个人简历

工作经历
201704-至今， 南京理工大学，教师
201604-201703， 东南大学，教师
201409-201511，新加坡国立大学，博士后
201406-201412，新加坡南洋理工大学，访问学者
200607-201603，华侨大学，教师
教育经历
200907-201407，中国科学院计算技术研究所，博士研究生
200409-200607，中山大学，硕士研究生
200009-200407，山东师范大学，本科生

研究领域

模式识别、计算机视觉、机器学习。目前主要研究面向大数据的深度学习理论与技术，其应用主要面向图像/视频分析与处理等领域

近期论文

Zhenyu Zhang, Zhen Cui*, Chunyan Xu, Zequn Jie, Xiang Li, Jian Yang*. Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation. European Conference on Computer Vision (ECCV), 2018, accepted.
Zhen Cui, Chunyan Xu, Wenming Zheng, Jian Yang. Context-Dependent Diffusion Network for Visual Relationship Detection. ACM Multimedia Conference (ACM MM), 2018, accepted.
Zhen Cui, Shengtao Xiao, Zhiheng Niu, Shuicheng Yan, Wenming Zheng. Recurrent Shape Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. DOI: 10.1109/TPAMI.2018.2828424.
Wenming Zheng, Cheng Lu, Zhouchen Lin, Tong Zhang, Zhen Cui, Wankou Yang, L1-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions. IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2018. DOI: 10.1109/TNNLS.2018.2863264.
Chaolong Li#, Zhen Cui# (共同一作), Wenming Zheng, Chunyan Xu, Rongrong Ji, Jian Yang. Action-Attending Graphic Neural Network. IEEE Transactions on Image Processing (T-IP), 2018. DOI: 10.1109/TIP.2018.2815744
Chaolong Li#, Zhen Cui# (共同一作), Wenming Zheng, Chunyan Xu, Jian Yang. Sptaio-Temproal Graph Convolution for Skeleton-based Action Recognition. AAAI Conference on Artificial Intelligence (AAAI), 2018. (CCF A类会议)
Zhen Cui, Zhiheng Niu, Luoqi Liu and Shuicheng Yan. Layerwise Class-aware Convolutional Neural Network. IEEE Transactions on Circuits Systems and Video Technology (T-CSVT), 27(12): 2601-2612 (2017).
Zhen Cui, Shengtao Xiao, Jiashi Feng and Shuicheng Yan. Recurrently Target-Attending Tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (CCF A类会议)
Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen, and Xuelong Li. Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance. IEEE Transactions on Cybernetics (T-cyb). 44(12):2264 – 2273, 2014.
Zhen Cui, Hong Chang, Shiguang Shan, and Xilin Chen. Generalized Unsupervised Manifold Alignment. Neural Information Processing Systems Foundation (NIPS), 2014. (CCF A类会议)
Zhen Cui, Hong Chang, Shiguang Shan, Bineng Zhong and Xilin Chen. Deep Network Cascade for Image Super-resolution. European Conference on Computer Vision (ECCV), 2014.
Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen. Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013, 3554-3561. (CCF A类会议)
Zhen Cui, Shiguang Shan, Haihong Zhang, Shihong Lao, and Xilin Chen. Image Sets Alignment for Video-based Face Recognition. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012, 2626-2633. (CCF A类会议)
Wei Wang, Yan Yan, Zhen Cui, Shuichen Yan, and Nicu Sebe. Recurrent Face Aging with Hierarchical AutoRegressive Memory. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. DOI: 10.1109/TPAMI.2018. 2803166.
Tong Zhang, Wneming Zheng, Zhen Cui. Spatial-Temporal Recurrent Neural Network for Emotion Recognition, IEEE Transactions on Cybernetics (T-Cyb). 2018. DOI: 10.1109/ TCYB.2017.2788081
Yang Li, Wenming Zheng, Zhen Cui, et al. A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition, 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018 (Accepted). (CCF A类会议)
Tengfei Song, Wenming Zheng, Peng Song, Zhen Cui. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks. IEEE Transactions on Affective Computing (T-AC), 2018. DOI: 10.1109/TAFFC.2018.2817622.
Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, Guoying Zhao. Learning from Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition. IEEE Transactions on Multimedia (T-MM), 2018. DOI: 10.1109/TMM.2018.2820321
Zhenyu Zhang, Chunyan Xu, Jian Yang, Junbin Gao, Zhen Cui. Progressive Hard-mining Network for Monocular Depth Estimation. IEEE Transactions on Image Processing (T-IP), 2018. DOI: 10.1109/TIP.2018.2821979.
Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition. ACM Multimedia Conference (ACM MM), 2017. (CCF A类会议)
Wei Wang, Zhen Cui, Yan Yan, Xiangbo Shu, Jiashi Feng, Shuicheng Yan and Nicu Sebe. Recurrent Face Aging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (CCF A类会议)
Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, and Xilin Chen. Spatial Pyramid Covariance based Compact Video Code for Robust Face Retrieval in TV-series. IEEE Transactions on Image Processing (T-IP), 25(12), 5905-5919, 2016.
Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, Jingwei Yan, Keyu Yan. A Deep Neural Network Driven Feature Learning Method for Multi-view Facial Expression Recognition. IEEE Transactions on Multimedia (T-MM), Vol.18, No.12, pp.2528-2536, 2016.