代表性期刊文章：

[1] Changru Guo, Yingwei Zhang*, Yiqiang Chen, Chenyang Xu, Zhong Wang. Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition[J]. IEEE Internet of Things (IEEE IoT), 2024.

[2] Shiyu Cheng, Pan Shang, Yingwei Zhang*, Jianhe Guan, Yiqiang Chen, Zeping Lv, Shuyun Huang, Yajing Liu, Haiqun Xie. An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment. Biomedical Signal Processing and Control (BSPC), 2024.

[3] Shuo Ma, Yingwei Zhang, Yiqiang Chen, Tao Xie, Shuchao Song, Ziyu Jia. Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification[J]. ACM Transactions on Intelligent Systems and Technology (TIST), 2023.

[4] 张迎伟, 陈益强, 于汉超, 杨晓东, 谷洋. 基于细粒度迁移的跨场景认知能力评估方法[J]. 中国科学: 信息科学, 2022. (CCF A中文)

[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 under Dual-Task Paradigm[J]. International Journal of Human-Computer Studies (IJHCS), 2021. (CCF A)

[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[J]. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2021. (CCF A)

[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 (IEEE IoT), 2020.

代表性会议文章：

[1] Shuo Ma, Yingwei Zhang, Qiqi Zhang, Yiqiang Chen, Haoran Wang, Ziyu Jia. SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination[C]//ACM MM 2024. (CCF A)

[2] Yingwei Zhang, Changru Guo, Yiqiang Chen*, Zeping Lv, Qing Li. Effective Connectivity-based Multi-view Feature Learning Method for dementia Diagnosis with fNIRS Signal[C]//ICASSP 2024. (CCF B)

[3] Jiayuan Gao, Yingwei Zhang, YiQiang Chen, TengXiang Zhang, Boshi Tang, Xiaoyu Wang. Unsupervised Human Activity Recognition via Large Language Models and Interative Evolution[C]//ICASSP 2024. (CCF B)

[4] Weiwen Yang, Yingwei Zhang, Yiqiang Chen. Leveraging Spatial-Temporal-Scale Augmentation to Assess Motor Abilities in Stroke Patients[C]/IEEE BIBM 2024. (CCF B)

[5] Changru Guo, Yingwei Zhang*, Yiqiang Chen, Weiwen Yang, Qingyu Wu, Zhong Wang. Time-Frequency Fusion-Augmentation based Contrastive Learning for Self-Supervised Human Activity Recognition[C]//IEEE Ubiquitous Intelligence & Computing (UIC), 2023.

[6] Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Hanchao Yu, Qing Li, Xiaodong Yang. 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. (CCF A)

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

[8] 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), 2018. (CCF B)

[9] Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu. Wearing-Independent Hand Gesture Recognition Method Based on EMG Armband[J]. CHCI 2017. (最佳论文提名奖) 

代表性专利：

[1] 张迎伟, 陈益强, 吕泽平, 李青. 基于Stroop范式和近红外数据的认知检测支持方法及系统: 中国, 202311227928.9[P]. 2023-09-22. (国家发明专利, 已受理)

[2] 张迎伟, 程诗雨, 陈益强. 一种用于辅助筛查轻度认知障碍的系统: 中国, 202310969606.5[P]. 2023-08-03. (国家发明专利, 已受理)

[3] 张迎伟, 郭昌如, 陈益强. 一种基于时频融合增强的行为识别模型训练方法: 中国, 202310779069.8[P]. 2023-06-28. (国家发明专利, 已受理)

[4] 陈益强, 张迎伟, 于汉超, 张胆作, 吕泽平, 商盼, 欧阳奕奕, 杨晓东, 卢旺. 一种立体色块障碍测试系统、存储介质、装置及实施方法: 中国, 201910596718.4 [P]. 2022-07-29. (已授权)

[5] 陈益强, 张迎伟, 于汉超, 吕泽平, 商盼, 欧阳奕奕, 杨晓东, 卢旺. 基于可穿戴设备的立体色块障碍测试的方法和系统: 中国, 201911248610.2[P]. 2021-07-20. (已授权)

[6] 陈益强, 张迎伟, 于汉超, 杨晓东, 曾闽林, 王永斌, 张忠平, 肖益珊. 基于生理信号的分类识别方法、介质及电子设备: 中国, 202110270458.9[P]. 2023-07-21. (已授权)

[7] 陈益强, 张迎伟, 于汉超, 杨晓东, 曾闽林. 特征自适应的动作识别方法: 中国, 202110268443.9[P]. 2023-04-07. (已授权)

[8] 陈益强, 张迎伟, 于汉超, 杨晓东. 一种肌电臂环佩戴位置预测方法和系统: 中国, 201710565772.3[P]. 2019-07-30. (已授权)

[9] 陈益强, 张迎伟, 于汉超, 吕泽平, 杨威文, 李青, 杨晓东. 一种分类识别模型构建方法: 中国, 202010639556.0[P]. 2024-04-21. (已授权)

[10] 陈益强, 张迎伟, 于汉超, 杨晓东, 卢旺, 孙睿哲, 杨威文. 基于表面肌电信号进行手势识别的方法及系统: 中国, 202110134953.7[P]. 2022-08-30. (已授权)

国家自然科学基金青年基金：面向痴呆症辅诊的行为认知跨模态关联学习方法研究，项目负责人

[1] 2024年 中国人工智能学会优秀博士学位论文奖

[2] 2024年 中国人工智能学会吴文俊技术发明二等奖

[3] 2024年 入选北京市青年人才托举工程项目

[4] 2023年 第十九届CHCI最佳论文提名奖（二作论文）

[5] 2022年 计算所优秀研究人员

[6] 2021年 中国科学院院长特别奖

[7] 2021年 中国科学院大学优秀毕业生奖/北京市优秀毕业生奖

[8] 2020年 中国科学院计算技术研究所所长特别奖（夏培肃奖）

[9] 2020年 中国科学院大学必和必拓奖学金

[10] 2017年 第十三届CHCI最佳论文提名奖（一作论文）