孔佑勇
发布人:王霞  发布时间:2019-01-05   浏览次数:2079


个人照片

孔佑勇,博士,东南大学计算机学院、软件学院、人工智能学院 副教授、硕士生导师。1987年出生,于2008年、2011年先后在东南大学软件学院、计算机学院获得学士、硕士,2014年在香港中文大学获得博士。2014年8月进入东南大学计算机学院工作。研究兴趣为图像处理、机器学习与脑影像分析。作为负责人主持国家自然基金2项、江苏省自然科学基金1项。2015年获得江苏省“双创博士”高校创新计划人才项目资助。


电子邮件 : kongyouyong@seu.edu.cn
电话/传真 : 025-83794249 

讲授课程


面向对象程序设计(面向计算机、软件、人工智能学院)
数据结构(面向吴健雄学院)


科研项目

[1] 江苏省重点研发计划 基于影像蛋白组学的抑郁症客观诊断及早期疗效预测平台的建设201907-202206月,课题负责人

[2] 国家自然科学基金 31800825 融合多模态脑成像的群组及个性化丘脑核团分区研究201901-202112月,主持

[3] 国家自然科学基金 31640028  基于静息态功能磁共振成像的大脑功能分区研究201701-201712月,主持

[4] 江苏省自然科学基金 BK20150650 基于功能连接构建大脑功能分区关键技术研究201508-201807月,主持

[5] 江苏省“双创博士”人才计划201508-201707月,主持



发表论文


[1]Kong Y(*),  Wu J, Yang G, Zuo Y, Shu Hu, JL Coatrieux. Iterative Spatial Fuzzy Clustering for 3D Brain Magnetic Resonance Image Supervoxel Segmentation. Journal of Neuroscience Methods. 2019. 311:17-27

[2]Deng Y, Liu K, Cheng D, Zhang J, Chen H, Chen B, Chen Y, Wang W, Kong Y (*), Wen G(*). Ventral and dorsal visual pathways exhibit abnormalities of static and dynamic connectivities, respectively, in patients with schizophrenia. Schizophrenia Research. 2019, 206:103-110.

[3]Bao F, Deng Y, Kong Y, Ren Z, Suo J, Dai Q. Learning Deep Landmarks for Imbalanced Classification. IEEE Transactions on Neural Networks and Learning Systems. 2019, in press, DOI: 10.1109/TNNLS.2019.2927647

[4]Hou Z(#), Kong Y(#),  He X, Yin Y, Zhang Y, Yuan Y(*). Increased Temporal Variability of Striatum Region Facilitating the Early Antidepressant Response in Patients with Major Depressive Disorder. Progress in Neuropsychopharmacology & Biological Psychiatry. 2018, 85:39-45

[5]Kong Y(*), Chen X, Wu J, Chen Y, Zhang P, Shu H. Automatic brain tissue segmentation based on graph filter. BMC Medical Imaging. 2018, 18 (1) :9.

[6]Deng Y, Ren Z, Kong Y, Bao F, Dai Q. A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification. IEEE Transactions on Fuzzy Systems.2017,25(4):1006-1012.

[7]Deng Y, Bao F, Kong Y, Ren Z, Dai Q. Deep Direct Reinforcement Learning for Financial Signal Representation and Trading. IEEE Transactions on Neural Networks and Learning Systems. 2017, 28(3):653-664.

[8]Kong Y(*), Deng Y, Dai Q. Discriminative Clustering and Feature Selection for Brain MRI Segmentation. IEEE Signal Processing Letters, 2015, 22(5):573-577.

[9]Deng Y, Kong Y, Bao F, Dai Q. Sparse Coding Inspired Optimal Trading System for HFT Industry. IEEE Transactions on Industrial Informatics. 2015, 11(2): 467-475.

[10]Kong Y, Wang D, Shi L, Hui S, Deng M, Chu W, Cheng J. Variation in anisotropy and diffusivity along medulla oblongata and the whole spinal cord in adolescent idiopathic scoliosis: A pilot study using diffusion tensor imaging. American Journal of Neuroradiology. 2014, 35(8):1621-1627.

[11]Wang D, Kong Y, Shi L, Chu W, Tam C, Lam L, Wang Y, Northoff G, Wang Y. Generation of the probabilistic template of default mode network derived from resting-state fMRI. IEEE Transactions on Biomedical Engineering, 2014, 61(10):2550-2555.