曹桂涛，女，博士，华东师范大学软件工程学院党委副书记，教授，博士生导师。美国密苏里大学哥伦比亚分校访问学者。上海交通大学模式识别与智能系统专业博士毕业，主要研究方向为智能系统与物联网、机器学习、图像理解与分析。主持2项国家自然科学基金项目“流形循环可微分编程网络的边缘计算及其在肺癌实时预测中的研究”和“变化检测驱动的边缘约束条件随机场模型及其迁移学习”，承担工信部物联网专项“基于物联网的社区远程医疗实时监测系统平台研制和产业化”，主持上海市自然科学基金项目和其他部委、企事业单位委托项目多项；发表IEEE Transactions on Cybernetics、IEEE Transactions on Multimedia、IEEE Transactions on Biomedical Engineering等国际顶级期刊和国际会议论文60余篇，申请专利、软件著作权多项。 荣誉及奖励 曾获得上海市育才奖，国家级教学成果二等奖、上海市教学成果特等奖和一等奖等奖项

人工智能、图像分析与理解、医疗大数据处理、边缘计算

计算机学会嵌入式系统专委会委员 IEEE Transactions on Pattern Analysis and Machine Intelligence等期刊审稿人

Yangguang Cui, Kun Cao, Guitao Cao, Meikang Qiu, Tongquan Wei*. Client Scheduling and Resource Management for Efficient Training in Heterogeneous IoT-Edge Federated Learning. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021 Chao Ling, Guitao Cao*, Wenming Cao*, Hong Wang, He Ren. IAE-ClusterGAN: A new Inverse autoencoder for Generative Adversarial Attention Clustering Network. Neurocomputing,465(2021): 406-416 Junchi Yan, Changsheng Li, Yin Li, Guitao Cao*. Adaptive Discrete Hypergraph Matching. IEEE Transactions on Cybernetics, 2018, 48(2):765-779 Dan Meng, Libo Zhang, Guitao Cao*,and Bing Hu, Wenming Cao. Liver fibrosis classification based on transfer learning and an FCNet for ultrasound images. IEEE Access, 2017, 5: 5804 - 5810 Dan Meng, Guitao Cao?, Ye Duan, Minghua Zhu*, Liping Tu, Dong Xu, and Jiatuo Xu. Tongue Images Classification Based on Constrained High Dispersal Network. Evidence-Based Complementary and Alternative Medicine, 2017, Article ID 7452427, 1-12 Chen Huang, Zhihai He, Guitao Cao*, and Wenming Cao*. Task-Driven Progressive Part Localization for Fine-Grained Object Recognition, IEEE Transactions on Multimedia, 2016, 18(12): 2372-2383 Zhi Zhang; Zhihai He, Guitao Cao*, and Wenming Cao*. Animal Detection from Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification. IEEE Transactions on Multimedia, 2016, 18(10): 2079-2092 Tao Yang, Weiting Chen*, Guitao Cao*. Automated classification of neonatal amplitude-integrated EEG based on gradient boosting method. Biomedical Signal Processing and Control, 2016, 28: 50–57 Guitao Cao, Ling Li, Weiting Chen, Yehua Yu, Jun Shi*, Guixu Zhang*, Xuehua Liu . Effective identification and localization of immature precursors in bone marrow biopsy. Medical & Biological Engineering & Computing，2015, 53:215–226 Weiting Chen, Yu Wang, Guitao Cao*, Guoqiang Chen and Qiufang Gu. A Random Forest Model Based Classification Scheme for Neonatal Amplitude-Integrated EEG. BioMedical Engineering OnLine, 2014,13(S4), 2014/12/11 近期主要会议论文 Yan Li, Guitao cao*, Wenming Cao*. Sample Efficient Lung Segmentation using Group structured Conditional Variational Data Imputation. ICME, 2021 Yannan Wang, Guitao Cao*, Danning Su, Hong Wang and He Ren. Embedding Bottleneck Gated Recurrent Unit Network for Radar Signal Recognition. IJCNN, 2021 Chunwei Wu, Guitao Cao*, Wenming Cao, Hong Wang, He Ren. Debiased Prototype Network for Adversarial Domain Adaptation. IJCNN, 2021 Jiyu Sheng, Yan Li, Guitao Cao*, Kai Hou. Modeling nodule growth via spatial transformation for follow-up prediction and diagnosis. IJCNN, 2021 Yan Li, Guitao cao*, Wenming Cao*. A Dynamic Group Equivariant Convolutional Networks for Medical Image Analysis. IEEE BIBM 2020:1056-1062 Guitao Cao, Yunming Tang, Jiyu Sheng, and Wenming Cao*. Emotion Recognition from Children Speech Signals Using Attention Based Time Series Deep Learning. IEEE BIBM 2019:1296-1300 Yan Li, Guitao Cao*, and Wenming Cao. Stacking-based deep neural network for Facial Expression Recognition. IEEE BIBM 2019: 1338-1442 Guitao Cao*, Tiantian Huang, Wenming Cao, Kai Hou, Peng Liu, Jiawei Zhang. 3D Convolutional Neural Networks Fusion Model for Lung Nodule Detection on Clinical CT Scans. IEEE BIBM 2018: 973-978 Liangcan Liao, Guitao Cao, Wenming Cao. Action Recognition Based on Depth Image Sequence. IEEE BIBM 2017: 1564-1568 Guitao Cao*, Jie Ding, Ye Duan, Liping Tu, Jiatuo Xu, and Dong Xu. Classification of Tongue Images Based on Doublets and Color Space Dictionary. IEEE BIBM 2016: 1175-1180 Kun Wang, Guitao Cao*, Dan Meng, Weiting Chen, and Wenming Cao. Automatic fall detection of human in video using combination of features. IEEE BIBM 2016: 1233-1238 Dan Meng, Guitao Cao*, Ye Duan, Minghua Zhu*, Liping Tu, Jiatuo Xu, and Dong Xu. A Deep Tongue Image Features Analysis Model for Medical Application. IEEE BIBM 2016: 1923-1927 Dan Meng, Guitao Cao*, Zhihai He, and Wenming Cao. Facial Expression Recognition Based on LLENet. IEEE BIBM 2016: 1920-1922 Dan Meng, Guitao Cao*, Xinyu Song, Weiting Chen, and Wenming Cao.Automated human physical function measurement using constrained high dispersal network with svm-linear. IEEE BIBM 2016: 1525-1531