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2017
会议

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. .

21 . 李宗民、蒋迪、刘玉杰、李华 . 结合空间上下文的局部约束线性特征编码 . 计算机辅助设计与图形学学报, 29(2):254-261,2017 (EI). .

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. .

期刊

1.Jing Zheng, Fuzhen Zhuang, Chuan ShiLocal Ensemble across Multiple Sources for Collaborative Filtering26th 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 ChenSignInstructor: 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 TianMultimodal Gaussian Process Latent Variable Models with HarmonizationInternational Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017

4.Huajie Jiang, Ruiping Wang,Shiguang Shan,Yi Yang,Xilin ChenLearning Discriminative Latent Attributes for Zero-Shot ClassificationIEEE 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 TianMulti-Networks Joint Learning for Large-Scale Cross-Modal Retrieval25th ACM International Conference on Multimedia (ACMMM), Mountain View, CA, USA, October 23-27, 2017.

6.Mo Hanlin,Li Shirui, Hao You,Li HuaShape-Color Differential Moment Invariants under Affine TransformationsCCF 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 HuaA Kind of Affine Weighted Moment InvariantsCCF 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 ChenRecursive Spatial Transformer (ReST) for Alignment-Free Face RecognitionIEEE 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 MeiA 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 JiangRGB-D Scene Recognition with Object-to-Object RelationACM Multimedia, USA, 2017-10-23, Page 600-608

11.Xuesong Niu, Hu Han, Shiguang Shan, and Xilin ChenContinuous Heart Rate Measurement from Face: A Robust rPPG Approach with Distribution LearningInternational 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 FeatureIEEE International Conference on Computer Vision (ICCV 2017) workshop,Venice Italy,2017/10/29, Page 4321-4329.

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

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

15.Hao You,Li Shirui,Mo Hanlin,Li HuaAffine-Gradient Based Local Binary Pattern Descriptor for Texture ClassificationThe 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 LiuCASICT-DCU Neural Machine Translation Systems for WMT172017 Second Conference on Machine Translation(WMT 2017), Copenhagen, Denmark. September,2017. Page 428-431.

17.Li Shirui,Alper Yilmaz,Xiao Changlin,Li Hua4d isip: 4d implicit surface interest point detectionThe 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, QunFurther Investigation into Reference Bias in Monolingual Evaluation of Machine Translationthe 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, QunBlend: a Novel Combined MT Metric Based on Direct Assessment —— CASICT-DCU submission to WMT17 Metrics TaskSecond Conference on Machine Translation. Copenhagen, Denmark. September,2017. Page 598-603.

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

21.Xiaqing Xu, Bingpeng Ma, Hong Chang, Xilin ChenSIAMESE RECURRENT ARCHITECTURE FOR VISUAL TRACKINGICIP2017

22.Fuzhen Zhuang, Lang Huang, He Jia, Jixin Ma and Qing HeTransfer Learning with Manifold Regularized Convolutional Neural NetworkInternational 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 LongNonlinear Maximum Margin Multi-view Learning with Adaptive Kernel26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Melbourne, Australia in August 2017.

24.Jinchao Zhang, Mingxuan Wang, Qun Liu and Jie ZhouIncorporating Word Reordering Knowledge into Attention-based Neural Machine TranslationACL2017. Vancouver, Canada. August 2017. Page 1524-1534.

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

26.Kongming Liang, Yuhong Guo, Hong Chang, Xilin ChenIncomplete Attribute Learning with Auxiliary LabelsProceedings 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 TianAdaptively Unified Semi-supervised Learning for Cross-modal RetrievalInternational Joint Conference on Artificial Intelligence (IJCAI), August 19-25 2017, Melbourne, Australia

28.Mingxuan Wang, Zhengdong Lu, Jie Zhou, Qun LiuDeep Neural Machine Translation with Linear Associative UnitACL2017. Vancouver, Canada. August 2017. Page 136-145.

29.Peifeng Yin, Ping Luo and Taiga NakamuraSmall Batch or Large Batch? Gaussian Walk with Rebound Can TeachProceedings 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 ZhouDual Track Multimodal Automatic Learning through Human-Robot InteractionIJCAI( 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 XuDependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion RecognitionInternational Joint Conference on Artificial Intelligence (IJCAI), August 19-25 2017, Melbourne, Australia

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

33.Zhongzhi Shi, Gang ma, Jianqing LiMachine Consciousness of Mind Model CAMKnowledge 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 ChenLearning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval TasksIEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), USA, 2017-07-21, Page 6259-6268

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

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

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

39.Wen Wang, Ruiping Wang,Shiguang Shan,Xilin ChenDiscriminative Covariance Oriented Representation Learning for Face Recognition with Image SetsIEEE 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. LauKeyword-driven image captioning via Context-dependent Bilateral LSTMICME(IEEE International Conference on Multimedia and Expo ), China, 2017-7-10, Page 781-786

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

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

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

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

45.Lanqing Hu,Meina Kan, Shiguang Shan, Xilin ChenLDF-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 HeMining Precise-positioning Episode Rules from Event Sequences2017 IEEE 33rd International Conference on Data Engineering(ICDE-17)

47.Xin Liu, Meina Kan, Shiguang Shan, Xilin ChenNoisy Face Image Sets Refining Collaborated with Discriminant Feature Space LearningIEEE 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 ChenSelf-Error-Correcting Convolutional Neural Network for Learning with Noisy LabelsIEEE 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 ShanA Fully End-to-End Cascaded CNN for Facial Landmark DetectionIEEE 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 HeSequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation26th International Conference on World Wide Web (WWW 2017), April 2017, Perth, Australia.

51.Fuzhen Zhuang,Dan Luo, Nicholas Jing Yuan, Xing Xie, Qing HeRepresentation Learning with Pair-wise Constraints for Collaborative Rankingthe 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 GenerationThe Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), 2017, February 4–9,San Francisco, California, USA.

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