 | 南京理工大学计算机科学与工程学院教授。 [English Version] 更多信息请参考：学院主页 |
Research Focus
Cover computer vision, pattern recognition and machine learning, especially deep learning on graphs, video analysis and scene understanding.
Selected Publications
-[1]Hui Lv, Chunwei Zhou, Zhen Cui, Chunyan Xu, Yong Li, and Jian Yang. Localizing Anomalies from Weakly-Labeled Videos. TIP 2021.
-[2] Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, and Jian Yang. Normal Dynamics in Videos with Meta Prototype Network. CVPR 2021.
-[3] Xingkun Xu, Yuge Huang, Pengcheng Shen, Shaoxin, Li, Jilin Li, Feiyue Huang, Yong Li, and Zhen Cui. Consistent Instance False Positive Improves Fairness in Face Recognition. CVPR 2021.
-[4] Chunyan Xu, Rong Liu, Tong Zhang, Zhen Cui, Jian Yang, and ChunLong Hu. Dual-Stream Structured Graph Convolution Network for Skeleton-based Action Recognition. TOMM 2021.
-[5] Xiaobin Hong, Tong Zhang, Zhen Cui*(通讯), Yuge Huang, Pengcheng Shen, Shaoxin Li, Jian Yang. Graph Game Embedding. AAAI 2021.
-[6] Tong Zhang, Yun Wang, Zhen Cui*(通讯), Chuanwei Zhou, Baoliang Cui, Haikuan Huang, Jian Yang. Deep Wasserstein Graph Discriminant Learning for Graph Classification. AAAI 2021.
-[7] Zhen Cui, Shengtao Xiao, Zhiheng Niu, Shuicheng Yan, and Wenming Zheng. Recurrent Shape Regression. T-PAMI 2019.
-[8] Zhenyu Zhang, Zhen Cui*(通讯), Chunyan Xu, Zequn Jie, Xiang Li, and Jian Yang. Joint Task-Recursive Learning for RGB-D Scene Understanding. T-PAMI 2020.
-[9] Zhen Cui, Youyi Cai, Wenming Zheng, Chunyan Xu, and Jian Yang. Spectral Filter Tracking. TIP 2019.
-[10]Chaolong Li#, Zhen Cui# (共同一作), Wenming Zheng, Chunyan Xu, Rongrong Ji, Jian Yang. Action-Attending Graphic Neural Network. TIP 2018.
-[11]Ling Zhou, Zhen Cui*(通讯), Chunyan Xu, Zhenyu Zhang, Chaoqun Wang, Tong Zhang, and Jian Yang. Pattern-Structure Diffusion for Multi-Task Learning. CVPR 2020.
-[12]Chaoqun Wang, Chunyan Xu*, Zhen Cui*(通讯), Ling Zhou, Tong Zhang, Xiaoya Zhang, and Jian Yang. Cross-Modal Pattern-Propagation for RGB-T Tracking. CVPR 2020.
-[13]Chunyan Xu, Chengzheng Li, Zhen Cui*(通讯), Tong Zhang, Jian Yang. Hierarchical Semantic Propagation for Object Detection in Remote Sensing Imagery. TGRS 2020.
-[14]Xueya Zhang, Tong Zhang, Xiaobin Hong, Zhen Cui*(通讯), and Jian Yang. Graph Wasserstein Correlation Analysis for Movie Retrieval. ECCV 2020.
-[15]Tong Zhang, Zhen Cui*(通讯), Chunyan Xu, Wenming Zheng, Jian Yang. Variational Pathway Reasoning for EEG Emotion Recognition. AAAI 2020.
-[16]Chunyan Xu, Zhen Cui*(通讯), Xiaobin Hong, Tong Zhang, Jian Yang, Wei Liu. Graph Inference Learning for Semi-Superivsed Classification. ICLR 2020.
-[17]Tong Zhang, Baoliang Cui*, Zhen Cui*(通讯), Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng. Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guild in E-Commerce Search. ICDE 2020.
-[18]Hui Lv, Chao Liu, Xiaowei Zhao, Chunyan Xu, Zhen Cui*(通讯), and Jian Yang. Lane Marking Regression from Confidence Area Detection to Field Inference. T-IV 2020.
-[19]Jiatao Jiang, Chunyan Xu, Zhen Cui*(通讯), Tong Zhang, Wenming Zheng, Jian Yang. Walk-Steered Convolution for Graph Classification. T-NNLS 2019.
-[20]Zhenyu Zhang, Zhen Cui*(通讯), Chunyan Xu, Yan Yan, Nicu Sebe, and Jian Yang*. Pattern- Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation. CVPR 2019.
-[21]Jiatao Jiang, Zhen Cui*(通讯), Chunyan Xu, and Jian Yang. Gaussian-Induced Convolution for Graphs. AAAI 2019.
-[22]Wenting Zhao, Zhen Cui*(通讯), Chunyan Xu, Chengzheng Li, Tong Zhang, Jian Yang. Hashing Graph Convolution for Node Classification. CIKM 2019.
-[23]Wei Wang, Yan Yan, Zhen Cui, Shuichen Yan, and Nicu Sebe. Recurrent Face Aging with Hierarchical AutoRegressive Memory. T-PAMI 2019.
-[24]Chuanwei Zhou, Chunyan Xu, Zhen Cui, Tong Zhang, Jian Yang. Self-Teaching Video Object Segmentation. T-NNLS 2020.
-[25]Jingjie Yan, Guanming Lu, Xiaonan Li, Wenming Zheng, Zhen Cui, Haibo Li, Mengying Chen, Yi Liu, Jindu Zhu. PFERN: A Large Database for Pain Facial Expression Recognition of Neonate. T-AC 2020.
-[26]Yang Li, Lei Wang, Wenming Zheng, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song. A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition. T-CDS 2020.
-[27]Xiaoyi Yin, Zhen Cui, Hong Chang, Bingpeng Ma, Shiguang Shan. Extending Generalized Unsupervised Manifold Alignment. SCIS 2020.
-[28]Tengfei Song, Wenming Zheng, Peng Song, Zhen Cui. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks. T-AC 2020.
-[29]Tong Zhang, Yuan Zong, Wenming Zheng, C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui, and Guoying Zhao. Cross-Database Micro-Expression Recognition: A Benchmark. T-KDE 2020.
-[30]Tengfei Song, Weming Zheng, Suyuan Liu, Yuan Zong, and Zhen Cui. Instance-Adaptive Graph for EEG Emotion Recognition. AAAI 2020.
-[31]Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, Chaolong Li, Xiaoyan Zhou, and Jian Yang. Deep Manifold-to-Manifold Transforming Network for Skeleton-based Action Recognition. T-MM 2019.
-[32]Yuan Zong, Wenming Zheng, Zhen Cui, Guoying Zhao, and Bin Hu. Towards Bridging Microexpressions from Different Domains. T-Cyb 2019.
-[33]Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, Zhen Cui. From Regional Brain to Global Brain: A Novel Hierarchically Spatial-Temporal Neural Network Model for EEG Emotion Recognition. T-AC 2019.
Honors
2019年 国际顶级会议CVPR遥感图像目标检测挑战赛冠军和亚军各一项
2017年 人脸和手势自动识别国际会议（FG）中获得表情识别与分析竞赛冠军
2016年 多模态交互国际会议(ICMI)中获得国际情感识别大赛季军
2015年 获得中国科学院优秀博士论文奖
Research Projects
1. 江苏省杰出青年基金，动态复杂数据的表示学习理论与技术，BK20190019, 2019/07-2022/06，主持，在研；
2. 腾讯AI Lab犀牛鸟专项，基于元学习的视频人脸检测与识别研究，JR201922， 2019.03-~, 主持，在研；
3. 国家自然科学基金面上项目，61772276，递归建模理论与方法及其在人脸分析中的应用研究， 2018.01-2021.12，主持，在研；
4. 装备预研共用技术项目，xxxxxx, 2017年-2019年， 主持，在研；
5. 国家自然科学基金青年项目，61202297， 稀疏流形建模及其在视频人脸识别中的应用，2013/01-2015/12, 已结题，主持；
6. 国家自然科学基金面上项目，61572205， 面向鲁棒跟踪的目标表观建模、搜索与更新关键算法研究，2016/01-2019/12，已结题，参与。
7. 国家自然科学基金重大项目子课题，61390511，图像视频的群体数据协同结构化表达与处理，2014/01-2018/12，已结题，参与
Services
Reviewer of TPAMI, TNNLS, TMM, TIP, TCSVT, Neurocomputing, etc.
2017, Reviewer of ICDM; 2016, Reviewer of NIPS; 2015, Reviewer of CVPR; 2014, Reviewer of ACM Multimedia.
2013, 2014, 2015, PC member of Chinese Conference on Biometric Recognition.
