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Zhengshuai Wang, Jianqiang Wang, Yali Li, Shengjin Wang. Traffic Sign Recognition with Lightweight Two-Stage Model in Complex Scenes. IEEE Transactions on Intelligent Transportation Systems. (IF：6.319) Print ISSN: 1524-9050. Online ISSN: 1558-0016. Digital Object Identifier: 10.1109/TITS.2020.3020556
Shengjun Liu, Longxiang Su, Xin Liu&, Xueqian Zhang&, Zuyu Chen&, Chun Liu, Na Hong, Yali Li, Yun Long. Recognizing blood pressure patterns in sedated critically ill patients on mechanical ventilation by spectral clustering. Annals of Translational Medicine. (accepted), 2021
Jingchun Cheng, Yuhui Yuan, Yali Li, Jingdong Wang, Shengjin Wang. Learning to Segment Video Object with Accurate Boundaries. IEEE Transactions on Multimedia. Volume: 23, Page(s): 3112-3123, 2021.
Yifan Sun, Liang Zheng, Yali Li, Yi Yang, Qi Tian, Shengjin Wang. Learning part-based convolutional features for person re-identification. IEEE transactions on pattern analysis and machine intelligence. 43(3): 902-917, 2021.
Yali Zhao, Yali Li, Shengjin Wang. Asymmetric deep hashing for person re-identifications. Tsinghua Science and Technology 27 (2), 396-411, 2021.
Xuan Zhao, Zhongdao Wang, Liwen Gao, Yali Li, Shengjin Wang. Incremental face clustering with optimal summary learning via graph convolutional network. Tsinghua Science and Technology 26 (4), 536-547, 2021.
Ya-Li Li, Shengjin Wang. HAR-Net: Joint Learning of Hybrid Attention for Single-Stage Object Detection. IEEE Trans. Image Process. 29: 3092-3103 (2020)
Jian Han, Ya-Li Li, Shengjin Wang. Adaptively Leverage Unlabeled Tracklets Based on Part Attention Model for Few-Example Re-ID. IEEE Signal Processing Letters, Volume: 27, Page(s): 2074-2078, 2020.
Jingwei Zhang, Zhongdao Wang, Yali Li, Shengjin Wang. Node-Adaptive Multi-Graph Fusion Using Extreme Value Theory. IEEE Signal Processing Letters，vol. 27, pages: 351-355，2020.
Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, Ming-Hsuan Yang. Progressive Representation Adaptation for Weakly Supervised Object Localization. IEEE Trans. Pattern Anal. Mach. Intell. 42(6): 1424-1438 (2020)
Xiudong Wang, Yali Li, Shaodi You, Hongdong Li, Shengjin Wang. Unidirectional Representation-Based Efficient Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. 30(1): 59-74 (2020)
Han Wang, Yali Li, Shengjin Wang. Fast Pedestrian Detection with Attention-Enhanced Multi-Scale RPN and Soft-Cascaded Decision Trees. IEEE Trans. Intell. Transp. Syst. 21(12): 5086-5093 (2020)
Yifan Sun, Zhaopeng Dou, Yali Li, Shengjin Wang. Improving Semantic Part Features for Person Re-identification with Supervised Non-local Similarity，Tsinghua Science and Technology, 25(5): 636-646 , 2020.
Yuxuan Zhu, Yali Li, Shengjin Wang, Unsupervised Deep Hashing with Adaptive Feature Learning for Image Retrieval, IEEE Signal Processing Letters, IEEE Signal Processing Letters 26(3): 395-399 (2019)
Ye Tian, Jingchun Cheng, Yali Li, Shengjin Wang, Secondary Information Aware Facial Expression Recognition, IEEE Signal Processing Letters, IEEE Signal Processing Letters, 26(12): 1753-1757 (2019)
Yali Zhao, Yali Li, Shengjin Wang. Open-World Person Re-Identification with Deep Hash Feature Embedding. IEEE Signal Process. Lett. 26(12): 1758-1762 (2019)
Jingchun Cheng, Yali Li, Jilong Wang, Le Yu, and Shengjin Wang. Exploiting effective facial patches for robust gender recognition. TSINGHUA SCIENCE AND TECHNOLOGY. Volume 2 4, Number 3, June 2019.
Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding. A Boosting Approach to Exploit Instance Correlations for Multi-Instance Classification. In: IEEE transactions on Neural Networks and Learning Systems， 27(12), 2740-2747, 2015.
Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, A Survey of Recent Advances in Visual Feature Detection. In: Neurocompting, vol 149, Part B, pp. 736-751, 2015.
Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, Feature Representation for Statistical Learning based Object Detection: A Review. In: Pattern Recognition 48(11):3542-3559, 2015.
Yali Li, Hongma Liu, Shengjin Wang, Exploiting EEG Channel Correlations in P300 Speller Paradigm for Brain-Computer Interface, IEICE Transactions on Information and Systems, Vol.E99-D,No.6,pp.-,Jun. 2016.
Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, Learning Cascaded Shared-Boost Classifiers for Part-based Object Detection. In: IEEE Transactions on Image Processing, pp.1858-1871, vol 23, No.4, 2014.
Zhenyu Wang, Ya-Li Li, Ye Guo, Shengjin Wang. Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification. NeurIPS 2021. (CCF-A)
Zhongdao Wang, Luca Bertinetto, Hengshuang Zhao, Ya-Li Li, Shengjin Wang, Philip Torr. Do Different Tracking Tasks Require Different Appearance Models? . NeurIPS 2021 (CCF-A)
Jiahe Shi&, Yali Li, Shengjin Wang. Partial Off-policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning. ICCV 2021: 2187-2196. (CCF-A)
Xuege Hou, Yali Li, Shengjin Wang. Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective. ICCV 2021: 3692-3701 (CCF-A)
Zhenyu Wang, Yali Li, Ye Guo, Lu Fang, Shengjin Wang. Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection. CVPR 2021: 468-4577 (CCF-A)
Miao Hu, Yali Li, Lu Fang, Shengjin Wang. A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation. CVPR 2021: 15343-15352 (CCF-A)
Lanqing He, Zhongdao Wang, Yali Li, Shengjin Wang. Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning. AAAI 2020: 10957-10964 (CCF-A, oral).
Takashi Isobe, Songjiang Li, Xu Jia, Shanxin Yuan, Gregory G. Slabaugh, Chunjing Xu, Ya-Li Li, Shengjin Wang, Qi Tian. Video Super-Resolution with Temporal Group Attention. CVPR 2020: 8005-8014 (CCF-A).
Zhongdao Wang, Jingwei Zhang, Liang Zheng, Yixuan Liu, Yifan Sun, Yali Li, Shengjin Wang. CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions. ECCV (11) 2020: 72-88. (CCF-B).
Zhongdao Wang, Liang Zheng, Yixuan Liu, Yali Li, Shengjin Wang. Towards Real-Time Multi-Object Tracking. ECCV (11) 2020: 107-122 (CCF-B)
Ye Guo, Yali Li, Shengjin Wang. CS-R-FCN: Cross-Supervised Learning for Large-Scale Object Detection. ICASSP 2020: 2553-2557 (CCF-B)
Zhengshuai Wang, Yali Li, Shengjin Wang.Fianet: Video Object Detection Via Joint Feature-Level And Instance-Level Aggregation. ICME 2020: 1-6 (CCF-B, oral)
Takashi Isobe, Jian Han, Fang Zhu, Yali Li, Shengjin Wang. Intra-Clip Aggregation For Video Person Re-Identification. ICIP 2020: 2336-2340. (CCF-C)
Xinxiong Xie, Yuhan Dong, Yali Li, Shengjin Wang. AT-GAN: Attention Transfer GAN for Image-to-Image Translation. ICDSP 2020: 102-106
Yifan Sun, Qin Xu, Yali Li, Chi Zhang, Yikang Li, Shengjin Wang, Jian Sun. Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification. CVPR 2019: 393-402 (CCF-A).
Zhongdao Wang, Liang Zheng, Yali Li, Shengjin Wang. Linkage Based Face Clustering via Graph Convolution Network. CVPR 2019: 1117-1125. (CCF-A).
Yue Zheng, Yali Li, Shengjin Wang. Intention Oriented Image Captions With Guiding Objects. CVPR 2019: 8395-8404 (CCF-A).
Yufei Wang, Yali Li, Shengjin Wang. Parallel-Structure-based Transfer Learning for Deep NIR-to-VIS Face Recognition. ICIG (1) 2019: 146-156.
Jiahe Shi, Yali Li, Shengjin Wang. Cascade Attention: Multiple Feature Based Learning for Image Captioning. ICIP 2019: 1970-1974 (CCF-C)
Xuan Zhao, Yali Li, Shengjin Wang. Face Quality Assessment via Semi-supervised Learning. ICCPR 2019: 288-293 (Best paper award)
Jinduo Lei, Yali Li, Shengjin Wang. CRRCNN: Cascade rotational RCNN for dense arbitrary-oriented object detection，Proceedings of SPIE - The International Society for Optical Engineering（ISSN：0277-786X、），vol. 11069, 2019.
Qin Xu, Yifan Sun, Yali Li, Shengjin Wang. Attend and Align: Improving Deep Representations with Feature Alignment Layer for Person Retrieval. ICPR 2018: 2148-2153 (CCF-C)
Lingxiao Wang, Yali Li, Shengjin Wang. Feature Learning for One-Shot Face Recognition. ICIP 2018: 2386-2390 (CCF-C)
Jianqiang Wang, Ya-Li Li, Shengjin Wang. A Highly Accurate Feature Fusion Network For Vehicle Detection In Surveillance Scenarios. BMVC 2018: 217 (CCF-C)
Han Shu, Dangdang Chen, Yali Li, Shengjin Wang. A highly accurate facial region network for unconstrained face detection，2017 IEEE International Conference on Image Processing (ICIP), 665-669
Jiayun Hou, Yali Li, Hongma Liu, Shengjin Wang Improving the P300-based brain-computer interface with transfer learning. 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 485-488
Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, Ming-Hsuan Yang, Weakly Supervised Object Localization with Progressive Domain Adaptation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016), Las Vegas, USA, June, 2016
Dong Li, Yali Li, Shengjin Wang, Selective Parts for Fine-Grained Recognition, In Proceedings of International Conference on Image Processing (ICIP2015), pp 922-926, Quebec, Canada, Sept. 27-30, 2015.
Hongchuan Liu, Yali Li, Hongma Liu, Shengjin Wang. Bagging regularized common spatial pattern with hybrid motor imagery and myoelectric signal. ICASSP 2016: 839-843.
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