Conference Papers
[1] M Zhou, L Wang, Z Niu, N Zheng, G Hua. Practical Relative Order Attack in Deep Ranking. ICCV 2021
[2] B Dong, Z Huang, Y Guo, Q Wang, Z Niu, W Zuo. Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters. ICCV 2021
[3] M. Zhou, Z Niu, G Hua. Adversarial Ranking Attack and Defense. ECCV 2020. https://github.com/cdluminate/advrank
[4] M. Zhou, Z Niu, G Hua. Ladder Loss for Coherent Visual-Semantic Embedding. AAAI 2020.
[5] Z. Liu, L Wang, Z Niu, G Hua. Weakly supervised temporal action localization through contrast based evaluation networks. ICCV 2019.
[6] Z. Gao, L Wang, Z Niu, G Hua. Video imprint segmentation for temporal action detection in untrimmed videos. AAAI 2019.
[7] Z. Niu, M. Zhou, L. Wang, X. Gao, G. Hua. Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding. ICCV, 2017.
[8] Z. Niu, M. Zhou, X. Gao, G. Hua. Ordinal Regression with Multiple Output CNN for Age Estimation. CVPR, 2016.
[9] Z. Niu, G. Hua，X. Gao and Q. Tian. Semi-supervised Relational Topic Model for Image Recognition in Social Media. CVPR, 2014.
[10] Z. Niu, S. Zhang, X. Gao and Q. Tian. Personalized Visual Vocabulary Adaption for Social Image Retrieval. ACM International Conference on Multimedia (ACM MM), 2014.
[11] Z. Niu, G. Hua, X. Gao, Q. Tian. Context-aware Topic Model for Scene Recognition. CVPR, 2012.
[12] Z. Niu, G. Hua, X. Gao, Q. Tian. Spatial-DiscLDA for Visual Recognition. CVPR, 2011.
[13] Z. Niu, Q. Tian, X. Gao. Real-World Trajectory Extraction for Attack Pattern Analysis in Soccer Video. ACM International Conference on Multimedia (ACM MM), 2010.
Journal Papers
[1] L Wang, Q Zhang, Z Niu, N Zheng, G Hua. Object Co-segmentation in Noisy Videos with Multilevel Hypergraph. IEEE Transactions on Multimedia (TMM), 2020.
[2] Z Gao, L Wang, N Jojic, Z Niu, N Zheng, G Hua. Video Imprint. IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
[3] Z Liu, L Wang, G Hua, Q Zhang, Z Niu, Y Wu, N Zheng. Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks. IEEE Trans. on Image Processing (TIP), 2018.
[4] B Yuan, X Gao, Z Niu. Discovering Latent Aspects for Diversity-Induced Image Retrieval. IEEE MultiMedia, 2018
[5] Z. Niu, X. Gao, and G. Hua. Knowledge Based Topic Model for Unsupervised Object Discovery and Localization. IEEE Trans. on Image Processing (TIP), 2017.
[6] L. Wang, G. Hua, R. Sukthankar, Z. Niu, and N. Zheng. Video Object Discovery and Co-Segmentation with Extremely Weak Supervision. IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2016.
[7] Z. Niu, G. Hua, Q. Tian and X.-B. Gao. Visual Topic Network: Building Better Image Representation for Images in Social Media. Computer Vision and Image Understanding (CVIU), 2015.
[8] Z. Niu, X. Gao, and Q. Tian. Tactic Analysis Based on Ball Real-World Trajectory in Soccer video. Pattern Recognition (PR), 2011.
[9] X. Gao, Z. Niu, D. Tao, and X. Li. Non-goal scene analysis for soccer video. Neurocomputing, 2010.