1 . Jiarui Gan, Bo An, Yevgeniy Vorobeychik . Security games with protection externality. . Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI) 2015, pp.914-920, January 25–30, Austin Texas, USA .
2 . hangying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi . Bayesian Maximum Margin Principal Component Analysis. . Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence ( AAAI) 2015. pp. 2582-2588, January 25-30, 2015, Austin, Texas, USA .
3 . Xinyu Wu, Ping Luo, Qing He, Tianshu Feng, Fuzhen Zhuang . Festival, Date and Limit Line: Predicting Vehicle Accident Rate in Beijing . Proceedings of the 2015 SIAM International Conference on Data Mining (SDM) 2015. pp. 945-953, April 30 - May 2, 2015, Vancouver, BC, Canada .
4 . Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He . Online Frequent Episode Mining. . 31st IEEE International Conference on Data Engineering. (ICDE) 2015. pp. 891-902, April 13-17, 2015, Seoul, South Korea .
5 . Xing Zhou, Juan Cao, Zhiwei Jin, Fei Xie, Yu Su, Dafeng Chu, Xuehui Cao, Junqiang Zhang . Real-Time News Certification System on Sina Weibo. . International World Wide Web Conferences (WWW) 2015: 983-988 .
6 . Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen . Probabilistic Nearest Neighbor Search for Robust Classification of Face Image Sets . IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp:1: 1-7, May 2015 .
7 . Sheng Tang, Yongdong Zhang, Hui Chen . Scalable logo recognition based on compact sparse dictionary for mobile devices. . International Conference on Internet Multimedia Computing and Service (MMSP) 2015: 1-6 .
8 . Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu . Syntax-based Deep Matching of Short Texts . International Joint Conference on Artificial Intelligence 2015 .
9 . Jiarui Gan, Bo An, Chunyan Miao . Optimizing efficiency of taxi systems: Scaling-up and handling arbitrary constraints . Proceedings of the 14th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) 2015. pp.523-531, May 4-8, Istanbul, Turkey .
10 . Jiang Rong, Tao Qin, Bo An . omputing quantal response equilibrium for sponsored search auctions . Proceedings of the 14th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) 2015, pp.1803-1804, May 4-8, Istanbul, Turkey .
11 . Hanjie Wang, Xiujuan Chai, Yu Zhou, Xilin Chen . Fast Sign Language Recognition Benefited From Low Rank Approximation . IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp:1: 1-6, May 2015 .
12 . Gang Wang, Ke Gao, Jintao Li . Maximally Visual-Homogeneous Region Detector for Large Scale Image Retrieval. . ACM SIGMM International Conference on Multimedia Retrieval (ICMR) 2015: 495-498 .
13 . Bin Wang, Sheng Tang, Ruizhen Zhao, Wu Liu, Yigang Cen . Pedestrian detection based on Region Proposal Fusion . International Conference on Internet Multimedia Computing and Service (MMSP) 2015: 1-6 .
14 . Wei Li . Abstractive Multi-document Summarization with Semantic Information Extraction. . In proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2015, pp. 1908-1913, Lisbon, Portugal, 2015. .
15 . Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen . Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition . The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp: 140-149, June 2015 .
16 . Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen . Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold . The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp:4758-4767, June 2015 .
17 . Xinhang Song, Shuqiang Jiang and Luis Herranz . Joint Multi-Feature Spatial Context for Scene Recognition on the Semantic Manifold . The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, pp. 1312-1320 .
18 . Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen . Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets . The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp: 2048-2057, June 2015 .
19 . Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan . Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Trait Recognition . The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp: 222-230, June 2015 .
20 . Luis Herranz, Ruihan Xu and Shuqiang Jiang . A probabilistic model for food image recognition in restaurants . International Conference on Multimedia and Expo (ICME), pp: 1-6, June 2015 .
21 . Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen . Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification . International Conference on Machine Learning (ICML) .
22 . Yue Yin, Haifeng Xu, Jiarui Gan, Bo An, Albert Jiang . Computing optimal mixed strategies for security games with dynamic payoffs. . Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI) 2015. pp.681-687, July 25-31, Buenos Aires, Argentina .
23 . Youshi Wang, Fa Zhang, Zhiyong Liu . Truthful Strategy and Resource Integration for Multi-tenant Data Center Demand Response. . In Proceeding of the 9th International Frontiers of Algorithmics Workshop (FAW) 2015. pp. 259-270,July 3-5, 2015, Guilin, China .
24 . Wenbin Jiang, Qun Liu, Thepchai Supnithi . Joint Learning of Constituency and Dependency Grammar by Decomposed Cross-Lingual Induction . International Joint Conference on Artificial Intelligence 2015 .
25 . Tianshu Feng, Fuzhen Zhuang, Qing He . Improving ESVM with Generalized Cross-Validation. . 2015 International Joint Conference on Neural Networks (IJCNN) 2015. pp. 1-8, July 12-17, 2015, Killarney, Ireland .
26 . Mingxuan Wang, Zhengdong Lu, Hang Li, Wenbin Jiang, Qun Liu . genCNN: A Convolutional Architecture for Word Sequence Prediction . ACL 2015 .
27 . Lin Wang, Antonio Fernández Anta, Fa Zhang, Jie Wu, Zhiyong Liu. . Multi-resource Energy-efficient Routing in Cloud Data Centers with Networks-as-a-Service. . IEEE Symposium on Computers and Communication (ISCC) 2015. pp. 694-699, July 6-9, 2015, Larnaca, Cyprus .
28 . Guangxiang Zeng, Hengshu Zhu, Qi Liu, Ping Luo, Enhong Chen, Tong Zhang . Matrix Factorization with Scale-Invariant Parameters . International Joint Conference on Artificial Intelligence (IJCAI) 2015. pp. 4017-4024 , Jul 28 - Aug 1, 2015, Buenos Aires, Argentina .
29 . Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He . Supervised Representation Learning: Transfer Learning with Deep Autoencoders. . Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI) 2015. pp. 4119-4125, July 25-31, 2015, Buenos Aires, Argentina .
30 . Fandong Meng, Zhengdong Lu, Mingxuan Wang,Hang Li, Wenbin Jiang, QunLiu . Encoding Source Language with Convolutional Neural Network for Machine Translation . the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing .
31 . Wen Zhang, Qiuye Zhao, Wenbin Jiang, Qun Liu . 双语导出的子句句法分析器用于树翻译系统 . 第十一届全国机器翻译研讨会2015 .
32 . Xiujuan Chai, Hanjie Wang, Fang Yin, Xilin Chen . Communication Tool for the Hard of Hearings: A Large Vocabulary Sign Language Recognition System . Affective Computing and Intelligent Interaction (ACII), pp: 781-783, September 2015 .
33 . Mingquan Ye, Hong Chang, Xilin Chen . Online Visual Tracking via Coupled Object-Context Dictionary . British Machine Vision Conference (BMVC), Swansea, UK, September, 2015 .
34 . Jianchao Li, Dan Wang, Canxiang Yan, Shiguang Shan . Object Segmentation with Deep Regression . IEEE International Conference on Image Processing (ICIP), pp: 1668-1672, September 2015 .
35 . Hui Yu, Qingsong Ma, Xiaofeng Wu, Qun Liu . CASICT-DCU Participation in WMT2015 Metrics Task . Proceedings of the Tenth 2015 .
36 . Hanjie Wang, Xiujuan Chai, Xilin Chen . Dynamic Gesture Detection and Classification (动态手势检测与分类) . The 11th Joint Conference on Harmonious Human Machine Environment (HHME), September 2015 .
37 . Fang Yin, Xiujuan Chai, Yu Zhou, Xilin Chen . Weakly Supervised Metric Learning towards Signer Adaptation for Sign Language Recognition . British Machine Vision Conference(BMVC), Swansea, UK, September, 2015 .
38 . Fang Yin, Xiujuan Chai, Yu Zhou and Xilin Chen . Semantics Constrained Dictionary Learning for Signer-Independent Sign Language Recognition . IEEE International Conference on Image Processing (ICIP), pp: 3310-3314, September 2015 .
39 . Xiong Lv, Shuqiang Jiang, Luis Herranz, Shuang Wang . Hand-Object Sense: A Hand-held Object Recognition System Based on RGB-D Information . ACM Multimedia (ACM MM), pp: 765-766, July 2015 .
40 .
Xin Jin, Ping Luo, Fuzhen Zhuang, Jia He, Qing He. . Collaborating between Local and Global Learning for Distributed Online Multiple Tasks . Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM) 2015. pp. 113-122, October 19 - 23, 2015, Melbourne, VIC, Australia .
41 . Xin Jin, Fuzhen Zhuang, Sinno Jialin Pan, Changying Du, Ping Luo, Qing He . Heterogeneous Multi-task Semantic Feature Learning for Classification. . Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM) 2015. pp. 1847-1850, October 19 - 23, 2015, Melbourne, VIC, Australia .
42 . Zhongzhi Shi, Jinpeng Yue, Gang Ma, Xi Yang . CCF-based Awareness in Agent Model ABGP . The IFIP International Conference on Artificial Intelligence in Theory and Practice (IFIP AITP) 2015, pp.98-107, October 6-7, Daejeon, South Korea .
43 .
Gang Ma, Xi Yang, Bo Zhang, Baoyuan Qi, Zhongzhi Shi. . An Environment Visual Awareness Approach in Cognitive Model ABGP. . IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2015. pp.744-751, Nov 9-11, 2015, Vietri sul Mare, Italy .
1 . Zhen Cui, Shiguang Shan, Ruiping Wang, Lei Zhang, Xilin Chen . Sparsely Encoded Local Descriptor for Face Verification . Neurocomputing, 151: 1283-1292,December 2015 .
2 . Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban, and Xilin Chen . A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database . IEEE Transactions on Image Processing (IEEE TIP), pp: 5967-5981, December 2015 .
3 . Yangguang Shi, Fa Zhang, Jie Wu, Zhiyong Liu . Randomized oblivious integral routing for minimizing power cost. . Theoretical Computer Science. 607, 221-246, 2015.11 .
4 . Xi Wang, Li Su,Qingming Huang . Rate Distortion Optimization with Visual Perception for Video Coding . Journal of Computer-Aided Design & Computer Graphics, 计算机辅助设计与图形学学报, 27(10): 1851-1858, October 2015 .
5 . Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen . Face Recognition on Large-scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning . Pattern Recognition (PR), vol 48, pp. 3113-3124, October 2015 .
6 . 张博, 郝杰, 马刚, 岳金朋, 张建华, 史忠植 . 混合概率典型相关性分析 . 计算机研究与发展. 52(7): 1463-1476, 2015 .
7 . Bu Dechao, Luo Haitao, Jiao Fei, Fang Shuangsang, Tan Cchengfu, Liu Zhiyong, Zhao Yi. . Evolutionary annotation of conserved long non-coding RNAs in major mammalian species. . SCIENCE CHINA Life Sciences, 58(8), 2015, 787-798. .
8 . Ruihan Xu, Luis Herranz, Shuqiang Jiang, Shuang Wang, Xinhang Song, R. Jain . Geolocalized Modeling for Dish Recognition . IEEE Transactions on Multimedia (TMM), vol. 17, no. 8, pp. 1187-1199，August 2015 .
9 . Ziying Zhou, Yugang Li, Fa Zhang, Xiaohua Wan . FASART: An iterative reconstruction algorithm with inter-iteration adaptive NAD filter. . Bio-Medical Materials and Engineering. 26(s1), S1409-S1415, 2015.8 .
10 . 张博，史忠植，赵晓非，张建华 . 一种基于跨领域典型相关性分析的迁移学习方法 . 计算机学报. 38(7): 1326~1336, 2015 .
11 . Hao Chi, Kun He, Bing Yang, Zhen Chen, Rui-Xiang Sun, Sheng-Bo Fan, Kun Zhang, Chao Liu, Zuo-Fei Yuan, Quan-Hui Wang, Si-Qi Liu, Meng-Qiu Dong, Si-Min He . pFind-Alioth: A novel unrestricted database search algorithm to improve the interpretation of high-resolution MS/MS data. . Journal of Proteomics, 125, 89-97, 2015.7 .
12 . Renmin Han, Liansan Wang, Zhiyong Liu, Fei Sun, Fa Zhang . A Novel Fully Automatic Scheme for Fiducial Marker-based Alignment in Electron Tomography. . Journal of Structural Biology. 192(3), 403-417, 2015 .
13 . Xibo Jin, Fa Zhang , Liya Fan, Ying Song, Zhiyong Liu . Scheduling for energy minimization on restricted parallel processors . Journal of Parallel & Distributed Computing. 81-82, 36-46, 2015.7 .
14 . Xinhang Song, Shuqiang Jiang, Shuhui Wang, Liang Li, Qingming Huang . Polysemious Visual Representation Based on Feature Aggregation for Large Scale Image Applications . Multimedia Tools and Application（MTAP）, 74(2): 595-611, July. 2015 .
15 . Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, Qingming Huang . Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection . IEEE Transactions on. Circuits and Systems for Video Technology (TCSVT）, VOL. 25, NO. 7, JULY 2015 .
16 . Haohai Zhang, Chengpei Zhu, Ming Li, Liangcai Wu, Xiaobo Yang, Xueshuai Wan, Anqiang Wang, Xinting Sang, Yi Zhao, Haitao Zhao. . Long non-coding RNA expression profiles of Hepatitis C virus-related dysplasia and hepatocellular carcinoma. . Oncotarget, 6(41), 2015, 43770-43778. .
17 . Jie Lu, Zheng Zheng, Guangquan Zhang, Qing He and Zhongzhi Shi . A New Solution Algorithm for Solving Rule-Sets Based Bilevel Decision Problems. . Concurrency & Computation Practice & Experience. 27(4), 830-854, 2015 .
18 . Jin Liu, Juan Li, Xiaohui Cui, Xiaoguang Niu, Xiaoping Sun, and Jing Zhou . Social Sensing Enhanced Time Estimation for Bus Service . Concurrency and Computation: Practice and Experience. 27(15), 3961-3981, 2015. .
19 . Kun Zhang, Yan Fu, Wen-Feng Zeng, Kun He, Hao Chi, Chao Liu, Yan-Chang Li, Yuan Gao, Ping Xu, Si-Min He . A note on the false discovery rate of novel peptides in proteogenomics. . Bioinformatics 31(20), 3249-3253, 2015.5 .
20 . Meina Kan, Shiguang Shan,Haihong Zhang, Shihong Lao, Xilin Chen . Multi-view Discriminant Analysis . IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),IEEE Transactions on (Volume:38 , Issue: 1 ) ,PP.188 - 194,2015 .
21 . Qing He, Haocheng Wang, Fuzhen Zhuang, Tianfeng Shang, Zhongzhi Shi . Parallel sampling from big data with uncertainty distribution. . Fuzzy Sets and Systems. 258, 117-133, 2015 .
22 . Wenchao Yu, Fuzhen Zhuang, Qing He, Zhongzhi Shi . Learning deep representations via extreme learning machines. . Neurocomputing. 149, 308-315, 2015 .
23 . Wenjuan Luo, Fuzhen Zhuang, Weizhong Zhao, Qing He, Zhongzhi Shi . QPLSA: Utilizing quad-tuples for aspect identification and rating . Information Processing & Management. 51 (1), 25-41, 2015 .
24 . Xiaopeng Yang, Yongdong Zhang, Ting Yao, Chong-Wah Ngo, Tao Mei . Click-boosting multi-modality graph-based reranking for image search . Multimedia Systems(SM). 21(2): 217-227 (2015) .
25 . Xishan Zhang, Yang Yang, Yongdong Zhang, Huan-Bo Luan, Jintao Li, Hanwang Zhang, Tat-Seng Chua . Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base. . IEEE Transactions on Multimedia(TMM): 1562-1575 (2015) .
26 . Zhongzhi Shi, Gang Ma, Xi Yang, Chengxiang Lu, Zhongzhi Shi . Motivation Learning in Mind Model CAM . nternational Journal of Intelligence Science. 5(2): 63-71, 2015 .
27 . 马刚，杜宇鸽，安波，张博，王伟，史忠植 . 基于威胁传播采样的复杂信息系统风险评估 . 计算机研究与发展. 52(7): 1642-1659, 2015 .
28 . Siyuan Liu, Shuhui Wang, Ce Liu and Ramayya Krishnan . Understanding Taxi Drivers’ Routing Choices from Spatial and Social Traces . Frontier of Computer Science(FCS),Volume 9,Issue 2,pp 200-209,April 2015 .
29 . Fan Xu, Mingshu Zhang, Zhiyong Liu, Pingyong Xu, Fa Zhang. . Bayesian localization microscopy based on intensity distribution of fluorophores . Protein & Cell. 6(3), 211-220, 2015.3 .
30 . Fa Zhang, Jingrong Zhang, Albert Lawrence, Fei Ren, Xuan Wang, Zhiyong Liu, Xiaohua Wan . BSIRT: A Block-Iterative SIRT Parallel Algorithm Using Curvilinear Projection Model. . IEEE Transactions on Nanobioscience.IEEE Transactions on Nanobioscience. 4(2), 229-236, 2015.3 .
31 . Fa Zhang, Yu Chen, Fei Ren, Xuan Wang, Zhiyong Liu and Xiaohua Wan . A Two-phase Improved Correlation Method for Automatic Particle Selection in Cryo-EM. . IEEE-ACM Transactions on Computational Biology and Bioinformatics. 2015.3 .
32 . Ping Li, Xiangbo Ruan, Ling Yang, Kurtis Kiesewetter, Yi Zhao, Haitao Luo, Yong Chen, Marjan Gucek, Jun Zhu, Haiming Cao . liver-enriched long non-coding RNA, lncLSTR, regulates systemic lipid metabolism in mice. . Cell Metabolism, 21(3), 2015, 455-467. .
33 . Wenbin Jiang, Yajuan Lv, Liang Huang, Qun Liu . Automatic Adaptation of Annotations . Computational Linguistics 2015 .
34 . Xiong Lv, Shuqiang Jiang, Luis Herranz and Shuang Wang . RGB-D Hand-Held Object Recognition Based on Heterogeneous Feature Fusion . J. Comput. Sci. Technol (JCST). 30(2): 340-352 March 2015 .
35 . Shan Lu, Sheng-Bo Fan, Bing Yang, Yu-Xin Li, Jia-Ming Meng, Long Wu, Pin Li, Kun Zhang, Mei-Jun Zhang, Yan Fu, Jin-Cai Luo, Rui-Xiang Sun, Si-Min He, Meng-Qiu Dong . Mapping native disulfide bonds at a proteome scale. . Nature Methods. 12(4), 329-331, 2015.2 .
36 . Shuang Wang, Shuqiang Jiang . INSTRE: a New Benchmark for Instance-Level Object Retrieval and Recognition . Multimedia Comput. Commun Appl(TOMM). 11, 3, Article 37 (February 2015), 21 pages .
37 . 孙瑞祥，罗兰，迟浩，刘超，贺思敏. . “自顶向下（Top-down）”的蛋白质组学：蛋白质变体的规模化鉴定. . 生物化学与生物物理进展, 42(2), 101-104, 2015.2 .
38 . Bingpeng Ma, Rui Huang, Lei Qin . VoD: A novel image representation for head yaw estimation . Neurocomputing, vol. 148, pp. 455–466, January 2015 .
39 . Renmin Han, Lianshan Wang, Fan Xu, Yongdeng Zhang, Mingshu Zhang, Zhiyong Liu, Fei Ren, Fa Zhang . Drift Correction for Single-molecule Imaging by Molecular Constraint Field, A distance Minimum Metric . BMC Biophysics. 8(1), 1-14, 2015.1 .
40 . Xiaobo Yang, Ming Li, Qi Liu, Yabing Zhang, Junyan Qian, Xueshuai Wan, Anqiang Wang, Haohai Zhang, Chengpei Zhu, Xin Lu1, Yilei Mao, Xinting Sang, Haitao Zhao, Yi Zhao and Xiaoyan Zhang Dr.VIS . v2.0: an updated database of human disease-related viral integration sites in the era of high-throughput deep sequencing. . Nucleic Acids Research 2015 Jan;43(Database issue):D887-92 .
