王子剑(讲师)



王子剑


讲师


个人简介


硕士生导师。本科就读于同济大学,随后本校直接攻读博士,并于2020年获得同济大学博士学位。在类脑智能,类脑交叉领域应用方向开展科研工作。在国内外高水平期刊和会议发表论文20余篇,成果发表于IJISIEEE Trans等重要国际期刊。主持中央高校专项资金项目1项,并参与了包括国家重点研发计划项目、国家科技支撑计划、国家自然科学基金重大研究计划培育项目、国家自然科学基金面上项目等多项重大课题。在外担任SCI期刊Journal of Integrative Neuroscience客座编辑,CAAI会员。与中国电信、中国交通银行、上海东方医院、天源迪科研究院等多家单位具有多层次深入合作。欢迎有志攻读硕士的同学与我联系。


主要研究方向:


类脑智能、机器学习


讲授课程:


机器学习、大数据


主要论文研究成果:


1. Zijian Wang, Haibo Shi, Yanting Zhang, and Cairong Yan. Recurrent Spiking Neural Network with Dynamic Presynaptic Currents Based on Backpropagation. International Journal of Intelligent Systems. DOI:10.1002/int.22772 (SCI 1)

2. Zijian Wang, Yaqin Zhu, Haibo Shi, Yanting Zhang, Cairong Yan. A 3D multiscale view convolutional neural network with attention for mental disease diagnosis on MRI images. Mathematical Biosciences and Engineering, 2021, 18(5): 6978-3994. (SCI/SSCI)

3. Zijian Wang, Lei Cao, Zuo Zhang, Xiaoliang Gong, Yaoru Sun, and Haoran Wang. "Short time Fourier transformation and deep neural networks for motor imagery brain computer interface recognition." Concurrency and Computation: Practice and Experience 30, no. 23 (2018): e4413.(SCI, CCF C)

4. Zijian Wang, Fei Liu, Yaoru Sun, Jie Li, Fang Wang, Zheng Lu. The role of the precuneus and posterior cingulate cortex in the neural routes to action. Computer Assisted Surgery, 2019, 24(sup1): 113-120. (SCI)

5. Shao, Yongjia&, Zijian Wang&, Bin Ji, Hang Qi, Shangci Hao, Gang Li, Yue Zhang, and Qian Xi. "Diffusion Tensor Imaging Study of Olfactory Identification Deficit in Patients With Mild Cognitive Impairment." Frontiers in Aging Neuroscience 13 (2021). (SCI 2)

6. Zijian Wang, Yaoru Sun, Qianzi Shen, Lei Cao. Dilated 3D Convolutional Neural Networks for Brain MRI Data Classification. IEEE Access, 2019, 7: 134388-134398. (SCI 2)

7. Zijian Wang, Zuo Zhang, Fang Wang, and Yaoru Sun. Vision-based hand gesture interaction using particle filter, principle component analysis and transition network. Journal of Information & Computational Science. 2014, 11(4): 1037-1045.EI期刊)

8. Yanting Zhang, Jingru Shi, Qingxiang Wang, Zijian Wang*, and Cairong Yan*, An Exploration of Moving Robot Localization Assisted with a Static Monocular Camera, IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), Beijing, China, 2021.11.17-2021.11.19. (EI会议)

9. Hong Zhang, Yaoru Sun, Jie Li, Fang Wang, Zijian Wang. Covert verb reading contributes to signal classification of motor imagery in BCI. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, 26(1): 45-50. (SCI 2)

10. Wang, Haoran, Yaoru Sun, Fang Wang, Lei Cao, Wei Zhou, Zijian Wang, and Shiyi Chen. "Cross-Subject Assistance: Inter-and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs." IEEE Transactions on Neural Systems and Rehabilitation Engineering 29 (2021): 517-526. (SCI 2)

11. Yanting Zhang*, Zijian Wang, Ruoning Song, Cairong Yan, and Yonggang Qi, Detection-by-Tracking of Traffic Signs in Videos, Applied Intelligence, 2021. (SCI 3)

12. Chunjiang Fan, Zijian Wang, Gang Li, Jian Luo, Yang Cao, Zhenyu Hu, Haoran Wang, Lei Cao. A Novel 3D U-net Deep Network with Paralleling Structure for Stroke Lesion Image Segmentation, Journal of Medical Imaging and Health Informatics, 2020, 10(3): 724-730. (SCI 4)

13. Zhang, Zuo, Yaoru Sun, and Zijian Wang. "Representation of action semantics in the motor cortex and Broca’s area." Brain and language 179 (2018): 33-41. (SCI 4)

14. Lei Cao, Tianyu Liu, Lusong Hou, Zijian Wang, Chunjiang Fan, Jie Li, Haoran Wang. A Novel Real-Time Multi-Phase BCI Speller Based on Sliding Control Paradigm of SSVEP. IEEE Access, 2019, 7: 133974-133981. (SCI 4)

15. Lei Cao, Chunjiang Fan, Zijian Wang, Lusong Hou, Haoran Wang, and Gang Li. Alertness-based subject-dependent and subject-independent filter optimization for improving classification efficiency of SSVEP detection. Technology and Health Care, 2020, 28(S1): 173-180. SCI 4

16. Yan Cairong, Shuai Liu, Yanting Zhang, Zijian Wang, and Pengwei Wang. "A Multi-Task Learning Approach for Recommendation based on Knowledge Graph." In 2021 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2021. (CCF C 会议)

17. Yan Cairong, Yiwei Wang, Yanting Zhang, Zijian Wang, and Pengwei Wang. "Modeling Long-and Short-Term User Behaviors for Sequential Recommendation with Deep Neural Networks." In 2021 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2021. (CCF C 会议)

18. Yan, Cairong, Haixia Han, Zijian Wang, and Yanting Zhang. "Two-Phase Multi-armed Bandit for Online Recommendation." In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), pp. 1-8. IEEE, 2021. (CCF C 会议)

19. Yan, Cairong, Anan Ding, Yanting Zhang, and Zijian Wang, . "Learn Fashion Similarity Based on Hierarchical Attribute Embedding." In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), pp. 1-8. IEEE, 2021. (CCF C 会议)

20. Song Yalin, Yaoru Sun, Zijian Wang, Hong Zhang et al. "Classification of Single Trial EEG During Automatic Correction of Finger Movement." Journal of Software Engineering 11 (2017): 54-59.(EI期刊)

21. Shen Qianzi, Zijian Wang, and Yaoru Sun. "Sentiment analysis of movie reviews based on cnn-blstm." International Conference on Intelligence Science. Springer, Cham, 2017.(EI会议)


科研项目:

1. 中央高校自由探索基金项目,基于语义理解神经机制及脉冲神经网络的类脑计算模型研究,2232021D-262021/01-2023/12,主持。

2. 东华大学青年教师科研启动基金项目,基于脉冲神经网络的语义理解模型研究,2021/01-2021/12,主持。

3. 上海市科委“科技创新行动计划”医学创新研究专项,20Y11911700,基于机器学习的多模态MRI新技术在MCI早期诊断及其向AD转化中的应用价值研究,2020/12-2023/11,参与

4. 国家重点研发计划项目,城镇建筑垃圾智能精细分选与升级利用技术,2019YFC1906200,建筑垃圾人工智能精细分选技术和成套装备研发与工程示范,2020/01-2022/12,参与。

5. 国家重点研发计划重大慢性非传染性疾病防控研究专项, 2016YFC1306805,精神分裂症生物学标记预警模型建立以及在多级风险布控体系中的应用,2016/09-2020/12,参与。

6. 国家自然科学基金重大研究计划培育项目,91748122,基于身体归属脑机制的人机共融轮椅机器人行为意图实时准确认知与人机协同研究,2018.01-2020.12,参与。


联系方式: wang.zijian@dhu.edu.cn