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2 . Chuan Shi, Jian Liu, Fuzhen Zhuang, Philip S. Yu, Bin Wu . Integrating heterogeneous information via flexible regularization framework for recommendation . Knowledge and Information Systems Volume 49, Issue 3, pp 835–859 .

3 . Hai Zhuge and Xiaoping Sun . Semantics, Knowledge and Grids on Big Data . Future Generation Comp. Syst 卷：64，期，页：163-164 .

4 . Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen . Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition . IEEE Transactions on Image Processing vol. 25, no. 12, pp. 5920-5932 .

5 . Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen . Spatial Pyramid Covariance based Compact Video Code for Robust Face Retrieval in TV-series . IEEE Transactions on Image Processing vol. 25, no. 12, pp. 5905-5919, Dec. 2016 .

6 . Chunjie Zhang,Yifan Zhang,Xiaobin Zhu,Zhe Xue,Lei Qin, , Qingming Huang, Qi Tian . Socio-mobile landmark recognition using local features with adaptive region selection . Neurocomputing 1;100-113 .

7 . Deyi Xiong, Fandong Meng, Qun Liu . Topic-based term translation models for statistical machine translation . Artificial Intelligence 2016, 232(C):54-75 .

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9 . Lingyang Chu, Yanyan Zhang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang . Effective Multimodality Fusion Framework for Cross-Media Topic Detection . IEEE Trans. Circuits Syst. Video Techn. 26(3): 556-569 .

10 . Hanjie Wang, Xiujuan Chai, Xilin Chen . Sparse Observation(SO) Alignment for Sign Language Recognition . Neurocomputing 175(2016):674-685 .

11 . Mengyi Liu, Ruiping Wang, Shiguang Shan, Xilin Chen . Learning Prototypes and Similes on Grassmann Manifold for Spontaneous Expression Recognition . Computer Vision and Image Understanding vol. 147, pp. 95-101 .

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1 . Chuan Shi, Bowei He, Menghao Zhang, Fuzheng Zhuang, and Philip S. Yu . Expenditure Aware Rating Prediction for Recommendation . 2016 IEEE International Conference on Big Data .

2 . Fandong Meng, Zhengdong Lu, Hang Li , Qun Liu . Interactive Attention for Neural Machine Translation . The 26th International Conference on Computational Linguistics .

3 . Lei He, Wei Li, Hai Zhuge . Abstractive News Summarization Based on Event Semantic Link Network . 26th International Conference on Computational Linguistics, Proceedings of the Conference .

4 . Qingsong Ma, Fandong Meng, Daqi Zheng, Mingxuan Wang, Yvette Graham, Wenbin Jiang, Qun Liu . MaxSD: A Neural Machine Translation Evaluation Metric Optimized by Maximizing Similarity Distance . The Fifth Conference on Natural Language Processing and Chinese Computing .

5 . Qiuye Zhao, Qun Liu . A subtree-based factorization of dependency parsing . The 26th International Conference on Computational Linguistics .

6 . Wei Li, Lei He, Hai Zhuge . Exploring Differential Topic Models for Comparative Summarization of Scientific Papers . 26th International Conference on Computational Linguistics, Proceedings of the Conference .

7 . Xiujuan Chai, Zhipeng Liu, Fang Yin, Zhuang Liu, Xilin Chen. . Two Streams Recurrent Neural Networks for Large-Scale Continuous Gesture Recognition . International Conference on Pattern Recognition .

8 . Zhihong Miao and Qing He . A Fast Algorithm for Sparse ELM via a New Clipping Scheme . The 7th International Conference on Extreme Learning Machines .

9 . Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang . Variational Neural Discourse Relation Recognizer . Conference on Empirical Methods in Natural Language Processing .

10 . Hongshen Chen, Yue Zhang, Qun Liu . Neural Network for Heterogeneous Annotations . Conference on Empirical Methods in Natural Language Processing .

11 . Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu . Memory-enhanced Decoder for Neural Machine Translation . Conference on Empirical Methods in Natural Language Processing .

12 . Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen . Deep Video Code for Efficient Face Video Retrieval . 13th Asian Conference on Computer Vision .

13 . Sixue Gong, Hu Han, Shiguang Shan, and Xilin Chen . Actions Recognition in Crowd Based on Coarse-to-Fine Multi-Object Tracking . Asian Conference on Computer Vision (ACCV) Workshops .

14 . Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen . Prototype Discriminative Learning for Face Image Set Classification . 13th Asian Conference on Computer Vision .

15 . Wenbin Jiang, Wen Zhang, Jinan Xu, Rangjia Cai . Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation . Conference on Empirical Methods in Natural Language Processing .

16 . Xuesong Deng, Bingpeng ma, Hong Chang, Shiguang Shan, Xilin Chen . Deep Second-order Siamese Network for Pedestrian Re-identification . Asian Conference on Computer Vision .

17 . Yuheng Lu, Ruiping Wang, Shiguang Shan, Xilin Chen . Multiple-shot Person Re-identication via Riemannian Discriminative Learning . Workshop of 13th Asian Conference on Computer Vision .

18 . Fang Yin, Xiujuan Chai, Xilin Chen . Iterative Reference Driven Metric Learning for Signer-Independent Isolated Sign Language Recognition . European Conference on Computer Vision .

19 . Fuzhen Zhuang, Qing He . Ensemble of Anchor Adapters for Transfer Learning . the 25th ACM International on Conference on Information and Knowledge Management .

20 . Jianfeng He, Bingpeng Ma, Shuhui Wang, Yugui Liu, Qingming Huang . Cross-modal Retrieval by Real Label Partial Least Squares . ACMMM .

21 . Keyurkumar Patel, Hu Han, and Anil K. Jain . Cross-Database Face Antispoofing with Robust Feature Representation . The 11th Chinese Conference on Biometric Recognition .

22 . Xiangyang Li, Xinhang Song, Luis Herranz, Yaohui Zhu, Shuqiang Jiang . Image Captioning with both Object and Scene Information . Proceedings of the 2016 ACM on Multimedia Conference .

23 . Y Zhang, L Qin, Q Huang, K Yang, J Zhang, H Yao . From Seed Discovery to Deep Reconstruction: Predicting Saliency in Crowd via Deep Networks . ACM on Multimedia Conference .

24 . 张金超，孟凡东，王明轩，郑达奇， 姜文斌，刘群 . Is Local Window Essential for Neural Network based Chinese Word Segmentation ? . The Fifteenth China National Conference on Computational Linguistics .

25 . 陈宏申，刘群 . 依存边转换翻译规则生成器 . The Fifteenth China National Conference on Computational Linguistics .

26 . Changying Du, Fuzhen Zhuang, Jia He, Qing He, and Guoping Long . Learning beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling . The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery .

27 . Huayang Wang, MinWeiqing Min, Xiangyang Li, Shuqiang Jiang . Where and What to Eat: Simultaneous Restaurant and Dish Recognition from Food Image . The Pacific-Rim Conference on Multimedia .

28 . Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen . Attribute Conjunction Learning with Recurrent Neural Network . European Conference on Machine Learning .

29 . Xiangyang Li, Luis Herranz, Shuqiang Jiang . Heterogeneous Convolutional Neural Networks for Visual Recognition . The Pacific-Rim Conference on Multimedia .

30 . Xue Li, Shuqiang Jiang, Xiong Lv, Chengpeng Chen . Learn to Recognize Hand-held Objects from Scratch . The Pacific-Rim Conference on Multimedia .

31 . Jingqiang Chen, Hai Zhuge . Summarization of Related Work through Citations . 12th International Conference on Semantics, Knowledge and Grids .

32 . Leixian Qiao，Xue Li， Shuqiang Jiang . RGB-D Object Recognition from Hand-Held Object Teaching . International Conference on Internet Multimedia Computing and Service .

33 . Mengyun Cao, Xiaoping Sun, Hai Zhuge . The Role of Cause-Effect Link within Scientific Paper . 12th International Conference on Semantics, Knowledge and Grids .

34 . Ping Luo, Su Yan, Zhiqiang Liu, Zhiyong Shen, Shengwen Yang, Qing He . From Online Behaviors to Offline Retailing . 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining .

35 . H Ma, M Jia, X Lin, F Zhuang . Tag correlation and user social relation based microblog recommendation . 2016 International Joint Conference on Neural Networks .

36 . Jia He, Changying Du, Fuzhen Zhuang,Yin Xin, Qing He, Guoping Long. . Online Bayesian Max-margin Subspace Multi-view Learning, . International Joint Conference on Artificial Intelligence, .

37 . Ping Luo, Ganbin Zhou, Qing He . Browsing Regularities in Hedonic Content Systems: the More the Merrier? . International Joint Conference on Artificial Intelligence .

38 . Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li. . Online Bayesian Multiple Kernel Bipartite Ranking . The Conference on Uncertainty in Artificial Intelligence .

39 . Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen . Deep Supervised Hashing for Fast Image Retrieval . IEEE Conference on Computer Vision and Pattern Recognition .

40 . Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen . Occlusion-free Face Alignment: Deep Regression Networks Coupled with De-corrupt AutoEncoders . IEEE Conference on Computer Vision and Pattern Recognition .

41 . Luis Herranz, Shuqiang Jiang, Xiangyang Li . Scene Recognition with CNNs: Objects, Scales and Dataset Bias . 2016 IEEE Conference on Computer Vision and Pattern Recognition .

42 . Meina Kan, Shiguang Shan, Xilin Chen . Multi-view Deep Network for Cross-view Classification . IEEE Conference on Computer Vision and Pattern Recognition .

43 . Fandong Meng, Zhengdong Lu, Zhaopeng Tu, Hang Li, and Qun Liu . A Deep Memory-based Architecture for Sequence-to-Sequence Learning . the International Conference on Learning Representations - Workshop 2016 .

44 . Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He ,and Guoping Long . Bayesian Group Feature Selection for Support Vector Learning Machines . PAKDD 2016 .

45 . E Chen, G Zeng, P Luo, H Zhu, J Tian, H Xiong. . Discerning individual interests and shared interests for social user profiling . 25th International World Wide Web Conference World Wide Web .

46 . Jing Zheng, Jian Liu, Chuan Shi, Fuzhen Zhuang, Jingzhi Li, Bin Wu . Dual Similarity Regularization for Recommendation. Advances in Knowledge Discovery and Data Mining . The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) .