1. Yanan Liu, Fei Wu, Yueting Zhuang, Jun Xiao, Active Post-refined Multi-modality Video Semantic Concept Detection with Tensor Representation, Proceedings of the 2008 ACM International Conference on Multimedia (ACM Multimedia), 2008,91-100 (FULL Paper)
  2. Fei Wu, Yanan Liu, Yueting Zhuang, Tensor-Based Transductive Learning for Multi-modality Video Semantic Concept Detection, IEEE Transactions on Multimedia, 2009,11(5):868-878
  3. Yi Yang, Fei Wu, Dong Xu, Yueting Zhuang, Liang-Tien Chia, Cross-Media Retrieval using Query Dependent Search Methods, Pattern Recognition,43(8):2927-2936, 2010
  4. Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan, Sparse Representation using nonnegative curds and whey, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2010, 3578-3585
  5. Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu, Multi-task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories, Proceeding of the Twenty-Fourth Conference on Artificial Intelligence (AAAI), 2010 (Oral Paper),469-474
  6. Fei Wu, Yahong Han, Yueting Zhuang, Multiple Hypergraph Clustering of Web Images by Mining Word2Image Correlations, Journal of Computer Science and Technology, 25 (4): 750-760,2010
  7. Han Yahong, Wu Fei, He Xiaofei, Zhuang Yueting, Multi label Transfer Learning with Sparse Representation, IEEE Transactions on Circuits and Systems for Video Technology, 20(8):1110-1121,2010
  8. Fei Wu, Yahong Han, Qi Tian, Yueting Zhuang, Multi-label Boosting for Image Annotation by Structural Grouping Sparsity, 2010 ACM International Conference on Multimedia (ACM Multimedia, Full Paper),15-24
  9. Yanan Liu, Fei Wu, Yueting Zhuang, Group Sparse Representation for Image Categorization and Semantic Video Retrieval, Science in China Series F: Information Sciences, 2011,54(10):2051-2063
  10. Yi Yang, Fei Wu, Feiping Nie, Hengtao Shen, Yueting Zhuang, Alex Hauptmann, Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding, IEEE Transactions on Image Processing, 21(3): 1339 – 1351,2012
  11. Yueting Zhuang, Yahong Han, Fei Wu, Jiacheng Yang, Stable Multi-label Boosting for Image Annotation  with Structural Feature Selection, Science in China Series F: Information Sciences, 2011,54 (12): 2508-2521
  12. Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang, Image Annotation by Input-Output Structural Grouping Sparsity, IEEE Transactions on Image Processing, 2012,21(6):3066-3079
  13. Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang, Sparse Unsupervised Dimensionality Reduction for Multiple View Data, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 22(10):1485-1496,2012
  14. Yahong Han, Fei Wu, Jian Shao, Qi Tian, Yueting Zhuang, Graph-Guided Sparse Reconstruction for Region Tagging, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2012,2981-2988
  15. Yang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander Hauptmann, Spline Regression Hashing for Fast Image Search, IEEE Transactions on Image Processing, 21(10):4480-4491, 2012
  16. Fei Wu, Ying Yuan, Yong Rui, Shuicheng Yan, Yueting Zhuang, Annotating Web Images using NOVA: NOn-conVex group spArsity, Proceedings of the 2012 ACM International Conference on Multimedia (ACM Multimedia ,Full Paper),2012,509-518
  17. Yahong Han, Fei Wu, Xinyan Lu, Yueting Zhuang, Qi Tian, Jiebo Luo, Correlated Attribute Transfer with Multi-task Graph-Guided Fusion, Proceedings of the 2012 ACM International Conference on Multimedia (ACM Multimedia, Full Paper),2012,529-538
  18. Fei Wu, Xu Tan, Yi Yang, Siliang Tang, Dacheng Tao, Yueting Zhuang, Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint, Proceeding of the Twenty-Seventh  Conference on Artificial Intelligence (AAAI),962-968,2013
  19. Yueting Zhuang, Yanfei Wang, Fei Wu, Yin Zhang, Weiming Lu, Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval, Proceeding of the Twenty-Seventh  Conference on Artificial Intelligence (AAAI), 2013
  20. Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang, A low rank structural large-margin method for cross-modal ranking, SIGIR 2013 (Full Paper),433-442,2013
  21. Fei Wu, Xinyan Lu, Zhongfei Zhang, Shuicheng Yan, Yong Rui, Yueting Zhuang, Cross-Media Semantic Representation via Bi-directional Learning to Rank, Proceedings of the 2013 ACM International Conference on Multimedia(ACM Multimedia, Full Paper),877-886,2013
  22. Fei Wu, Zhou Yu, Yi Yang, Siliang Tang, Yin Zhang, Yueting Zhuang, Sparse Multi-Modal Hashing, IEEE Transactions on Multimedia,16(2):427-439,2014
  23. Zhou Yu, Fei Wu, Yi Yang, Qi Tian, Jiebo Luo, Yueting Zhuang, Discriminative Coupled Dictionary Hashing for Fast Cross-media Retrieval, SIGIR 2014 (Long Paper),395-404
  24. Yanfei Wang, Fei Wu, Jun Song, Xi Li, Yueting Zhuang, Multi-modal Mutual Topic Reinforce Modeling for Cross-media Retrieval, Proceedings of the 2014 ACM International Conference on Multimedia  (ACM Multimedia, FULL paper),2014
  25. Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang, Structured embedding via pairwise relations and long-range interactions in knowledge base, AAAI 2015,1663-1770
  26. Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang,Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking, AAAI 2015,3864-3870
  27. Yueting Zhuang, Haidong Gao, Fei Wu, Siliang Tang, Yin Zhang, Zhongfei Zhang, Probabilistic Word Selection via Topic Modeling, IEEE Transactions on Knowledge and Data Engineering,27(6):1643-1655,2015
  28. Fei Wu, Xinyang Jiang, Xi Li, Siliang Tang, Weiming Lu, Zhongfei Zhang, Yueting Zhuang, Cross-Modal Learning to Rank via Latent Joint Representation, IEEE Transactions on Image Processing,24(5):1497-1509,2015
  29. Xu Tan, Fei Wu, Xi Li, Siliang Tang, Weiming Lu, Yueting Zhuang, Structured Visual Feature Learning for Classification via Supervised Probabilistic Tensor Factorization, IEEE Transactions on Multimedia,17(5):660-673,2015
  30. Siliang Tang, Fei Wu, Si Li,Weiming Lu, Zhongfei Zhang, Yueting Zhuang, Sketch the Storyline with CHARCOAL: A Non-Parametric Approach, IJCAI 2015,3841-3848
  31. Xinyang Jiang, Fei Wu, Xi Li, Zhou Zhao, Weiming Lu, Siliang Tang, Yueting Zhuang, Deep Compositional Cross-modal Learning to Rank via Local-Global Alignment, ACM Multimedia 2015 (Full Paper)
  32. Yahong Han, Yi Yang, Fei Wu, Richang Hong, Compact and Discriminative Descriptor Inference using Multi-Cues, IEEE Transactions on Image Processing, 24(12):5114-5126,2015
  33. Fei Wu, Zhuhao Wang, Zhongfei Zhang, Yi Yang, Jiebo Luo, Wenwu Zhu, Yueting Zhuang, Weakly Semi-supervised Deep Learning for multi-label image annotation, IEEE Transactions on Big Data, 1(3):109-122,2016
  34. Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester, Community-based Question Answering via Heterogeneous Social Network Learning, AAAI 2016
  35. Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei Zhang, Yong Rui, Yueting Zhuang, Learning of Multimodal Representations with Random Walks on the Click Graph, IEEE Transactions on Image Processing, 25(2):630-642,2016
  36. Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang, Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning, CVPR 2016
  37. Zhuhao Wang, Fei Wu, Weiming Lu, Junx Xiao,Xi Li, Zitong Zhang, Yueting Zhuang, Diverse Image Captioning via GroupTalk, IJCAI 2016
  38. Te Pi, Xi Li, Zhongfei Zhang, Deyu Meng, Fei Wu, Jun Xiao, Yueting Zhuang, Self-Paced Boost Learning for Classification, IJCAI 2016   
  39. Fei Wu, Hanyin Fang, Xi Li, Siliang Tang, Weiming Lu, Yi Yang, Wenwu Zhu, Yueting Zhuang, Aspect learning for multimedia summarization via non-parametric Bayesian, IEEE Transactions on Circuits and Systems for Video Technology, 26(10):1931 – 1942,2016
  40. Yueting Zhuang, Jun Song, Fei Wu, Xi Li, Zhongfei Zhang, Rui Yong, Multi-modal Deep Embedding via Hierarchical Grounded Compositional Semantics, IEEE Transactions on Circuits and Systems for Video Technology, 10.1109/TCSVT.2016.2606648
  41. Hanqi Wang, Fei Wu, Weiming Lu, Yi Yang, Xi Li, Xuelong Li,Yueting Zhuang, Identifying Objective and Subjective Words via Topic Modeling, IEEE Transactions on Neural Networks and Learning Systems(online)
  42. Yueting Zhuang, Fei Wu, Chun Chen, Yunhe Pan, Challenges and opportunities  from big data to Knowledge in AI2.0, Frontiers of Information Technology & Electronic Engineering, 2017,18(1):3-14
  43. Fei Wu, Zhuhao Wang, Weiming Lu, Xi Li, Yi Yang, Jiebo Luo, Yueting Zhuang, Regularized Deep Belief Network for Image Attribute Detection, IEEE Transactions on Circuits and Systems for Video Technology, 27(7): 1464-1477,2017
  44. Song Jun, Jun Xiao, Fei Wu, Haishan  Wu, Tong Zhang, Zhongfei Zhang, Wenwu Zhu, Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion, IEEE Transactions on Knowledge and Data Engineering (accepted)
  45.  Fei Wu, Xinyu Duan, Jun Xiao, Zhou Zhao, Siliang Tang, Yin Zhang, and Yueting Zhuang, Temporal Interaction and Causation Influence in Community-based Question Answering, IEEE Transactions on Knowledge and Data Engineering (accepted)