郭正豪，助理研究员，依托于丛丰裕教授团队；博士毕业于英国伦敦大学国王学院工程系(Department of Engineering，King's College London，2023QS世界大学排名第37)，导师Zoran Cvetkovic教授、Osvaldo Simeone 教授；硕士毕业于北京师范大学信息科学与技术学院(985/211工程)，导师胡斌教授、邬霞教授；学士毕业于四川大学计算机学院(985/211工程)。

主要研究方向为信号处理、信息论、机器学习、系统识别在生物医学工程中的应用；近年来以第一作者在IEEE Transactions on Biomedical Engineering、Journal of Neural Engineering等国际权威期刊上发表了多篇论文，并在IEEE ICASSP、IEEE EMBC等多个国际高水平学术会议上做过报告；与英国精神病学、心理学和神经科学研究所(Institute of Psychiatry, Psychology & Neuroscience，2021USNEWS世界学科排名第2)、英国帝国理工学院(Imperial College London，2023QS世界大学排名第6)等保持着良好的合作关系。

课题组每年招收多名博士生、硕士生，欢迎对信号与信息处理研究领域感兴趣的同学与我联系，也欢迎科研兴趣浓厚的本科生前来实习！联系方式：zhenghaoguo@dlut.edu.cn。

• 信号处理（时频分析、盲源分离、字典学习、稀疏表示）

• 信息论（熵、互信息、定向信息、传递熵）

• 机器学习（优化算法、特征选择、分类算法、聚类算法）

• 系统识别（含误差变量模型）

• 神经生理学（脑电图、肌电图）
  

（第一作者/通信作者）

1. Guo, Z.*, Xu, Y., Rosenzweig, J., McClelland, V.M., Rosenzweig, I. and Cvetkovic, Z., 2024. Subband independent component analysis for coherence enhancement. IEEE Transactions on Biomedical Engineering. (JCR:Q1, IF: 4.756)

2. Guo, Z., Lin, J.P., Simeone, O., Mills, K.R., Cvetkovic, Z. and McClelland, V.M.*, 2024. Cross-frequency cortex-muscle interactions are abnormal in young people with dystonia. Brain Communications. (JCR:Q1, IF: 4.800)

3. Guo, Z., Lin, J.P., Simeone, O., Mills, K.R., Cvetkovic, Z. and McClelland, V.M.*, 2024. Cross-frequency cortex-muscle interactions are abnormal in young people with dystonia. Developmental Medicine & Child Neurology. (Abstract, JCR:Q1, IF: 3.800)

4. Guo, Z.*, McClelland, V.M., Simeone, O., Mills, K.R. and Cvetkovic, Z., 2021. Multiscale wavelet transfer entropy with application to corticomuscular coupling analysis. IEEE Transactions on Biomedical Engineering. (JCR:Q1, IF: 4.756)

5. Guo, Z., Wu, X.*, Liu, J., Yao, L. and Hu, B., 2018. Altered electroencephalography functional connectivity in depression during the emotional face-word Stroop task. Journal of Neural Engineering. (JCR:Q1, IF: 5.043) 

6. Li, X., Guo, Z.*, Wang, C., McClelland, V.M., Cvetkovic, Z. and Cong, F., 2025, July. Cross-frequency mutual information for cortico-muscular coupling detection. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE.

7. Guo, Z.*, McClelland, V.M., Dai, W., Cong, F. and Cvetkovic, Z., 2024, July. Weighted errors-in-variables modelling for detection of cortico-muscular couplings. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE.

8. Guo, Z.*, McClelland, V.M., Dai, W. and Cvetkovic, Z., 2023, June. Structured errors-in-variables modelling for cortico-muscular coherence enhancement. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE.

9. Guo, Z.*, McClelland, V.M. and Cvetkovic, Z., 2021, November. Unravelling causal relationships between cortex and muscle with errors-in-variables models. In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE.

10. Guo, Z., Wu, X. and Hu, B.*, 2018, April. Abnormally decreased functional connectivity of affective interference in depression based on electroencephalography. In 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI). IEEE. (Abstract)

11. Guo, Z., Long, H., Yao, L., Wu, X.* and Cai, H., 2017, November. Abnormal EEG-based functional connectivity under a face-word Stroop task in depression. In 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE.

• 李霄彤（合作导师：丛丰裕）

• 刘振（合作导师：丛丰裕）