1 . Hong Hu, Panyi Ouyang, Liang Pang, Zhongzhi Shi . A Hybrid Approach of PTSVM and ELM Inspired by Samples’ Geometric Distribution Structure . The 2014 IEEE International Conference Granular Computing (GrC 2014) p 100-105, December 11, 2014 .

2 . Jun Huang, Guorong Li, Shuhui Wang and Qingming Huang . Categorizing Social Multimedia by Neighborhood Decision using Local Pairwise Label Correlation . IEEE International Conference on Data Mining (ICDM), Shenzhen, China, Dec. 13-14, 2014 .

3 . Lu Jiang, Deyu Meng, Shoou-I Yu, Zhenzhong Lan, Shiguang Shan, Alexander G. Hauptmann . Self-Paced Learning with Diversity . Neural Information Processing Systems (NIPS), Dec. 2014 .

4 . Sitong Yang, Heng Yu, Qun Liu . A Novel Rule Refinement Method for SMT through Simulated Post-Editing . The 3rd CCF Conference on Natural Language Processing and Chinese Computing (NLPCC 2014) /Springer CCIS series 496, p.113 .

5 . Sitong Yang, Heng Yu,Hongmei Zhao, Qun Liu,Yajuan lü . Review and Analysis of China Workshop on Machine Translation 2013 Evaluation . The eleventh biennial conference of the Association for Machine Translation in the Americas (AMTA 2014) .

6 . Yan Hua, Shuhui Wang, Siyuan Liu, Qingming Huang, Anni Cai . TINA: Cross-modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation . IEEE International Conference on Data Mining (ICDM), Shenzhen, China, Dec 2014 .

7 . Yi Liu, Dongming Zhang, Yongdong Zhang, Shouxun Lin . Real-Time Scene Text Detection Based on Stroke Model . International Conference on Pattern Recognition (ICPR) 2014: 3116-3120 .

8 . Zhen Cui, Hong Chang, Shiguang Shan, and Xilin Chen . Generalized Unsupervised Manifold Alignment . Neural Information Processing Systems (NIPS), Dec. 2014 .

9 . Baoyuan Qi, Gang Ma, Zhongzhi Shi, Wei Wang . Collecting Valuable Information from Fast Text Streams . The 8th International Conference on Intelligent Information Processing .

10 . Bingpeng Ma, Qian Li and Hong Chang . Gaussian Descriptor based on Local Features for Person Re-identification . Asian Conference on Computer Vision (ACCV), November 2014 .

11 . Canxiang Yan, Shiguang Shan, Dan Wang, Hao Li, Xilin Chen . View-Adaptive Metric Learning for Multi-view Person Re-identification . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

12 . Fandong Meng, Deyi Xiong, Wenbin Jiang, and Qun Liu . Modeling Term Translation for Document-informed Machine Translation. . Conference on Empirical Methods in Natural Language Processing (EMNLP 2014) 546-556页 .

13 . Jie Zhang, Meina Kan, Shiguang Shan, Xiaowe Zhao, and Xilin Chen . Topic-aware Deep Auto-encoders (TDA) for Face Alignment . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

14 . Kongming Liang, Hong Chang, Zhen Cui, Shiguang Shan, Xilin Chen . Representation Learning with Smooth Autoencoder . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

15 . Luis Herranz, Shuqiang Jiang . Accuracy and specificity trade-off in k-nearest neighbors classification . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

16 . Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan, Zhiwu Huang, Xilin Chen . Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild . ACM International Conference on Multimodal Interaction (ICMI), Nov. 2014 .

17 . Mengyi Liu, Shaoxin Li, Shiguang Shan, Ruiping Wang, and Xilin Chen . Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Recognition . Asian Conference on Computer Vision (ACCV), Nov, 2014 .

18 . Xiangyang Li, Shuqiang Jiang, Xinhang Song, Luis Herranz, Zhiping Shi . Multipath Convolutional-Recursive Neural Networks for Object Recognition . Intelligent Information Processing, pp. 269-277, 2014 .

19 . Xin Liu. Shiguang Shan, Shaoxin Li, Alexander G. Hauptmann . Everything is in the Face? Represent Faces with Object Bank . Asian Conference on Computer Vision (ACCV), November 2014 .

20 . Yang Cao, Ke Gao, Sheng Tang, Yongdong Zhang . A Representative Local Region Detector Based On Color-Contrast-MSER . ACM SIGMM International Conference on Multimedia Retrieval (ICMR) 2014: 415 .

21 . Yingkun Xu, Lei Qin, Qingming Huang, Guorong Li . Coupling Multiple Alignments and Re-ranking for Low-Latency Online Multi-target Tracking . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

22 . Yushun Lin, Xiujuan Chai, Yu Zhou, and Xilin Chen . Curve Matching from the View of Manifold for Sign Language Recognition . Asian Conference on Computer Vision (ACCV), November 2014 .

23 . Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen . Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification . Asian Conference on Computer Vision (ACCV), Nov. 2014 .

24 . Zhongzhi Shi, Xiaofeng Wang, Xi Yang . Cognitive Memory Systems in Consciousness and Memory Model . 2014 IEEE World Congress on Computational Intelligence，2014: 3887-3893 .

25 . Ji Wan, Dayong Wang, Steven Chu Hong Hoi, Pengcheng Wu, Jianke Zhu, Yongdong Zhang, Jintao Li . Deep Learning for Content-Based Image Retrieval: A Comprehensive Study. . ACM Multimedia(ACMMM) 2014: 157-166 .

26 . Li Shen, Gang Sun, Shuhui Wang, Enhua Wu and Qingming Huang . Sharing Model with Multi-level Feature Representations . IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30, 2014 .

27 . Li Shen, Gang Sun, Shuhui Wang, Enhua Wu and Qingming Huang . Sharing Model with Multi-level Feature Representations . IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30, 2014 .

28 . Qun Liu, Wenbin Jiang . Adaptation for Natural Language Processing . The 25th International Conference on Computational Linguistics 2014 .

29 . Wenbin Jiang, Liu Qun . Automatic Adaptation of Annotations . 第十四届中日自然语言处理联合推进会议 .

30 . Xiaopeng Yang, Tao Mei, Yongdong Zhang . Rescue Tail Queries: Learning to Image Search Re-rank via Click-wise Multimodal Fusion . ACM Multimedia (ACMMM)2014: 537-546 .

31 . Yan Hua, Shuhui Wang, Zhicheng Zhao, Qingming Huang and Anni Cai . Cross Modal Metric Learning with Multi-level Semantic Relevance . IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30, 2014 .

32 . Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang . DA-CCD: A Novel Action Representation by Deep Architecture of Local Depth Feature . IEEE International Conference on Image Processing (ICIP), Oct. 2014 .

33 . Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang . Weakly Supervised Cross-view Action Recognition via Sequential Motion Accumulation . IEEE International Conference on Image Processing (ICIP) , Oct. 2014 .

34 . Zhiwei Jin, Juan Cao, Yu-Gang Jiang, YongDong Zhang . News Credibility Evaluation on Microblog with a Hierarchical Propagation Model . IEEE International Conference on Data Mining(ICDM) 2014:230-239 .

35 . 何清 . 大数据的挑战性问题及关键技术 . 2014云计算大会 .

36 . 赵红梅，刘群 . 机器翻译常见错误类型总结 . 第十届全国机器翻译研讨会（CWMT2014） .

37 . Baoyuan Qi, Gang Ma, Zhongzhi Shi,Wei Wang . Efficiently Finding Top-K Items from Evolving Distributed Data Streams . The 10th International Conference on Semantics, Knowledge and Grids，2014: 137-140 .

38 . Hanxiao Sun, Wenjie Wang, Zhongzhi Shi . Parallel Factorization Machine Recommended Algorithm Based on Map Reduce . The 10th International Conference on Semantics, Knowledge and Grids，2014: 120-123 .

39 . Jie Zhang, Shiguang Shan, Meina Kan, Xilin Chen . Coarse-to-Fine Auto-encoder Networks (CFAN) for Real-time Face Alignment . European Conference on Computer Vision (ECCV), Sep. 2014 .

40 . Xiaoguang Gu, Yongdong Zhang, Dongming Zhang, Jintao Li . Representative local features mining for large-scale near-duplicates retrieval. . IEEE International Conference on Multimedia & Expo(ICME) 2014: 1-6 .

41 . Xing Yan, Hong Chang, Shiguang Shan, Xilin Chen . Modeling Video Dynamics with Deep Dynencoder . European Conference on Computer Vision (ECCV). vol. 8692, pp. 215-230, September 2014 .

42 . Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen . Compact Video Code and Its Application to Robust Face Retrieval in TV-Series . British Machine Vision Conference (BMVC), September, 2014 .

43 . Zhen Cui, Hong Chang, Shiguang Shan, Bineng Zhong, Xilin Chen . Deep Network Cascade for Image Super-resolution . European Conference on Computer Vision (ECCV), Sep. 2014 .

44 . Baoyuan Qi, Gang Ma, Zhongzhi Shi,Wei Wang . Efficiently Finding Top-K Items from Evolving Distributed Data Streams . The 8th International Conference on Intelligent Information Processing，2014: 96-105 .

45 . Bo Zhang, Jie Hao, Gang Ma, Jinpeng Yue, and Zhongzhi Shi . Semi-Paired Probabilistic Canonical Correlation Analysis . The 8th International Conference on Intelligent Information Processing，2014: 1-10 .

46 . Lunkai Zhang, Dmitri B. Strukov, Hebatallah Saadeldeen, Dongrui Fan, Mingzhe Zhang, Diana Franklin . SpongeDirectory: flexible sparse directories utilizing multi-level memristors. . In Proceeding of the 23rd international conference on Parallel architectures and compilation (PACT) 2014. pp. 61-74, August 24-27, 2014, Edmonton, Canada .

47 . Ronghang Hu, Ruiping Wang, Shiguang Shan, Xilin Chen . Robust Head-shoulder Detection Using a Two-Stage Cascade Framework . 22nd International Conference on Pattern Recognition (ICPR), Aug. 2014 .

48 . Tiancai Ye, Dongming Zhang, Guoqing Jin, Ke Gao, Xiaoguang Gu, Yongdong Zhang . Monte Carlo Sampling based Salient Region Detection . ACM SIGMM International Conference on Multimedia Retrieval (ICMR) 2014: 97 .

49 . 何清 . 大数据挖掘云服务 . 2014海峡两岸物联网与大数据研讨会 .

50 . Cheng Guo, Luis Herranz, Lifang Wu, Shuqiang Jiang . Region annotations in hashing based image retrieval . International Conference on Internet Multimedia Computing and Service(ICIMCS), July 2014 .

51 . Fei Jia, Junbiao Pang, Weigang Zhang, Guorong Li, Chunjie Zhang, Qingming Huang, Yugui Liu . Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades . IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, Jul. 13-17, 2014 .

52 . Lingyang Chu, Shuhui Wang, Yanyan Zhang, Shuqiang Jiang, Qingming Huang . Graph-Density-Based Visual Word Vocabulary for Image Retrieval . IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, Jul. 13-17, 2014 .

53 . Shuang Liu, Shuang Wang, Lifang Wu, Shuqiang Jiang . Multiple Feature Fusion Based Hand-held Object Recognition with RGB-D data . International Conference on Internet Multimedia Computing and Service(ICIMCS), July 2014 .

54 . Shuhui Wang, Zhenjun Wang, Shuqiang Jiang, Qingming Huang . Cross media Topic Analytics Based on Synergetic Content and User Behavior Modeling . IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, Jul. 13-17, 2014 .

55 . Tiancai Ye, Dongming Zhang, Ke Gao, Guoqing Jin, Yongdong Zhang, Qingsheng Yuan . Salient region detection : Integrate both global and local cues . IEEE International Conference on Multimedia & Expo (ICME) 2014: 1-6 .

56 . Haocheng Wang, Fuzhen Zhuang, Qing He . Scalable Bootstrap Clustering for Massive Data， . SNPD’14, 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2014) .

57 . Jingrong Zhang, Xiaohua Wan, Fa Zhang,Fei Ren, Xuan Wang, Zhiyong Liu . Parallel Scheme for Three-Dimensional Reconstruction in Large-Field Electron Tomography. . 10th International Symposium on Bioinformatics Research and Applications(ISBRA) 2014. pp. 102-11, June 28-30, 2014, Zhangjiajie, China. .

58 . Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen . Stacked Progressive Auto-Encoder (SPAE) for Face Recognition Across Poses . IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2014 .

59 . Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen . Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition . IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2014 .

60 . Risheng Liu, Junjie Cao, Zhouchen Lin, Shiguang Shan . Adaptive Partial Differential Equation Learning for Visual Saliency Detection . IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2014 .

61 . Siyuan Liu, Shuhui Wang, Jinbo Zhang, Feida Zhu, Ramayya Krishnan . HYDRA Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling . Special Interest Group on Management Of Data(ACM SIGMOD). USA., Jun. 22-27, 2014 .

62 . Yangguang Shi, Fa Zhang, Zhiyong Liu . Oblivious Integral Routing for Minimizing the Quadratic Polynomial Cost . In Proceeding of the 8th International Frontiers of Algorithmics Workshop (FAW) 2014. pp. 216-228, June 28-30, 2014, Zhangjiajie, China. .

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67 . Hui Yu, Xiaofeng Wu, Jun Xie, Wenbin Jiang, Qun Liu and Shouxun Lin . RED: A Reference Dependency Based MT Evaluation Metric . Proceedings of the 25th International Conference on Computational Linguistics (Coling2014) .

68 . Jiang Rong, Tao Qin, Bo An . Quantal response equilibrium for sponsored search auctions: Computation and inference . Proceedings of The 10th workshop on Ad Auctions, in conjunction with the 15th ACM Conference on Electronic Commerce (EC) .

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70 . Qing He . Machine learning Algorithm Based on Hyper Surface. . ICDS2014 .

71 . Shuo Han, Fuzhen Zhuang, Qing He, Zhongzhi Shi . Balanced Seed Selection for Budgeted Influence Maximization in Social Networks . PAKDD 2014 : Pacific-Asia Conference on Knowledge Discovery and Data Mining .

72 . Siyuan Liu, Shuhui Wang, and Ramayya Krishnan . Persistent Community Detection in Dynamic Social Networks . Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD),13-16 May, Tainan, Chinese Taipei, 2014 .

73 . Xingyu Gao, Steven C. H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li . SOML: Sparse Online Metric Learning with Application to Image Retrieval. . AAAI Conference on Artificial Intelligence (AAAI) 2014: 1206-1212 .

74 . Yue Yin, Bo An, Manish Jain . Game-theoretic resource allocation for protecting large public events . AAAI 2014 : 28th AAAI Conference on Artificial Intelligence 2014，826-834 .

75 . Zhongzhi Shi, Jinpeng Yue, Gang Ma . Visual Awareness in Mind Model CAM . COGNITIVE 2014 : The Sixth International Conference on Advanced Cognitive Technologies and Applications, Venice, Italy. pp. 262-268, 2014 .

76 . Wentao Zhu, Jun Miao, and Laiyun Qing . Constrained Extreme Learning Machine: a Novel Highly Discriminative Random Feedforward Neural Network . IEEE International Joint Conference on Neural Networks’2014 (IJCNN), Beijing, Jul. 6-11, 2014 .

77 . Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He, Zhongzhi Shi . Discovering and learning sensational episodes of news events . The 23rd international conference on World Wide Web, WWW2014 .

1 . Xi Wang, Li Su, Honggang Qi, Qingming Huang, Guorong Li . Face Distortion Recovery Based on Online Learning Database for Conversational Video . IEEE Transactions on Multimedia(IEEE T Multimedia), vol.16, no.8, pp.2130-2140, Dec. 2014 .

2 . Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen, Xuelong Li . Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance . IEEE Transactions on Cybernetics(IEEE T Cybernetics), vol. 44, no. 12, pp.2264-2273, Dec. 2014 .

3 . 吉娜烨，柴秀娟，山世光，陈熙霖 . 基于局部回归模型的人脸素描自动生成 . Journal of Computer-Aided Design & Computer Graphics, vol. 26 (12), pp. 2232-2243, December, 2014 .

4 . Bingpeng Ma, Annan Li, Xiujuan Chai and Shiguang Shan . CovGa: A novel descriptor based on symmetry of regions for head pose estimation . Neurocomputing, vol. 143, pp. 97-108, Nov. 2014 .

5 . Meina Kan, Dong Xu, Shiguang Shan, Xilin Chen . Semi-supervised Hashing via Kernel Hyperplane Learning for Scalable Image Search . IEEE Transactions on Circuits and Systems for Video Technology (IEEE T CSVT), vol. 24, no. 4, April, 2014 .

6 . Shuqiang Jiang, Changsheng Xu, Yong Rui, Alberto Del Bimbo, Hongxun Yao . Preface: Internet multimedia computing and service . Multimedia Tools and Applications (MTAP), 70(2): 599-603, July 2014 .

7 . Shuqiang Jiang, Xinhang Song, Qingming Huang . Relative image similarity learning with contextual information for Internet cross-media retrieval . Multimedia Syst. 20(6): 645-657, 2014 .

8 . Zhiguo Ma, Jun Miao, Laiyun Qing, Xilin Chen . Superpixel segmentation based on local random walk . 高技术通讯, 2014 (10): 991-998 .

9 . Zhiyang Teng, Hao Xiong, and Qun Liu . Unsupervised Joint Monolingual Character Alignment and Word Segmentation . Lecture Notes in Computer Science 2014/Volume 8801 .

10 . Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian . Object categorization in sub-semantic space . Neurocomputing 142: 248-255, Oct, 2014 .

11 . Dan Wang, Shiguang Shan, Hongming Zhang, Wei Zeng, Xilin Chen . Data-Driven Hair Segmentation with Isomorphic Manifold Inference . Image and Vision Computing(IVC), Volume 32, Issue 10, Pages 739–750, October 2014 .

12 . Hongyi Li, Jiabin Tong, Weiguo Cao, Min Chen, Hua Li, Hong Dai, Liang Xu, Xiaoliang Chen . Longitudinal non-vascular transport pathways originating from acupuncture points in extremities visualised in human body . Chin. Sci. Bull.DOI 10.1007/s11434-014-0633-7，2014 .

13 . Ruoyu Miao, Haitao Luo, Huandi Zhou, Guangbing Li, Dechao Bu, Xiaobo Yang, Xue Zhao, Haohai Zhang, Song Liu, Ying Zhong, Zhen Zou, Yan Zhao, Kuntao Yu, Lian He, Xinting Sang, Shouxian Zhong, Jiefu Huang, Yan Wu, Rebecca A. Miksad, Simon C. Robson, Chengyu Jiang, Yi Zhao, Haitao Zhao . Identification of prognostic biomarkers in hepatitis B virus-related hepatocellular carcinoma and stratification by integrative multi-omics analysis . Journal of Hepatology 2014 Oct;61(4):840-849 .

14 . Shaoxin Li, Xin Liu, Xiujuan Chai, Haihong Zhang, Shihong Lao, Shiguang Shan . Maximal Likelihood Correspondence Estimation for Face Recognition Across Pose . IEEE Transaction on Image Processing (IEEE T IP), Vol. 23, No. 10, pp 4587 – 4600, OCT. 2014 .

15 . Xiong Lv, Shuang Wang, Xiangyang Li, Shuqiang Jiang . Combining heterogenous features for 3D hand-held object recognition . Proc. SPIE 9273, Optoelectronic Imaging and Multimedia Technology III, 92732I (October 29, 2014) .

16 . Zhongzhi Shi, Jianhua Zhang, Jinpeng Yue, Xi Yang . A Cognitive Model for Multi-Agent Collaboration . International Journal of Intelligence Science，4(1): 1-6 (2014) .

17 . 马刚,杜宇鸽,荣江,甘家瑞,史忠植,安波 . 基于威胁传播的复杂信息系统安全风险评估 . 清华大学学报(自然科学版),2014 (1): 35-43 .

18 . Bei Xu, Hai Zhuge . Faceted navigation through keyword interaction . World Wide Web，2014、17、4、671-689 .

19 . Xiaoping Sun, Hai Zhuge . Modeling and navigation of social information networks in metric spaces. . World Wide Web，2014、32、649-670 .

20 . Yongdong Zhang, Lei Zhang, Qi Tian . A Prior-Free Weighting Scheme for Binary Code Ranking. . IEEE Transactions on Multimedia 16(4): 1127-1139 (2014) .

21 . Yongdong Zhang, Zhendong Mao, Jintao Li, Qi Tian . Salient region detection for complex background images using integrated features. . Inf. Sci. 281: 586-600 (2014) .

22 . 何清, 庄福振, 曾立, 等 . PDMiner: 基于云计算的并行分布式数据挖掘工具平台. . 中国科学: 信息科学，2014, 44: 871-885,doi: 10.1360/112011-9452013 .

23 . Chunjie Zhang, Chao Liang,Junbiao Pang, Yifan Zhang, Jing Liu, Lei Qin, Qingming Huang . Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification . Pattern Recognition Letters(PRL), vol. 45, pp. 197–204, Aug. 2014 .

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25 . Meina Kan, Junting Wu, Shiguang Shan, Xilin Chen . Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace . International Journal of Computer Vision (IJCV), vol. 109, no.1-2, pp. 94-109, Aug. 2014 .

26 . Wentao Zhu, Jun Miao, Laiyun Qing . Robust Regression With Extreme Support Vectors . Pattern Recognition Letters(PRL), 45, pp. 205–210, Aug, 2014 .

27 . Yicheng Song, Yongdong Zhang, Juan Cao, Jinhui Tang, Xingyu Gao, Jintao Li . A Unified Geolocation Framework for Web Videos. . ACM Transactions on Intelligent Systems and Technology 5(3): 49 (2014). .

28 . Yongdong Zhang, Xiaopeng Yang, Tao Mei . Image Search Reranking With Query-Dependent Click-Based Relevance Feedback. . IEEE Transactions on Image Processing 23(10): 4448-4459 (2014) .

29 . 公明,曹伟国,李华 . 利用图像相位信息构造的仿射-卷积矩不变量 . 计算机辅助设计与图形学学报，第26卷第6期, 851-860，2014 .

30 . 樊盛博，吴妍洁，杨兵，迟浩，孟佳明，卢珊，张昆，邬龙，孙瑞祥，董梦秋，贺思敏 . 蛋白质结构与相互作用研究新方法——交联质谱技术 . 生物化学与生物物理进展. 41(11), 1109-1125, 2014 .

31 . Bingpeng Ma, Yu Su and Frederic Jurie . Covariance Descriptor based on Bio-inspired Features for Person Re-identification and Face Verification . Image and Vision Computing(IVC), vol. 32, no. 6-7, pp. 379-390, June–July, 2014 .

32 . Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi, Hui Xiong . Triplex transfer learning: exploiting both shared and distinct concepts for text classification . IEEE TRANSACTIONS ON CYBERNETICS，VOL. 44, NO. 7, 1191-1203, JULY 2014 .

33 . Guorong Li, Shuqiang Jiang, Weigang Zhang, Junbiao Pang and Qingming Huang . Online Web Video Topic Detection and Tracking with Semi-supervised Learning . Multimedia System, pp. 1432-1882 , July, 2014 .

34 . Zhen Cui, Hong Chang, Shiguang Shan, Bingpeng Ma, Xilin Chen . Joint Sparse Representation for Video-based Face Recognition . Neurocomputing. 135:306-312, July, 2014 .

35 . Zhongwei Cheng, Lei Qin, Qingming Huang, Shuicheng Yan, Qi Tian . Recognizing Human Group Action by Layered Model with Multiple Cues . Neurocomputing. 136, pp. 124–135, July, 2014 .

36 . Chunjie Zhang, Jing Liu, Chao Liang, Zhe Xue, Junbiao Pang, Qingming Huang . Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition . Computer Vision and Image Understanding (CVIU), 123: 14-22, June, 2014 .

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39 . Zhongzhi Shi, Jianhua Zhang, Xi Yang, Gang Ma, Baoyuan Qi, and Jinpeng Yue . Computational Cognitive Models for Brain-Machine Collaborations . IEEE Intelligent Systems，2014 (6): 24-31 .

40 . 秦磊，胡琼，黄庆明，田琦 . 基于特征点轨迹的人体动作识别 . 计算机学报，vol. 37, No.6, pp. 1281-1288, June 2014 .

41 . Chenggang Yan, Yongdong Zhang, Jizheng Xu, Feng Dai, Liang Li, Qionghai Dai, Feng Wu . A Highly Parallel Framework for HEVC Coding Unit Partitioning Tree Decision on Many-core Processors. . IEEE Signal Processing Letter. 21(5): 573-576 (2014) .

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46 . Hongtao Xie, Yongdong Zhang, Jianlong Tan, Li Guo, Jintao Li . Contextual Query Expansion for Image Retrieval. . IEEE Transactions on Multimedia 16(4): 1104-1114 (2014) .

47 . Qing He, Xin Jin, Changying Du, Fuzhen Zhuang and Zhongzhi Shi . Clustering in extreme learning machine feature space . Neurocomputing， 128 : 88-95 (2014) .

48 . Ruijuan Chen, Xiaohua Wan, Ilkay Altintas, Jianwu Wang, Daniel Crawl, Sébastien Phan, Albert Lawrence, Mark Ellisman . EPiK-a Workflow for Electron Tomography in Kepler . Procedia Computer Science. 29, 2295-2305,2014.5 .

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50 . Wu Liu, Tao Mei, Yongdong Zhang . Instant Mobile Video Search With Layered Audio-Video Indexing and Progressive Transmission . IEEE Transactions on Multimedia 16(8): 2242-2255 (2014) .

51 . Xiang Ao; Ping Luo; Xudong Ma; Fuzhen Zhuang; Qing He; Zhongzhi Shi; Zhiyong Shen . Combining Supervised and Unsupervised Models via Unconstrained Probabilistic Embedding . Information Sciences，257 (2014) 101–114 .

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