Jiacheng Yang
    SCIENCE CHINA: Information Sciences VOL.54, NO.12, pp.2508-2521,2011.

  64. Multi-label Transfer learning with Sparse Representation
    Yahong Han, Fei Wu, Yueting Zhuang, Xiaofei He
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), VOL.20, NO.8, pp.1110-1121, 2010.

  65. Multi-task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories
    Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu
    In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010), Oral Paper of Main Technical Track, pp.469-474, 2010.(pdf)

  66. Muti-label Boosting for Image Annotation by Structural Grouping Sparsity
    Fei Wu, Yahong Han, Qi Tian, Yueting Zhuang
    In Proceedings of the ACM Multimedia 2010 (ACM MM10), Long Paper of Content Track, pp.15-24, 2010.(pdf)

  67. Multiple Hypergraph Ranking for Video Concept Detection
    Yahong Han, Jian Shao, Fei Wu, Baogang Wei
    Journal of Zhejiang University-SCIENCE C (Computers & Electronics), 2010 VOL.11, NO.7, pp.525-537, 2010.

  68. Multiple Hypergraph Clustering of Web Images by Mining Word2Image Correlations
    Fei Wu, Yahong Han*, Yueting Zhuang
    Journal of Computer Science and Technology, VOL.25, NO.4, pp.750-760, 2010.

  69. Clustering Web Images by Correlation Mining of Image-Text
    Fei Wu, Yahong Han, Yueting Zhuang, Jian Shao
    Journal of Software (in Chinese), VOL.21, NO.7, pp.1561−1575, 2010.

  70. Multi-label Image Annotation by Structural Grouping Sparsity
    Yahong Han, Fei Wu, Yueting Zhuang
    Chapter in the Springer Book "Social Media Modeling and Computing", 2011.
    Book Co-Editors: Steven Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin, Irwin King.


*Corresponding author

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