王子劍
男、講師
個人簡介
碩士生導師。本科就讀於同濟大學🗄💆🏻♀️，隨後本校直接攻讀博士，並於2020年獲得同濟大學博士學位。在類腦智能，類腦交叉領域應用方向開展科研工作🎠🙇🏿♀️。在國內外高水平期刊和會議發表論文20余篇，成果發表於IJIS、IEEE Trans等重要國際期刊。主持中央高校專項資金項目1項，並參與了包括國家重點研發計劃項目🟫、國家科技支撐計劃、國家自然科學基金重大研究計劃培育項目、國家自然科學基金面上項目等多項重大課題🤖。在外擔任SCI期刊Journal of Integrative Neuroscience客座編輯🌲，CAAI會員。與海軍工程大學、301醫院、上海東方醫院、天源迪科研究院、中國交通銀行等多家單位具有多層次深入合作。歡迎有誌攻讀碩士的同學與我聯系⏳。
主要研究方向🌜⛩：
類腦智能🧕🏽、機器學習
講授課程👨🏿💻：
機器學習、大數據
主要論文研究成果🧚🏻♀️：
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區)
2. ZijianWang, Zuo Zhang, and Yaoru Sun. "Different Neural Information Flows Affected by Activity Patterns for Action and Verb Generation." Frontiers in Psychology 13 (2022): 802756-802756. (SSCI 1區)
3. 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)
4. 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)
5. 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)
6. 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區)
7. 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區)
8. Zijian Wang, Qian Xi, Hong Zhang, Yalin Song, and Shiqi Cao. 2022. "Different Neural Activities for Actions and Language within the Shared Brain Regions: Evidence from Action and Verb Generation" Behavioral Sciences 12, no. 7: 243. (SSCI)
9. 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）
10. 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會議)
11. 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區)
12. 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區)
13. Yanting Zhang*, Zijian Wang, Ruoning Song, Cairong Yan, and Yonggang Qi, Detection-by-Tracking of Traffic Signs in Videos, Applied Intelligence, 2021. (SCI 3區)
14. 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區)
15. 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區)
16. 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區)
17. 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區）
18. 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 會議)
19. 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 會議)
20. 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 會議)
21. 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 會議)
22. 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)
23. 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會議)
科研項目：
1. 中央高校自由探索基金項目，基於語義理解神經機製及脈沖神經網絡的類腦計算模型研究，2232021D-26，2021/01-2023/12👩🏼🚒，主持。
2. 沐鸣娱乐青年教師科研啟動基金項目，基於脈沖神經網絡的語義理解模型研究，2021/01-2021/12，主持。
3. 上海市科委“科技創新行動計劃”醫學創新研究專項，20Y11911700，基於機器學習的多模態MRI新技術在MCI早期診斷及其向AD轉化中的應用價值研究😿，2020/12-2023/11，參與👩🏻🦽➡️。
4. 國家重點研發計劃項目🐎，城鎮建築垃圾智能精細分選與升級利用技術，2019YFC1906200🕓😭，建築垃圾人工智能精細分選技術和成套裝備研發與工程示範，2020/01-2022/12，參與⚓️。
5. 國家重點研發計劃重大慢性非傳染性疾病防控研究專項， 2016YFC1306805，精神分裂症生物學標記預警模型建立以及在多級風險布控體系中的應用，2016/09-2020/12👌🏿，參與🍩。
6. 國家自然科學基金重大研究計劃培育項目，91748122，基於身體歸屬腦機製的人機共融輪椅機器人行為意圖實時準確認知與人機協同研究，2018.01-2020.12☮️，參與。
聯系方式🧎🏻♂️🥚： wang.zijian@dhu.edu.cn
Zijian Wang
Male, Lecturer
Personal Profile:
Master's degree supervisor. Studied at Tongji University for my undergraduate degree and then studied directly for my PhD at this university, which I received in 2020. Conducts scientific research in the direction of brain-like intelligence, brain-like cross-field applications. Have published more than 20 papers in high level journals and conferences at home and abroad. The results have been published in IJIS, IEEE Trans and other important international journals. Presided over one project for special funds from the central universities, and participated in many major projects including the National Key Research and Development Program, National Science and Technology Support Program, National Natural Science Foundation of China Major Research Program Incubation Project, and National Natural Science Foundation of China Surface Project. Is a guest editor of the SCI journal Journal of Integrative Neuroscience and a member of CAAI. We have multi-level and in-depth cooperation with many institutions such as Naval Engineering University, 301 Hospital, Shanghai Oriental Hospital, Tianyuan Dike Research Institute and Bank of Communications of China. Students interested in pursuing a Master's degree are welcome to contact me.
Main research interests:
Brain-like intelligence, Machine learning
Courses taught:
Machine Learning, Big Data
Main thesis findings:
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區)
ZijianWang, Zuo Zhang, and Yaoru Sun. "Different Neural Information Flows Affected by Activity Patterns for Action and Verb Generation." Frontiers in Psychology 13 (2022): 802756-802756. (SSCI 1區)
3. 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)
4. 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)
5. 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)
6. 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區)
7. 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區)
8. Zijian Wang, Qian Xi, Hong Zhang, Yalin Song, and Shiqi Cao. 2022. "Different Neural Activities for Actions and Language within the Shared Brain Regions: Evidence from Action and Verb Generation" Behavioral Sciences 12, no. 7: 243. (SSCI)
9. 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）
10. 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會議)
11. 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區)
12. 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區)
13. Yanting Zhang*, Zijian Wang, Ruoning Song, Cairong Yan, and Yonggang Qi, Detection-by-Tracking of Traffic Signs in Videos, Applied Intelligence, 2021. (SCI 3區)
14. 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區)
15. 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區)
16. 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區)
17. 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區）
18. 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 會議)
19. 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 會議)
20. 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 會議)
21. 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 會議)
22. 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)
23. 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會議)
Scientific research projects:
1. Central University Free Exploration Fund Project, Research on Brain-like Computational Models Based on Neural Mechanisms of Semantic Understanding and Impulsive Neural Networks, 2232021D-26, 2021/01-2023/12, host🫵🏼。
2. Donghua University Young Teachers' Research Start-up Fund Project, Research on Semantic Understanding Model based on Impulse Neural Network, 2021/01-2021/12，host.
3. Shanghai Science and Technology Commission "Science and Technology Innovation Action Plan" medical innovation research special project👨🔧，20Y11911700，A study on the value of a new multimodal MRI technique based on machine learning for the early diagnosis of MCI and its conversion to AD, 2020/12-2023/11, participate in.
4. National Key R&D Programme Project, Intelligent Fine Sorting and Upgrading Technology for Urban Construction Waste, 2019YFC1906200, Research, development and engineering demonstration of artificial intelligent fine sorting technology and complete sets of equipment for construction waste, 2020/01-2022/12, participate in.
5. National Key Research and Development Program for Prevention and Control of Major Chronic Non-communicable Diseases, 2016YFC1306805, Development of an early warning model for biological markers of schizophrenia and its application in a multi-level risk mapping system，2016/09-2020/12.
6.The National Natural Science Foundation of China Major Research Program Incubation Project, 91748122, Research on real-time accurate cognition of behavioral intentions and human-machine collaboration in human-machine co-integrated wheelchair robots based on body-attributable brain mechanisms, 2018.01-2020.12, participate in.
Contact details: wang.zijian@dhu.edu.cn