1 . Baoyu Jing, Chenwei Lu, Deqing Wang, Fuzhen Zhuang, Cheng Niu . Cross-Domain Labeled LDA for Text Classification . IEEE International Conference on Data Mining (ICDM), Singapore, Singapore, November 17-20, 2018. .

2 . Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen . Exemplar-Supported Generative Reproduction for Class Incremental Learning . British Machine Vision Conference (BMVC2018), Newcastle upon Tyne, UK, Sep. 3-6, 2018 .

3 . Chengpeng Chen, Xinhang Song, Shuqiang Jiang . Focal Loss for Region Proposal Network . The Chinese Conference on Pattern Recognition and Computer Vision(PRCV2018), Guangzhou, China, 2018 .

4 . Chenze Shao, Yang Feng, Xilin Chen . Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation . 2018 Conference on Empirical Methods in Natural Language Processing(EMNLP2018), Brussels, Belgium, Oct 31, 2018 - Nov 4, 2018 .

5 . Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen . Face Recognition with Contrastive Convolution . European Conference on Computer Vision (ECCV2018), Munich, Germany, 8-14 Sep., 2018 .

6 . Fei Yi, Zhiwen Yu, Fuzhen Zhuang, Xiao Zhang, Bin Guo, Hui Xiong . An Integrated Model for Crime Prediction Using Temporal and Spatial Factors . IEEE International Conference on Data Mining (ICDM), Singapore, Singapore, November 17-20, 2018 .

7 . Furong Xu, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen . Style Transfer with Adversarial Learning for Cross-Dataset Person Re-identification . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

8 . Ganbin Zhou, Ping Luo, Rongyu Cao, Yijun Xiao, Fen Lin, Bo Chen, Qing He . Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation . The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) , New Orleans, Lousiana, USA, February 2–7, 2018 .

9 . Ganbin Zhou, Ping Luo, Yijun Xiao, Fen Lin, Bo Chen, Qing He . Elastic Responding Machine for Dialog Generation with Mechanism Dynamically Selecting . The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) , New Orleans, Lousiana, USA, February 2–7, 2018 .

10 . Gang Chen, Xufen Cai, Hu Han, Shiguang Shan, Xingguang Song, Xilin Chen . HeadNet: Pedestrian Head Detection Utilizing Body in Context . IEEE Conference on Automatic Face and Gesture Recognition (FG2018), pp. 1-8, Xi'an, China, 2018 .

11 . Gang Zhang, Hu Han, Shiguang Shan, Xingguang Song, Xilin Chen . Face Alignment across Large Pose via MT-CNN based 3D Shape Reconstruction . International Conference on Automatic Face and Gesture Recognition(FG2018), pp. 1-8, Xi'an, China, 2018 .

12 . Gang Zhang, Meina Kan, Shiguang Shan, Xilin Chen . Generative Adversarial Network with Spatial Attention for Face Attribute Editing . European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 8-14, 2018 .

13 . H. Liao, Y. Zheng, G. Funka-lea, J. Luo, S. Kevin Zhou . Face completion with semantic knowledgeand collaborative adversarial learning . 5.Asian Conference on Computer Vision (ACCV), Perth, Australia,December 2018. .

14 . Hanlin Mo, Qi Li, You Hao, He Zhang and Hua Li . A Rotation Invariant Descriptor Using Multi-directional and High-Order Gradients . Chinese Conference on Pattern Recognition and Computer Vision (PRCV)， pp.372-383，Springer, Cham,2018. .

15 . Hao Zhang, Hu Han, Jiyun Cui, Shiguang Shan, Xilin Chen . RGB-D Face Recognition via Deep Complementary and Common Feature Learning . IEEE International Conference on Automatic Face and Gesture Recognition (FG2018), pp. 1-8, Xi'an, China, May 15-19, 2018 .

16 . Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu . Sequential Recommender System based on Hierarchical Attention Networks . The 27th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 13-19, 2018 .

17 . Haofu Liao, Yucheng Tang, Gareth Funka-Lea, Jiebo Luo, Shaohua Kevin Zhou . More Knowledge Is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring . 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCA2018), Granada, Spain, September 16-20, 2018 .

18 . Haofu Liao, Zhimin Huo, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo . Adversarial Sparse-View CBCT Artifact Reduction . 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCA2018), Granada, Spain, September 16-20, 2018. .

19 . He Zhang, Hanlin Mo, You Hao, Qi Li and Hua Li . Differential and Integral Invariants Under Möbius Transformation . Chinese Conference on Pattern Recognition and Computer Vision (PRCV). pp.280-291，Springer, Cham, 2018 .

20 . Hongyu Pan, Hu Han, Shiguang Shan, Xilin Chen . Mean-Variance Loss for Deep Age Estimation from A Face . IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 5285-5294, Salt Lake City, USA, Jun. 18-22, 2018 .

21 . Hongyu Pan, Hu Han, Shiguang Shan, Xilin Chen . Revised Contrastive Loss for Robust Age Estimation From Face . International Conference on Pattern Recognition (ICPR2018), pp. 3586-3591, Beijing, China, Aug. 20-24, 2018 .

22 . Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen . Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition . European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 8-14, 2018 .

23 . Jia He, Rui Liu,Fuzhen Zhuang*, Fen Lin, Cheng Niu , Qing He . A General Cross-domain Recom-mendation Framework via Bayesian Neural Network . IEEE International Conference on Data Mining (ICDM), Singapore, Singapore, November 17-20, 2018 .

24 . Jiabei Zeng, Shiguang Shan, Xilin Chen . Facial Expression Recognition with Inconsistently Annotated Datasets . European Conference on Computer Vision (ECCV2018), pp. 1-16, Munich, Germany, 2018 .

25 . Jiangyangbang Yan, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang . When to Learn What: Deep Cognitive Subspace Clustering . ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018 .

26 . Jingqiang Chen; Hai Zhuge . Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN . In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing，pp. 4046-4056, 2018. .

27 . Jingwu Chen, Fuzhen Zhuang, Xin Hong, Xiang Ao, Xing Xie and Qing He . Attention-driven Factor Model for Explainable Personalized Recommendation . The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Ann Arbor, Michigan, U.S.A, July 8-12, 2018 .

28 . Jiyun Cui, Hao Zhang, Hu Han, Shiguang Shan, Xilin Chen . Improving 2D Face Recognition Via Discriminative Face Depth Estimation . IAPR International Conference on Biometrics (ICB2018), pp. 1-8, Queensland, Australia, 2018 .

29 . Jiyun Cui, Hu Han, Shiguang Shan, Xilin Chen . RGB-D Face Recognition: A Comparative Study of Representative Fusion Schemes . Chinese Conference on Biometric Recognition (CCBR2018), Xinjiang, China, Aug. 11-12, 2018 .

30 . Juncen Li, Ping Luo, Fen Lin and Bo Chen . Conversational Model Adaptation via KL Divergence Regularization . The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) , New Orleans, Lousiana, USA, February 2–7, 2018. .

31 . Juncen Li, Ping Luo, Ganbin Zhou, Fen Lin, Cheng Ni . Adaboost with auto-evaluation for conversational models . The 27th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 13-19, 2018 .

32 . Kai Shu, Suhang Wang, Huan Liu, Jiliang Tang, Yi Chang, Ping Luo . Exploiting User Actions for App Recommendations . International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, August 28-31, 2018. .

33 . Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen . Visual Relationship Detection with Deep Structural Ranking . AAAI Conference on Artificial Intelligence(AAAI2018), New Orleans, Louisiana, USA, 2018 .

34 . Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen . Duplex Generative Adversarial Network for Unsupervised Domain Adaptation . IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 1498-1507, Salt Lake City, UT, June 18-22, 2018 .

35 . Ling Luo, Xiang Ao, Feiyang Pan, Tong Zhao, Ningzi Yu, Qing He . Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention . The 27th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 13-19, 2018 .

36 . Mengying Hu, Hu Han, Shiguang Shan, Xilin Chen . Multi-label Learning from Noisy Labels with Non-linear Feature Transformation . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

37 . Nan Lai, Meina Kan, Shiguang Shan, Xilin Chen . Task-adaptive Feature Reweighting for Few Shot Classification . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

38 . Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao . HodgeRank with Information Maximization for Crowdsourced Pairwise Ranking Aggregation . AAAI Conference on Artificial Intelligence (AAAI2018), New Orleans, Lousiana, United States, Feb 2-7, 2018 .

39 . Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang,Yuan Yao . A Margin-based MLE for Crowdsourced Partial Ranking . ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018 .

40 . Shen Li, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen . Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking . IEEE International Conference on Multimedia and Expo(ICME2018), 2018 .

41 . Shiying Luo, Meina Kan, Shuzhe Wu, Xilin Chen, Shiguang Shan . Face Anti-Spoofing with Multi-Scale Information . International Conference on Pattern Recognition (ICPR2018), pp. 3402-3407, Beijing, China, 2018 .

42 . Shuhan Zhang, Shengluan Hou, Chaoqun Fei . Cpriori: An Index-based Framework to Extract the Generalized Center Strings . Web Information Systems Engineering(WISE2018), LNCS 11233, pp. 486-482, Nov. 2018 .

43 . Shuhui Wang, Yangyu Chen, Junbao Zhuo, Qingming Huang, Qi Tian . Joint Global and Co-Attentive Representation Learning for Image-Sentence Retrieval . ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018 .

44 . Shuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin . Knowledge Diffusion for Neural Dialogue Generation . 56th Annual Meeting of the Association for Computational Linguistics(ACL2018), Melbourne, Australia, July 15-20, 2018. .

45 . Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu . Refining Source Representations with Relation Networks for Neural Machine Translation . 27th International Conference on Computational Linguistics (COLING2018), Santa Fe, New Mexico, USA, August 20-26, 2018 .

46 . Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu . Speeding Up Neural Machine Translation Decoding by Cube Pruning . the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018), Brussels, Belgium, October 31–November 4, 2018 .

47 . Xi Yang, Yuwei Huang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu . Automatic Chinese Short Answer Grading with Deep Autoencoder . 19th International Conference on Artificial Intelligence in Education (AIED), London, UK, June 27-30, 2018. .

48 . Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo, Qing He . Free-rider Episode Screening via Dual Partition Model . 23rd International Conference on Database Systems for Advanced Applications (DASFAA), Gold Coast, Australia, May 21-24, 2018. .

49 . Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang*, Hui Xiong, Sanglu Lu . Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning . The 27th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 13-19, 2018 .

50 . Xingwu Sun, Jing Liu, Yajuan Lyu, Wei He, Yanjun Ma, Shi Wang . "Answer-focused and Position-aware Neural Question Generation . 2018 Conference on Empirical Methods in Natural Language Processing(EMNLP 2018), 3930-3939, 2018 .

51 . Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen . Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks . IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), 2018 .

52 . Xuesong Niu, Hu Han, Jiabei Zeng, Xuran Sun, Shiguang Shan, Yan Huang, Songfan Yang, Xilin Chen . Automatic Engagement Prediction with GAP Feature . ACM International Conference on Multimodal Interaction (ICMI2018), pp. 599-603, Boulder, CO, USA, October 16–20, 2018 .

53 . Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen . VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

54 . Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen . SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific . International Conference on Pattern Recognition (ICPR2018), Beijing, China, Aug. 20-24, 2018 .

55 . Ya Wang, Zhenzhen Gu, Yuefei Sui, Cungen Cao . Towards A Modeling Framework of Social Contexts, Roles and Relations for Acquiring Role-specific Rules . Proceedings of the 10th International Conference on Intelligent Information Processing(IIP2018), Nanning, China, October 19-22, 2018. .

56 . Yangyu Chen, Shuhui Wang, Weigang Zhang and Qingming Huang . Less Is More: Picking Informative Frames for Video Captioning . European Conference on Computer Vision (ECCV2018), Munich, Germany, Sept. 8-14, 2018 .

57 . Yaohui Zhu, Shuqiang Jiang . Deep Structured Learning for Visual Relationship Detection . AAAI Conference on Artificial Intelligence(AAAI2018), New Orleans, Lousiana, USA, February 2-7, 2018 .

58 . Yiling Wu, Shuhui Wang, Qingming Huang . Learning Semantic Structure-preserved Embeddings for Cross-modal Retrieval . ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018 .

59 . Ying Sun, Hengshu Zhu, Fuzhen Zhuang, Jingjing Gu, Qing He . Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries . the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD2018), London, UK, August 19-23, 2018. .

60 . Yingjie Yao, Xiaohe Wu, Lei Zhang, Shiguang Shan, Wangmeng Zuo . Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking . European Conference on Computer Vision, ECCV, 2018 .

61 . Yirong Mao, Ruiping Wang, Shiguang Shan, Xilin Chen . COSONet: Compact Second-Order Network for Video Face Recognition . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

62 . Yixuan Cao, Hongwei Li, Ping Luo, Jiaquan Yao . Towards Automatic Numerical Cross-Checking: Extracting Formulas from Text . The 27th International Conference on World Wide Web (WWW), Lyon, France, April 23–27, 2018 .

63 . Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen . Patch-Gated CNN for Occlusion-aware Facial Expression Recognition . International Conference on Pattern Recognition (ICPR2018), accepted, Beijing, China, 2018 .

64 . Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen . Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships . IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 6985-6994, Salt Lake City, UT, June 18-22, 2018 .

65 . Yongjian Xin, Shuhui Wang, Liang Li, Weigang Zhang, Qingming Huang . Reverse Densely Connected Feature Pyramid Network for Object Detection . Asian Conference on Computer Vision (ACCV2018), Perth, Australia, December 2-6, 2018 .

66 . Yongjun Li, Xiujuan Chai, Xilin Chen . ScoringNet——Learning Key Fragment for Action Quality Assessment with Ranking Loss in Skilled Sports . Asian Conference on Computer Vision (ACCV2018), 2018 .

67 . Yu Song, Yunshun Cui, Hu Han, Shiguang Shan, Xilin Chen . Scene Text Detection via Deep Semantic Feature Fusion and Attention-based Refinement . International Conference on Pattern Recognition (ICPR2018), Beijing, China, Aug. 20-24, 2018 .

68 . Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong . Exploiting the Senti-mental Bias between Ratings and Reviews for Enhancing Recommendation . IEEE International Conference on Data Mining (ICDM), Singapore, Singapore, November 17-20, 2018 .

69 . Yuanshun Cui, Jie Li, Hu Han, Shiguang Shan, Xilin Chen . TKDN: Scene Text Detection via Keypoints Detection . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

70 . Yuhao Ma, Meina Kan, Shiguang Shan, Xilin Chen . Hierarchical Training for Large Scale Face Recognition with Few Samples Per Subject . International Conference on Pattern Recognition(ICPR2018), ICIP 2018, 2401-2405, 2018 .

71 . Yuwei Huang, Xi Yang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu . Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation . the 22nd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD), Melbourne, VIC, Australia, June 3-6, 2018 .

72 . Zhao Zhang, Fuzhen Zhuang, Meng Qu, Fen Lin, Qing He . Knowledge Graph Embedding with Hierarchical Relation Structure . the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31-November 4, 2018. .

73 . Zhao Zhang, Fuzhen Zhuang, Zheng-Yu Niu, Deqing Wang, Qing He . MultiE: Multi-Task Embedding for Knowledge Base Completion . 27th ACM International Conference on Information and Knowledge Management (CIKM), Torino, Italy, October 22-26, 2018 .

74 . Zhaoyi Yan, Xiaoming Li, Mu Li, Wangmeng Zuo, Shiguang Shan . Shift-Net: Image Inpainting via Deep Feature Rearrangement . European Conference on Computer Vision, ECCV, 2018 .

75 . Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang* . From Common to Special: When Multi-Attribute Learning Meets Personalized . AAAI Conference on Artificial Intelligence (AAAI2018), New Orleans, Lousiana, United States, Feb 2-7, 2018 .

76 . Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou . “Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images . Computing Research Repository (CoRR), vol. 1805.10376, March, 2018 .

77 . Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou . Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images . 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCA2018), Granada, Spain, September 16-20, 2018. .

78 . Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen . Zero-Shot Facial Expression Recognition with Multi-Label Label Propagation . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .

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2 . Ding Xiao, Yugang Ji, Yitong Li, Fuzhen Zhuang, Chuan S . Coupled matrix factorization and topic modeling for aspect mining . Information Processing & Management, vol.54, no. 6, 2018, 861-873. .

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4 . 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 Technique (ACM TIST), vol.9, no. 2, 2018, 1-17 .

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11 . M Cao, X Sun, H Zhuge . The contribution of cause-effect link to representing the core of scientific paper—The role of Semantic Link Network . PloS one 13 (6), e0199303. .

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14 . Wei Li, Yuefei Sui . Multisequent Gentzen Deduction Systems For B22-Valued First-Order Logic . Artifical Intelligence Research, Vol.7, No.1, pp. 53-62, March.2018 .

15 . Wei Li, Yuefei Sui . A computational framework for Karl Popper's logic of scientific discovery . Science China Information Sciences, Vol.61, No.4, pp.1-10, April. 2018 .

16 . Weiqing Min, Bing-Kun Bao, Shuhuan Mei, Yaohui Zhu, Yong Rui, Shuqiang Jiang . You Are What You Eat: Exploring Rich Recipe Information for Cross-Region Food Analysis . IEEE Trans. Multimedia, 20(4): 950-964, 2018. .

17 . X. Ao, P. Luo, J. Wang, F. Zhuang and Q. He . Mining Precise-Positioning Episode Rules from Event Sequences . IEEE Transactions on Knowledge & Data Engineering, vol. 30, no. 3, pp. 530-543, 2018 .

18 . Xiang Ao, Ping Luo, Chengkai Li, Fuzhen Zhuang, Qing He . Discovering and learning sensational episodes of news events . Information Systems, vol. 78, 2018, 68-80 .

19 . Xiangyang Li, Shuqiang Jiang . Bundled Object Context for Referring Expressions . IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2749-2760, 2018 .

20 . Xiaofeng Mao, Shuhui Wang, Liying Zheng, Qingming Huang . Semantic Invariant Cross-domain Image Generation with Generative Adversarial Networks . Neurocomputing, Vol. 293, 55-63, 2018 .

21 . Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng . Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair with Feature Projection Matrix . IEEE Transactions on Information Forensics and Security, vol. 13, no. 3, pp. 717-732, 2018. .

22 . Xiaoping Sun, Hai Zhuge . Summarization of Scientific Paper Through Reinforcement Ranking on Semantic Link Network . [11]IEEE Access 6:pp. 40611-40625,2018. .

23 . Xinhang Song, Shuqiang Jiang, Luis Herranz, Chengpeng Chen . Learning Effective RGB-D Representations for Scene Recognition . IEEE Transactions on Image Processing, doi:10.1109/TIP.2018.2872629 .

24 . Yangli-ao Geng, Qingyong Li, Rong Zheng, Fuzhen Zhuang, Ruisi He, Naixue Xiong . RECOME: A new density-based clustering algorithm using relative KNN kernel density . Information Sciences, vol. 436-437, 2018, 13-30 .

25 . You Hao, Qi Li, Hanlin Mo, He Zhang and Hua Li . AMI-Net: Convolution neural networks with affine momnet invariants . IEEE Signal Processing Letters，” vol.25,no.7，pp.1064-1068, July 2018. .

26 . Zhao Zhang, Fuzhen Zhuang*, Xuebing Li, Zhengyu Niu, Jia He, Qing He, Hui Xiong . “Knowledge Triple Mining via Multi-Task Learning. Information Systems . Information Systems, vol. 80, 2018, 64–75. .

27 . Zhe Xue, Guorong Li*, Shuhui Wang, Weigang Zhang, Qingming Huang* . Bilevel Multiview Latent Space Learning . IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, Issue 2, 327-341, 2018 .

28 . Zhe Xue, Guorong Li, Qingming Huang . Joint Multi-view Representation and Image Annotation via Optimal Predictive Subspace Learning . Information Science, Vol. 451-452, 180-194, 2018 .

29 . Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen . Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video . IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 12, pp. 2827-2840, 2018 .

30 . Zhou Ganbin Luo Ping He Qing . Predicting Compositional Time Series via Autoregressive Dirichlet Estimation . Science China Information Sciences, vol. 61, no. 9, 2018, 98-106 .

31 . 吴小龙, 曹存根 . 基于等价压缩快速聚类的web表格知识抽取 . 中文信息学报,2018.(Accepted) .

32 . 张文, 冯洋, 刘群 . 基于简单循环单元的深层神经网络机器翻译模型 . 2、中文信息学报 (JCIP), vol. 32, no. 10, pp. 36-44, Oct. 2018. .

33 . 方芳, 王亚, 王石, 符建辉, 曹存根 . 基于语义分类和描述框架的网络攻击知识抽取研究及其应用 . 中文信息学报，2018.(Accepted) .

34 . 方芳, 王石, 王亚, 符建辉, 曹存根 . 基于混合方法的含动词名词短语识别研究 . 中文信息学报,2018.(Accepted) .

35 . 李响, 刘洋, 陈伟, 刘群 . 利用单语数据改进神经机器翻译压缩模型的翻译质量 . 中文信息学报. 2018. (已录用) .

36 . 李宗民, 万泉, 刘玉杰, 李华 . 结合Fisher编码和距离学习的非刚体三维检索方法 . 计算机辅助设计与图形学学报,vol.30,no.7,pp.1297-1304, 2018 .

37 . 李宗民,周晨晨,宫延河,刘玉杰,李华 . 结合域变换和轮廓检测的显著性目标检测 . 计算机辅助设计与图形学学报，vol.30,no,8,pp.1457-1465, 2018 .

38 . 李琪, 杨文浩, 侯亚丽, 王向东, 李华 . 短道速滑运动中的轨迹建模 . CAD&CG GDC 2018 .

39 . 李诗锐,郝优,墨瀚林,李琪,吕永春,王向东,李华 . 快速非刚体人体运动三维重建 . 计算机辅助设计与图形学学报, vol.30,no.8,pp. 1505-1513, 2018 .

40 . Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen . Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets . IEEE Transactions on Image Processing (TIP) .

41 . Yan Li, Shiguang Shan, Ruiping Wang, Zhen Cui, Xilin Chen . Fusing magnitude and phase features with multiple face models for robust face recognition . Frontier of Computer Science, vol. 4, pp. 1-19, 2018 .