1 . Chunjie Zhang, Chao Liang, Li Liang, Liu Jing, Qingming Huang, Qi Tian . Fine-grained Image Classification via Low-rank Sparse Coding with General and Class-specific Codebooks . IEEE Transactions on Neural Networks and Learning Systems, Vol. 28, Issue 7, 2017, 1550 – 1559 .

2 . Hu Han, Anil K. Jain, Fang Wang, Shiguang Shan, and Xilin Chen . Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach . IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), DOI: 10.1109/TPAMI.2017.2738004, Volume:39, Issue:12, 2017 .

3 . Jun Huang, Guorong Li, Shuhui Wang, Zhe Xue, Qingming Huang . Multi-label Classification by Exploiting Local Positive and Negative Pairwise Label Correlation . Neurocomputing, Vol. 257, 2017, 164-174. .

4 . Rotative Maximal Pattern: A Local Coloring Descriptor for Object Classification and Recognition . Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin . Information Sciences, Vol. 405, 2017, 190-206 .

5 . 李诗锐、郝优、墨瀚林、李琪、吕永春、李华 . 快速的非刚体人体运动三维重建 . 计算机辅助设计与图形学学报,2017 (EI). .

6 . 张博, 郝杰, 马刚, 史忠植 . 基于弱匹配概率典型相关性分析的图像自动标注[J]. . 软件学报, 28 (2): 292-309, 2017. .

7 . Gong Ming,Hao You,Mo Hanlin,Li Hua . Naturally Combined Shape-Color Moment Invariants under Affine Transformations . Computer Vision and Image Understanding, DOI: 10.1016/j.cviu.2017.07.003 (SCI)，Volume:162,Pages:46-56，（September 2017）. .

8 . Guoli Song, Shuhui Wang，Qingming Huang, Qi Tian . Multimodal Similarity Gaussian Process Latent Variable Model . IEEE Transactions on Image Processing, 26(9):4168-4181, 2017 .

9 . Hai Zhuge, Lei He . Automatic maintenance of category hierarchy . Future Generation Computer Systems, Volume 67, 2017, Pages 1-12. .

10 . Wen Wang, Ruiping Wang，Shiguang Shan，Xilin Chen . Prototype Discriminative Learning for Image Set Classification . IEEE Signal Processing Letters, 24(9):1318-1322,2017 .

11 . Weiqing Min, Shuqiang Jiang, Shuhui Wang, Ruihan Xu, Yushan Cao, Luis Herranz, Zhiqiang He . A survey on context-aware mobile visual recognition . Multimedia Systems, 23(6):647-665,2017 .

12 . Xinhang Song, Shuqiang Jiang, Luis Herranz . Multi-Scale Multi-Feature Context Modeling for Scene Recognition in the Semantic Manifold . IEEE Trans. Image Processing, 26(6):2721-2735,2017 .

13 . Weiqing Min, Shuqiang Jiang, Jitao Sang, Huayang Wang, Xinda Liu, Luis Herranz . Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration . IEEE Trans. Multimedia, 19(5):1100-1113,2017 .

14 . 陈宏申，刘群 . 利用编码器–解码器学习依存边翻译规则表示 . 中国科学: 信息科学，第 47 卷，第 8 期，页码: 1036–1050，2017 年 .

15 . Jiaming Zhang, Shuhui Wang，Qingming Huang . Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieva . ACM Transactions on Intelligent Systems and Technology, 8(3):1-21, 2017 .

16 . Xiong Lv, Xinda Liu, Xiangyang Li, Xue Li, Shuqiang Jiang, Zhiqiang He . Modality-specific and hierarchical feature learning for RGB-D hand-held object recognition . Multimedia Tools and Applications, 76(3):4273-4290,2017. .

17 . Enhong Chen, Guangxiang Zeng, Ping Luo, Hengshu Zhu, Jilei Tian, Hui Xiong. . Discerning individual interests and shared interests for social user profiling . World Wide Web Journal，20(2): 417-435 (2017). .

18 . Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He . Supervised Representation Learning with Double Encoding-layer Autoencoder for Transfer Learning. . ACM Transactions on Intelligent Systems and Technology (TIST) ISSN:2157-6904 Volume:9 Issue:2 Page:1-17, 2017. .

19 . Luis Herranz, Shuqiang Jiang, Ruihan Xu . Modeling Restaurant Context for Food Recognition . IEEE Trans. Multimedia, 19(2):430-440,2017 .

20 . 李宏义、韩东、李华、陈敏 . 全身纤维结缔组织网络中的界面传输现象 . 生理科学研究进展, 48(2):81-87,2017. .

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22 . Fuzhen Zhuang，Zhiqiang Zhang，Mingda Qiana，Chuan Shi，Xing Xie，Qing He . Representation learning via Dual-Autoencoder for recommendation . Neural Networks，Volume 90, June 2017, Pages 83-89. .

23 . J Zheng, J Liu, C Shi, F Zhuang, J Li, B Wu . Recommendation in heterogeneous information network via dual similarity regularization . International Journal of Data Science and Analytics, 2017 , 3 (1) :35-48. .

1 . Jing Zheng, Fuzhen Zhuang, Chuan Shi . Local Ensemble across Multiple Sources for Collaborative Filtering . 26th ACM International Conference on Information and Knowledge Management（CIKM 2017），Nov 6, 2017 - Nov 10, 2017，SINGAPORE. .

2 . Xiujuan Chai, Zhuang Liu, Yongjun Li, Fang Yin, Xilin Chen . SignInstructor: An Effective Tool for Sign Language Vocabulary Learning . 亚洲模式识别会议, 南京（中国）, 2017/11/26. .

3 . Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian . Multimodal Gaussian Process Latent Variable Models with Harmonization . International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017 .

4 . Huajie Jiang, Ruiping Wang，Shiguang Shan，Yi Yang，Xilin Chen . Learning Discriminative Latent Attributes for Zero-Shot Classification . IEEE International Conference on Computer Vision (ICCV 2017), Venice Italy, 2017-10-22, Page 4223-4232. .

5 . Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian . Multi-Networks Joint Learning for Large-Scale Cross-Modal Retrieval . 25th ACM International Conference on Multimedia (ACMMM), Mountain View, CA, USA, October 23-27, 2017. .

6 . Mo Hanlin,Li Shirui, Hao You,Li Hua . Shape-Color Differential Moment Invariants under Affine Transformations . CCF Chinese Conference on Computer Vision(CCCV), 中国，天津，2017年10月11号至14号. .

7 . Mo Hanlin,Li Shirui, Hao You,Li Hua . A Kind of Affine Weighted Moment Invariants . CCF Chinese Conference on Computer Vision(CCCV), 中国，天津，2017年10月11号至14号. .

8 . Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen . Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition . IEEE International Conference on Computer Vision (ICCV), Venice, Italy, Oct 22, 2017 – Oct 29, 2017, pp. 3772-3780. .

9 . Weiqing Min, Shuqiang Jiang, Shuhui Wang, Jitao Sang, Shuhuan Mei . A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Attributes, . ACM Multimedia, USA, 2017-10-23, Page 402-410 .

10 . Xinhang Song, Chengpeng Chen, Shuqiang Jiang . RGB-D Scene Recognition with Object-to-Object Relation . ACM Multimedia, USA, 2017-10-23, Page 600-608 .

11 . Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen . Continuous Heart Rate Measurement from Face: A Robust rPPG Approach with Distribution Learning . International Joint Conference on Biometrics, USA, 2017/10/1, Page 1-9 .

12 . Zhipeng Liu, Xiujuan Chai, Zhuang Liu, Xilin Chen. . Continuous Gesture Recognition with Hand-oriented Spatiotemporal Feature . IEEE International Conference on Computer Vision (ICCV 2017) workshop，Venice Italy，2017/10/29, Page 4321-4329. .

13 . Zhongzhi Shi, Gang Ma, Jianqing Li . Collaborative Model in Brain-Computer Integration . International Conference on Intelligence Science. Shanghai, China, 2017, October 25-28, pp:10-21. .

14 . Difei Gao, Ruiping Wang，Shiguang Shan，Xilin Chen . Visual Textbook Network: Watch Carefully before Answering Visual Questions . British Machine Vision Conference (BMVC 2017), England, 2017-09-04, Page 1-12 .

15 . Hao You,Li Shirui,Mo Hanlin,Li Hua . Affine-Gradient Based Local Binary Pattern Descriptor for Texture Classification . The 9th International Conference on Image and Graphics(ICIG), 中国，上海，2017年9月13至15号. .

16 . Jinchao Zhang, Peerachet Porkaew, Jiawei Hu, Qiuye Zhao, Qun Liu . CASICT-DCU Neural Machine Translation Systems for WMT17 . 2017 Second Conference on Machine Translation（WMT 2017）, Copenhagen, Denmark. September,2017. Page 428-431. .

17 . Li Shirui,Alper Yilmaz,Xiao Changlin,Li Hua . 4d isip: 4d implicit surface interest point detection . The 9th International Conference on Image and Graphics(ICIG), 中国，上海，2017年9月13至15号. .

18 . Ma, Qingsong and Graham, Yvette and Baldwin, Timothy and Liu, Qun . Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation . the 2017 Conference on Empirical Methods in Natural Language Processing. September,2017. Copenhagen, Denmark. Page 2466-2475 .

19 . Ma, Qingsong and Graham, Yvette and Wang, Shugen and Liu, Qun . Blend: a Novel Combined MT Metric Based on Direct Assessment —— CASICT-DCU submission to WMT17 Metrics Task . Second Conference on Machine Translation. Copenhagen, Denmark. September,2017. Page 598-603. .

20 . Sisi Liang, Xiangyang Li, Yongqing Zhu, Xue Li, Shuqiang Jiang . ISIA at the ImageCLEF 2017 Image Caption Task . CLEF (Conference and Labs of the Evaluation Forum), Ireland, 2017-9-11. .

21 . Xiaqing Xu, Bingpeng Ma, Hong Chang, Xilin Chen . SIAMESE RECURRENT ARCHITECTURE FOR VISUAL TRACKING . ICIP2017 .

22 . Fuzhen Zhuang, Lang Huang, He Jia, Jixin Ma and Qing He . Transfer Learning with Manifold Regularized Convolutional Neural Network . International Conference on Knowledge Science, Engineering and Management( KSEM 2017) , August 19 2017, Melbourne, Australia. .

23 . Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long . Nonlinear Maximum Margin Multi-view Learning with Adaptive Kernel . 26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Melbourne, Australia in August 2017. .

24 . Jinchao Zhang, Mingxuan Wang, Qun Liu and Jie Zhou . Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation . ACL2017. Vancouver, Canada. August 2017. Page 1524-1534. .

25 . Jinchao Zhang, Qun Liu, Jie Zhou . ME-MD: An Effective Framework for Neural Machine Translation with Multiple Encoders and Decoders . IJCAI 2017. Melbourne, Australia. August 2017. Page 3392-3398. .

26 . Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen . Incomplete Attribute Learning with Auxiliary Labels . Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17), Page 2252-2256. .

27 . Liang Zhang, Bingpeng Ma, Jianfeng He, Guorong Li, Qingming Huang, and Qi Tian . Adaptively Unified Semi-supervised Learning for Cross-modal Retrieval . International Joint Conference on Artificial Intelligence (IJCAI), August 19-25 2017, Melbourne, Australia .

28 . Mingxuan Wang, Zhengdong Lu, Jie Zhou, Qun Liu . Deep Neural Machine Translation with Linear Associative Unit . ACL2017. Vancouver, Canada. August 2017. Page 136-145. .

29 . Peifeng Yin, Ping Luo and Taiga Nakamura . Small Batch or Large Batch? Gaussian Walk with Rebound Can Teach . Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017. .

30 . Shuqiang Jiang, Weiqing Min, Xue Li, Huayang Wang, Jian Sun, Jiaqi Zhou . Dual Track Multimodal Automatic Learning through Human-Robot Interaction . IJCAI( International Joint Conference on Artificial Intelligence), Australia, 2017-8-19, Page 4485-4491. .

31 . Xinge Zhu, Liang Li, Weigang Zhang, Tianrong Rao, Min Xu, Qingming Huang and Dong Xu . Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition . International Joint Conference on Artificial Intelligence (IJCAI), August 19-25 2017, Melbourne, Australia .

32 . Xinhang Song, Shuqiang Jiang, Luis Herranz . Combining Models from Multiple Sources for RGB-D Scene Recognition . IJCAI( International Joint Conference on Artificial Intelligence), Australia, 2017-8-19, Page 4523-4529. .

33 . Zhongzhi Shi, Gang ma, Jianqing Li . Machine Consciousness of Mind Model CAM . Knowledge Management in Organizations. Beijing, China, 2017, August 21-24, pp:16-26. .

34 . Gang Ma, Zhentao Tang, Xi Yang, Zhongzhi Shi, Kun Yang. . Visual Scenes Mining for Agent Awareness Module. . Industrial Conference on Data Mining. New York, USA, 2017, July 12-13, pp:166-180. .

35 . Haomiao Liu, Ruiping Wang，Shiguang Shan，Xilin Chen . Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks . IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), USA, 2017-07-21, Page 6259-6268 .

36 . Junbao Zhuo, Shuhui Wang，Weigang Zhang，Qingming Huang . Deep Unsupervised Convolutional Domain Adaptation, . ACM Multimedia (ACMMM), USA, 2017-07-23 .

37 . Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang . Metric based on Multi-order Spaces for Cross-modal Retrieval . IEEE International Conference on Multimedia and Expo (ICME), July 10-14, 2017, Hong Kong, China .

38 . Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang . A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning . IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, Hawaii, USA .

39 . Wen Wang, Ruiping Wang，Shiguang Shan，Xilin Chen . Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets . IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), USA, 2017-07-21, Page 5749-5758 .

40 . Xiaodan Zhang, Shengfeng He, Xinhang Song, Pengxu Wei, Shuqiang Jiang, Qixiang Ye, Jianbin Jiao, Rynson W. H. Lau . Keyword-driven image captioning via Context-dependent Bilateral LSTM . ICME(IEEE International Conference on Multimedia and Expo ), China, 2017-7-10, Page 781-786 .

41 . Yaohui Zhu, Shuqiang Jiang, Xiangyang Li . Visual relationship detection with object spatial distribution . ICME(IEEE International Conference on Multimedia and Expo ), China, 2017-7-10, Page 379-384. .

42 . Yiling Wu, Shuhui Wang，Qingming Huang . Online low-rank similarity function learning with adaptive relative margin for cross-modal retrieval . IEEE International Conference on Multimedia and Expo (ICME), China, 2017-07-10 .

43 . Yiling Wu, Shuhui Wang，Weigang Zhang，Qingming Huang . Online Asymmetric Similarity Learning for Cross-Modal Retrieval . IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), USA, 2017-07-22 .

44 . Fang Wang, Hu Han, Shiguang Shan, and Xilin Chen . Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes . IEEE International Conference on Automatic Face and Gesture Recognition, USA, 2017/5/29. .

45 . Lanqing Hu,Meina Kan, Shiguang Shan, Xilin Chen . LDF-Net: Learning a Displacement Field Network for Face Recognition Across Pose. . IEEE Conference on Automatic Face and Gesture Recognition (FG), Washington, DC. USA, May 30 –June 3, 2017, pp. 9 – 16. .

46 . Xiang Ao, Ping Luo, Jin Wang, Fuzhen Zhuang, Qing He . Mining Precise-positioning Episode Rules from Event Sequences . 2017 IEEE 33rd International Conference on Data Engineering（ICDE-17） .

47 . Xin Liu, Meina Kan, Shiguang Shan, Xilin Chen . Noisy Face Image Sets Refining Collaborated with Discriminant Feature Space Learning . IEEE Conference on Automatic Face and Gesture Recognition (FG), , Washington, DC. USA, May 30 –June 3, 2017, pp. 544-550. .

48 . Xin Liu, Shaoxin Li, Meina Kan, Shiguang Shan, Xilin Chen . Self-Error-Correcting Convolutional Neural Network for Learning with Noisy Labels . IEEE Conference on Automatic Face and Gesture Recognition (FG), Washington, DC. USA, May 30 –June 3, 2017, pp. 111-117 .

49 . Zhenliang He, Meina Kan, Jie Zhang, Xilin Chen, Shiguang Shan . A Fully End-to-End Cascaded CNN for Facial Landmark Detection . IEEE Conference on Automatic Face and Gesture Recognition (FG) , Washington, DC. USA, May 30 –June 3, 2017, pp. 200-207. .

50 . Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He . Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation . 26th International Conference on World Wide Web (WWW 2017), April 2017, Perth, Australia. .

51 . Fuzhen Zhuang，Dan Luo, Nicholas Jing Yuan, Xing Xie, Qing He . Representation Learning with Pair-wise Constraints for Collaborative Ranking . the Tenth ACM International Conference on Web Search and Data Mining (WSDM2017), February06-10,2017,Cambridge,UnitedKingdom. .

52 . Ganbin Zhou, Ping Luo, Rongyu Cao, Fen Lin, Bo Chen, Qing He. . Mechanism-Aware Neural Machine for Dialogue Response Generation . The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), 2017, February 4–9,San Francisco, California, USA. .

53 . Xinhang Song, Luis Herranz, Shuqiang Jiang . Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs . Association for the Advance of Artificial Intelligence（AAAI）, America, 2017-2-4, Page 4271-4277. .