2018年

会议

  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. Changsu Liao, Li Su, Weigang Zhang, Qingming Huang . Semantic Manifold Alignment in Visual Feature Space for Zero-Shot Learning . IEEE International Conference on Multimedia and Expo(ICME2018), San Diego, USA, July 23-27, 2018 .
  3. 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 .
  4. 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 .
  5. 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 .
  6. 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 .
  7. Dawei Du, Yuankai Qi, Hongyang Yu, Yifan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian . The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking . European Conference on Computer Vision (ECCV2018), Munich, Germany, Sept. 8-14, 2018 .
  8. 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 .
  9. 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 .
  10. 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 .
  11. 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 .
  12. 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 .
  13. 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 .
  14. 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 .
  15. 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. .
  16. 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. .
  17. 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 .
  18. 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 .
  19. 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 .
  20. 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. .
  21. 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 .
  22. 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 .
  23. 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 .
  24. 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 .
  25. 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 .
  26. 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 .
  27. 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 .
  28. 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. .
  29. 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 .
  30. 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 .
  31. 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 .
  32. 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. .
  33. 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 .
  34. 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. .
  35. Kai Xu, Guorong Li, Huijuan Xu, Weigang Zhang, Qingming Huang . Edge Guided Generation Network for Video Prediction . IEEE International Conference on Multimedia and Expo(ICME2018)San Diego, USA, July 23-27,2018 .
  36. 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 .
  37. 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 .
  38. Liang Li, Shuhui Wang, Shuqiang Jiang, Qingming Huang . Attentive Recurrent Neural Network Weak-supervised Multi-label Image Classification . ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018 .
  39. 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 .
  40. 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 .
  41. Nan Lai, Meina Kan, Shiguang Shan, Xilin Chen . Task-adaptive Feature Reweighting for Few Shot Classification . Asian Conference on Computer Vision 2018 (ACCV2018), 2018 .
  42. 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 .
  43. 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 .
  44. 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 .
  45. 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 .
  46. 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 .
  47. Shuhui Wang, Liang Li, Chenxue Yang and Qingming Huang . Regularized Topic-aware Latent Influence Propagation in Dynamic Relational Networks . MATES workshop VLDB, 2018 .
  48. 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 .
  49. Shulin Li, Weigang Zhang, Guorong Li, Li Su, Qingming Huang . Vehicle Detection in UAV Traffic Video Based on Convolution Neural Network . International Conference on Multimedia Information Processing and Retrieval(ICESIP2018), Miami, FL, USA, April 10-12, 2018 .
  50. 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. .
  51. 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 .
  52. 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 .
  53. 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. .
  54. 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. .
  55. 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 .
  56. Xiaobin Liu, Shiliang Zhang, Qingming Huang, Wen Gao . RAM: A Region-Aware Deep Model for Vehicle Re-Identification . IEEE International Conference on Multimedia and Expo(ICME2018), San Diego, USA, July 23-27,2018 .
  57. 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 .
  58. 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 .
  59. 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 .
  60. 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 .
  61. 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 .
  62. 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. .
  63. 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 .
  64. 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 .
  65. 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 .
  66. 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. .
  67. 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 .
  68. 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 .
  69. 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 .
  70. 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 .
  71. 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 .
  72. 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 .
  73. 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 .
  74. 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 .
  75. 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 .
  76. 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 .
  77. 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 .
  78. 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 .
  79. 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. .
  80. 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 .
  81. 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 .
  82. 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 .
  83. 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. .
  84. 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 .
  85. 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 .

期刊

  1. Chunjie Zhang, Guibo Zhu, Chao Liang, Yifan Zhang, Qingming Huang, Qi Tian . Image Class Prediction by Joint Object, Context, and Background Modeling . IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, Issue 2, 428-438, 2018 .
  2. Dawei Du, Longyin Wen, Honggang Qi, Qingming Huang, Qi Tian, and Siwei Lyu . Iterative Graph Seeking for Object Tracking . IEEE Transactions on Image Processing, Vol. 27, Issue 4, 1809-1821, 2018 .
  3. 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. .
  4. Fuzhen Zhuang, Jing Zheng, Jingwu Chen, Xiangliang Zhang, Chuan Shi, Qing He . Transfer collaborative filtering from multiple sources via consensus regularization . Neural Networks, vol. 108, 2018, 287-295 .
  5. 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 .
  6. Fuzhen Zhuang, Xuebing Li, Xin Jin, Dapeng Zhang, Lirong Qiu, Qing He . Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization . IEEE Trans. Cybernetics, vol. 48, no. 8, 2018, 2284-2293 .
  7. Hongyang Yu, Lei Qin, Qingming Huang, Hongxun Yao . Online Multiple Object Tracking via Exchanging Object Context . Neurocomputing. Vol. 292, 28-37, 2018 .
  8. Hu Han, Anil K.Jain, Fang Wang, Shiguang Shan, Xilin Chen . Heterogeneous Face Attribute Estimation:A Deep Multi-Task Learning Approach . IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 11, pp. 2597-2609, 2018 .
  9. Huajie Jiang, Ruiping Wang, Shiguang Shan, Yan Li, Haomiao Liu, Xilin Chen . Attribute Annotation on Large Scale Image Database by Active Knowledge Transfer . Image and Vision Computing, vol. 78, pp. 1-13, 2018 .
  10. Jianfeng He, Bingpeng Ma, Shuhui Wang, Yugui Liu, Qingming Huang . Multi-label Double Layers Learning for Cross-Modal Retrieval . Neurocomputing, Vol. 275, 1893-1902, 2018 .
  11. Jun Huang, Guorong Li, Qingming Huang, Xindong Wu . Joint Feature Selection and Classification for Multi-Label Learning . IEEE Transactions on Cybernetics, Vol. 48, Issue 3, 876-889, 2018 .
  12. Junbiao Pang, Jing Huang, Xue Yang, Zuyun Wang, Haitao Yu, Qingming Huang, Baocai Yin . Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization . IEEE Transactions on Intelligent Transportation Systems, Vol. 19, Issue 10, 3208 – 3219, 2018 .
  13. Kongming Liang, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen . Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework . IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018 .
  14. Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian . Generalized Semi-supervised and Structured Subspace Learning for Cross-modal Retrieval . IEEE Transactions on Multimedia, Vol. 20, Issue 1, 128-141, 2018 .
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  17. 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. .
  18. Ning Li, Wenjuan Luo, Kun Yang, Fuzhen Zhuang, Qing He, Zhongzhi Shi . Self-organizing weighted incremental probabilistic latent semantic analysis . International Journal of Machine Learning & Cybernetics (IJMLC),” vol.9 no.12, 2018, 1987-1998 .
  19. Shaobo Deng, Sujie Guan, Min Li, Lei Wang, Yuefei Sui . Decomposition for a new kind of imprecise information system . Frontiers of Computer Science, Vol.12, No.2, pp.376-395, April. 2018 .
  20. 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 .
  21. 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 .
  22. 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. .
  23. 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 .
  24. 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 .
  25. Xiangyang Li, Shuqiang Jiang . Bundled Object Context for Referring Expressions . IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2749-2760, 2018 .
  26. Xiaofeng Mao, Shuhui Wang, Liying Zheng, Qingming Huang . Semantic Invariant Cross-domain Image Generation with Generative Adversarial Networks . Neurocomputing, Vol. 293, 55-63, 2018 .
  27. 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. .
  28. Xiaoping Sun, Hai Zhuge . Summarization of Scientific Paper Through Reinforcement Ranking on Semantic Link Network . [11]IEEE Access 6:pp. 40611-40625,2018. .
  29. 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 .
  30. 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 .
  31. 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. .
  32. Yuankai Qi, Lei Qin, Jian Zhang, Shengping Zhang, Ming-Hsuan Yang, Qingming Huang . Structure-aware Local Sparse Coding for Visual Tracking . IEEE Transactions on Image Processing, Vol. 27, Issue 8, 3857-3869, 2018. .
  33. 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. .
  34. 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 .
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