本人是国内最早从事微加速度传感器进行人行为识别、感知和手势识别及人机交互的研究者之一，以第一作者在相关领域发表了15篇SCI/EI国际期刊和会议论文，发表一批高引用率的文章，其中Google学术引用50次以上的有4篇，单篇最高引用达317次。近年来，也对大数据分析和自然语言处理感兴趣，比如，通过大数据来分析和理解网民行为以及进行舆情分析等。主持国家自然科学基金青年基金1项，参与包括国家自然科学基金面上项目、广东省科技计划、广州市科技计划等共8项。
近年第一作者发表的论文
1. Zhenyu He, Personalised gesture recognition based on tri-axis accelerometer using Gabor filters, International Journal of Ad Hoc and Ubiquitous Computing, 2020. (SCI)
2. Zhenyu He, Zhenya He. Accelerometer-based Gesture Recognition Using MFCC and HMM. IIEEE 4th International Conference on Computer and Communications, 2018. (EI)
3. Zhenyu He, Zhenya He. Boosting gabor feature extraction for gesture recognition using tri-axis accelerometer. IEEE 4th Information Technology and Mechatronics Engineering Conference, 2018. (EI)
4. Zhenyu He, Gesture Recognition Based on Tri-Axis Accelerometer Using 1D Gabor Filters. 9th International Conference on Parallel Architectures, Algorithms and Programming, PAAP 2018. (EI)
5. Zhenyu He, Personalized Gesture and Activity Recognition Based On Tri-axial Accelerometer Signals, information,Vol.16(7), 2013.
6. Zhenyu He ,Walking Step Estimation from a Tri-Axial Accelerometer Using Modulus Maximum of Wavelet Transform, sensor letters, Vol. 9, 1–5, 2011. (SCI)
7. Zhenyu He ,Accelerometer Based Gesture Recognition Using Fusion Features and SVM, Journal of Software，Vol. 6, NO. 6, 2011 (EI) (Google学术引用31次）
8. Zhenyu He, Wei Zhang. Estimation of Walking Speed Using Accelerometer and Artificial Neural Networks Communications in Computer and Information Science, 42-47, 2011. (EI)
9. Zhenyu He, A New Feature Fusion Method for Gesture Recognition Based on 3D Accelerometer, Chinese Conference on Pattern Recognition, vol.2, pp: 682-685 2010. (EI)
10. Zhenyu He, A new feature fusion method for handwritten character recognition based on 3D accelerometer, Applied Mechanics and Materials, Vol. 44-47, 1583-1587, 2010. (EI)
11. Zhenyu He, Activity recognition from acceleration data based on Wavelet-AR model ，IEEE International Conference on Progress in Informatics and Computing, Vol.1, pp: 499- 502, 2010. (EI) (Google学术引用27次）
12. Zhenyu He, Lianwen Jin，Activity Recognition from acceleration data Based on Discrete Consine Transform and SVM2009 IEEE International Conference on Systems, Man, and Cybernetics, pp: 5041-5044, 2009. (EI) (Google学术引用317次）
13. Zhenyu He, Zhibin Liu et al. Weightlessness Feature—A Novel Feature for Single Tri-axial Accelerometer based Activity Recognition. IEEE Int. Conference on Pattern Recognition,. pp:1-4, 2008. (SCI/EI) (Google学术引用76次）
14. Zhenyu He, Lianwen Jin et al. Gesture recognition based on 3D accelerometer for cell phones interaction. IEEE Asia Pacific Conference on circuits and systems, vol.2, pp: 682-685 2008. (EI) (Google学术引用60次）
15. He Zhenyu, Jin Lianwen, Activity Recognition from acceleration data using AR Model Representation and SVM. IEEE Int. Conference on Machine Learning and Cybernetics, Vol. 4, pp: 2245-2250, 2007. (EI) (Google学术引用137次）
