代表性论文

Xiankai Lu, Wenguan Wang, Jianbing Shen, David Crandall, Jiebo Luo "Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (CCF A期刊)

Xiankai Lu, Chao Ma, Jianbing Shen, Xiaokang Yang, Ian Reid, and Ming-Hsuan Yang  "Deep Object Tracking with Shrinkage Loss", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.(CCF A期刊)

Wenguan Wang, Jianbing Shen, Xiankai Lu, Steven C. H. Hoi, Haibin Ling, "Paying Attention to Video Object Pattern Understanding", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. (CCF A期刊)

Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yilong Yin, Yu Zheng. Missing Value Imputation for Multi-view Urban Statistical Data via Spatial Correlation Learning. IEEE Transactions on Knowledge and Data Engineering, 2021. (CCF A期刊)

Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng. Online Spatiotemporal Crowd Flow Distribution Prediction for Complex Metro System. IEEE Transactions on Knowledge and Data Engineering, Early access, 2020. (CCF A期刊)

Da Chen, Jian Zhu, Xinxin Zhang, Minglei Shu, Laurent D. Cohen. Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement. IEEE Transactions on Image Processing，2021, 30: 5138-5153.(CCF A期刊)

Xinxin Zhang*, Christopher Gilliam, Thierry Blu. All-pass Parametric Image Registration. IEEE Transactions on Image Processin, 2020, 29: 5625-5640.(CCF A期刊)

Xingbo Liu, Xiushan Nie, Quan Zhou, Liqiang Nie and Yilong Yin. Model optimization boosting framework for linear model hash learning，IEEE Trans. on Image Processing，2020.(CCF A期刊)

Nie Xiushan, Jing Weizhen, Cui Chaoran, Zhang Chen, Zhu Lei and Yin Yilong. Joint Multi-view Hashing for Large-scale Near-Duplicate Video Retrieval，IEEE Trans.  on Knowledge and Data Engineering，(2020).(CCF A期刊)

Chen Meng, Zhao Yan, Liu Yang, Yu Xiaohui, Zheng Kai. "Modeling Spatial Trajectories with Attribute Representation Learning." IEEE Transactions on Knowledge and Data Engineering (2020.(CCF A期刊)

Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu and Yilong Yin. Learning Joint and Specific Patterns: A Unified Sparse Representation for Off-the-person ECG Biometric Recognition. IEEE Transactions on Information Forensics & Security. 16(1): 147-160 (2021).(CCF A期刊)

Nie Xiushan, Li Xiaoyu, Chai Yan'e, Cui Chaoran, Xi Xiaoming and Yin Yilong. Robust Image Fingerprinting Based on Feature Point Relationship Mining，IEEE Trans. on Information Forensics and Security，2018.(CCF A期刊)

Lu Yang, Gongping Yang, Xiaoming Xi, Kun Su, Qing Chen, Yilong Yin. Finger Vein Code: From Indexing to Matching. IEEE Transactions on Information Forensics and Security. 14(5): 1210-1223 (2019).(CCF A期刊)

Wenbin Ge, Xiankai Lu*, Jianbing Shen. "Video Object Segmentation Using Global and Instance Embedding Learning", IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2021.(CCF A会议)

Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David Crandall, Steven C.H.Hoi,  "Learning Video Object Segmentation from Unlabeled Videos," IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2020.(CCF A 会议)

Xiankai Lu*, Wenguan Wang*, Chao Ma, Jianbing Shen, Ling Shao, and Fatih Porikli, "See More, Know More: Unsupervised Video Object Segmentation with Co-attention Siamese Network," IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2019.(CCF A会议)

Wenguan Wang*, Xiankai Lu*,  Jianbing Shen, David J Crandall, Ling Shao,  "Zero-shot video object segmentation via attentive graph neural networks ", IEEE International Conference on Computer Vision(ICCV), 2019.(CCF A会议)

Ziyi Shen, Wenguan Wang, Xiankai Lu, Jianbing Shen, Haibin Ling, Tingfa Xu, Ling Shao, "Human-Aware Motion Deblurring", IEEE International Conference on Computer Vision(ICCV), 2019.(CCF A会议)

Yongshun Gong, Jinfeng Yi, Dong-dong Chen, Jian Zhang, Jiayu Zhou, Zhi-Hua Zhou. Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless Retailing. ACM-MM-21. (CCF A 会议)

Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Bei Chen, Xiangjun Dong. A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data. Proceedings of the International Joint Conferences on Artificial Intelligence. 2020, 1310-1316.(CCF A会议)

Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Jinfeng Yi. Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development. Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 4020-4027.(CCF A会议)

Zhibin Li, Jian Zhang, Qiang Wu, Yongshun Gong, Jinfeng Yi, Christina Kirsch. Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points. Proceedings of the ACM Conference on Knowledge Discovery and Data Mining, 2019: 2848-2856.(CCF A会议)

Zhibin Li, Jian Zhang, Yongshun Gong, Yazhou Yao, Qiang Wu. Field-wise Learning for Multi-field Categorical Data, NeurIPS, 2020, 1-10.(CCF A会议)

Guoqiang Wu, and Jun Zhu. Multi-label classification: do Hamming loss and subset accuracy really conflict with each other? NeurIPS, 2020.(CCF A会议)

Ziruo Sun, Xiushan Nie, Xiaoming Xi and Yilong Yin. CFVMNet: A Multi-branch Network for Vehicle Re-identification based the Common Field of View， MM2020.(CCF A会议)

Zhongyi Han, Xian-Jin Gui, Chaoran Cui and Yilong Yin. Towards Accurate and Robust Domain Adaptation under Noisy Environments，IJCAI2020.(CCF A会议)

Xingbo Liu, Xiushan Nie, Quan Zhou, Xiaoming Xi, Lei Zhu and  Yilong Yin. Supervised Short-Length Hashing， IJCAI2019.(CCF A会议)

Xiankai Lu, Chao Ma, Bingbing Ni, Xiaokang Yang, "Adaptive Region Proposal with Channel Regularization for Robust Object Tracking", IEEE Transactions on Circuits and Systems for Video Technology , 2019.(CCF B期刊)

Dong, Xiangjun, Yongshun Gong*, and Longbing Cao. e-RNSP: An efficient method for mining repetition negative sequential patterns. IEEE Transactions on Cybernetics , 2020, 50(5): 2084-2096. (CCF B期刊)

Xinming Gao#, Yongshun Gong#, Tiantian Xu, Jinhu Lv, etc. Towards to a Better Structure and Looser Constraint to Mine Negative Sequential Patterns. IEEE Transactions on Neural Networks and Learning Systems , 2020. (CCF B期刊)

Ping Qiu#, Yongshun Gong#, Yuanhai Zhao, Longbing Cao, Chengqi Zhang, Xiangjun Dong. An Efficient Method for Modeling Non-occurring Behaviors by Negative Sequential Patterns with Loose Constraints. IEEE Transactions on Neural Networks and Learning Systems, 2021. (CCF B期刊)

Yu Cheng, Yongshun Gong, Yuansheng Liu*, Bosheng Song, Quan Zou, Molecular design in drug discovery: a comprehensive review of deep generative models, Briefings in Bioinformatics, 2021.(CCF B期刊)

Lu Zhang, Jingsong Xu, Yongshun Gong, Jian Zhang. Unsupervised Image and Text Fusion for Travel Information Enhancement. IEEE Transactions on Multimedia, 2021.(CCF B期刊)

Dong, Xiangjun, Yongshun Gong, and Longbing Cao. F-NSP+: A fast negative sequential patterns mining method with self-adaptive data storage. Pattern Recognition, 2018, 84: 13-27.(CCF B期刊)

Guoqiang Wu, Ruobing Zheng, Yingjie Tian and Dalian Liu. Joint ranking SVM and binary relevance with robust low-rank learning for multi-label classification. Neural Networks, 2020. (CCF B期刊)

Guoqiang Wu, Yingjie Tian, and Dalian Liu.  Cost-sensitive multi-label learning with positive and negative label pairwise correlations. Neural Networks, 2018.(CCF B期刊)

Wenjia Meng, Qian Zheng, Long Yang, Pengfei Li, and Gang Pan, “Qualitative measurements of policy discrepancy for return-based deep q-network,” IEEE transactions on neural networks and learning systems,31(10):4374–4380, 2020.(CCF B期刊)

Wenjia Meng, Qian Zheng, Yue Shi, and Gang Pan, “An off-policy trust region policy optimization method with monotonic improvement guarantee,” IEEE transactions on neural networks and learning systems, pp. 1–13, 2021.(CCF B期刊)

Xinxin Zhang, Ronggang Wang*, Da Chen, Yang Zhao, Wen Gao. Handling Outliers by Robust M-estimation in Blind Image Deblurring. IEEE Transactions on Multimedia, 2020.(CCF B期刊)

Xiushan Nie, Yilong Yin, Jiande Sun, Ju Liu and Chaoran Cui. Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model，IEEE Trans. on Multimedia，2017.(CCF B期刊)

Lu Yang, Gongping Yang, Yilong Yin, Xiaoming Xi. Finger Vein Recognition with Anatomy Structure Analysis. IEEE Transactions on Circuits and Systems for Video Technology. 28(8): 1892-1905 (2018).(CCF B期刊)

Kuikui Wang,Gongping Yang,Yuwen Huang,Yilong Yin. Multi-Scale Differential Feature for ECG Biometrics with Collective Matrix Factorization. Pattern Recognition. 102: 107211(2020).(CCF B期刊)

Chen, Meng, Zuo Yixuan, Jia Xiaoyi, Liu Yang, Yu Xiaohui, Zheng Kai. "CEM: A Convolutional Embedding Model for Predicting Next Locations." IEEE Transactions on Intelligent Transportation Systems (2020).(CCF B期刊)

Chen, Meng, Xiaohui Yu, and Yang Liu. "TraLFM: Latent factor modeling of traffic trajectory data." IEEE Transactions on Intelligent Transportation Systems 20.12 (2019): 4624-4634.(CCF B期刊)

Chen, Meng, Xiaohui Yu, and Yang Liu. "PCNN: Deep convolutional networks for short-term traffic congestion prediction." IEEE Transactions on Intelligent Transportation Systems 19.11 (2018): 3550-3559.(CCF B期刊)

Weizhen Jing, Xiushan Nie, Chaoran Cui, Xiaoming Xi, Gongping Yang and Yilong Yin. Global-view hashing: harnessing global relations in near-duplicate video retrieval， World Wide Web，2019.(CCF B期刊)

Xiankai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Val Gool, "Video Object Segmentation with Episodic Graph Memory Networks," European Conference on Computer Vision(ECCV), 2020.(CCF B会议)

Xiankai Lu*, Chao Ma*, Bingbing Ni, Xiaokang Yang, Ian Reid, and Ming-Hsuan Yang, "Deep Regression Tracking with Shrinkage Loss," European Conference on Computer Vision(ECCV), 2018.(CCF B会议)

Xiankai Lu, Z. Fang, T. Xu, H. Zhang, H. Tuo. ”Efficient Image Categorization with Sparse Fisher Vector”, International Conference on Acoustics, Speech and Signal Processing, 2015.(CCF B会议)

Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng, Christina Kirsch. Network-wide Crowd Flow Prediction of Sydney Trains via customized Online Nonnegative Matrix Factorization. Proceedings of the Conference on Information and Knowledge Management, 2018, 1243-1252.(CCF B会议)