Yingwei
≡
profile photo

Yingwei Zhang

I am a researcher assistant at IResearch Center for Ubiquitous Computing Systems (CUbiCS), Institute of Computing Technology (ICT), Chinese Academy of Sciences, Beijing, China. My interest areas include EEG/EMG physiological signal analysis, multi-modality learning, and gesture/human activity recognition. I also got my PhD degree at ICT, under the guidance of Professor Yiqiang Chen.

Email  /  Google Scholar  / 

News

  • 05/2022, one paper has been accepted by Frontiers Oncology.

  • 04/2022, one paper has been accepted by IJCNN 2022.

  • 03/2022, one paper has been accepted by CCF Transactions on Pervasive Computing and Interaction.

  • 02/2022, one paper has been accepted by SCIENTIA SINICA Informationis.

  • 02/2022, one paper has been accepted by ACM Transactions on Intelligent Systems and Technology.

  • 02/2022, one paper has been accepted by AAAI Federated Learning Workshop.

    • Talks

  • 12/2021, "A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition" at CCF HHME.

  • 07/2021, "Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation" at IJCAI-SAIA Young Elite Symposium.

  • 07/2021, Graduate representative at graduation ceremony of University of Chinese Academy of Sciences (UCAS).

    • Publications

    Conference Papers:

    1. Kang Wang, Yiqiang Chen, Yingwei Zhang, Xiaodong Yang, Chunyu Hu. Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition[C]. IEEE International Joint Conference on Neural Network (IJCNN), 2022.    [link]

    2. Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng. Class-Wise Adaptive Self Distillation for Heterogeneous Federated Learning[C]. AAAI Federated Learning Workshop, 2022.    [link]

    3. Yingwei Zhang, Yiqiang Chen, Zeping Lv, Hanchao Yu, Qing Li. Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation[C]. Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020.    [link]

    4. Yingwei Zhang, Yiqiang Chen, Hancho Yu, Zeping Lv, Pan Shang, Yiyi Ouyang, Xiaodong Yang, Wang Lu. Wearable Sensors Based Automatic Box and Block Test System[C]//2019 IEEE Ubiquitous Intelligence & Computing(UIC). IEEE, 2019.    [link]

    5. Yiqiang Chen, Yingwei Zhang, Xinlong Jiang, Xin Zeng, Ruizhe Sun, Hanchao Yu. COSA: Contextualized and Objective System to Support ADHD Diagnosis[C]//2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2018.    [link]

    6. Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang, Wang Lu, Ruizhe Sun. Instance-Wise Dynamic Sensor Selection for Human Activity Recognition. Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020.    [link]

    Journal Papers:

    1. Rui Chen, Beining Hou, Shaotian Qiu, Shuai Shao, Zhenjun Yu, Feng Zhou, Beichen Guo, Li Yuhan, Yingwei Zhang*, Tao Han. Development and validation of nomogram for predicting survival of primary liver cancers using Machine Learning. Frontiers Oncology, 2022.   

    2. Yingwei Zhang, Yiqiang Chen, Weiwen Yang, Hanchao Yu. Human-Centered Intelligent Healthcare: Explore How to Apply AI to Assess Cognitive Health. CCF Transactions on Pervasive Computing and Interaction, 2022.   

    3. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang. A Fine-Grained Transfer Learning Method for Cross-Scenario Cognitive Assessment. SCIENTIA SINICA Informationis, 2022.   

    4. Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang. CLC: A Consensus-based Label Correction Approach in Federated Learning. ACM Transactions on Intelligent Systems and Technology (TIST), 2022.   

    5. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Xiaodong Yang, Chunyu Hu, Tengxiang Zhang. What Can ”Drag & Drop” Tell? Detecting Mild Cognitive Impairment by Hand Motor Function Assessment nder Dual-Task Paradigm. International Journal of Human-Computer Studies (IJHCS), 2020.    [link]

    6. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Ruizhe Sun, Bixiao Zeng. A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition. ACM International Conference on Ubiquitous Computing (UbiComp), 2021.    [link]

    7. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu. Learning Effective Spatial-Temporal Features for sEMG Armband based Gesture Recognition[J]. IEEE Internet of Things (IoT), 2020.    [link]

    8. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu, Hong Liu. Wearing-Independent Hand Gesture Recognition Method Based on EMG Armband[J]. Personal and Ubiquitous Computing (PUC), 2018. (人机交互领域 CCF C 类期刊, SCI2019: 2.000)    [link]

    9. Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu. Dual Layer Transfer Learning for sEMG-Based User-Independent Gesture Recognition[J]. Personal and Ubiquitous Computing (PUC), 2020.    [link]

    10. Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang. Less Annotation on Active Learning Using Confidence-Weighted Predictions. Neurocomputing, 2018.    [link]

    11. 杨晓东, 陈益强, 于汉超, 张迎伟, 钟习, 胡子昂, 刘宏. 面向帕金森病的多模态异构协同感知方法. 电子学报, 2017.    [link]

    12. 于汉超, 杨晓东, 张迎伟, 钟习, 陈益强. 凌空手势识别综述. 科技导报, 2017.    [link]

    Services

  • Reviewer of IEEE Internet of Things

  • Reviewer of International Journal of Human-Computer Studies (IJHCS)

  • Reviewer of Frontiers in Neurorobotics

  • Reviewer of International Journal of Machine Learning and Cybernetics (IJML)

  • Reviewer of IJCAI 2021

    • Awards

  • Outstanding graduate Award, Beijing, 2021

  • Outstanding graduate Award, Chinese Academy of Sciences, 2021

  • Dean's special award, Chinese Academy of Sciences, 2021

  • National Scholarship for Graduate Students, 2020

  • National Scholarship for Graduate Students, 2018

  • BHP Billiton scholarship, Chinese Academy of Sciences, 2020

  • Director's special award (Xiapeisu Award), 2020

  • Best paper nomination Award, 13th National Conference on human computer interaction, 2017

  • "Excellent innovation project award", 13th National Human Computer Interaction academic conference human computer interaction and artificial intelligence innovation and Entrepreneurship Competition, 2017

  • Shuguang's PhD Scholarship, 2019

  • Excellent volunteer, Institute of Computing Technology, 2017

  • Third prize of "Popular Science Competition", Institute of Computing Technology, 2018
    • Last updated: 01/15/2022 16:38. Powered by w3.css