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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] 張迎偉, 陳益強, 于漢超, 楊曉東, 谷洋. 基于細(xì)粒度遷移的跨場景認(rèn)知能力評估方法[J]. 中國科學(xué): 信息科學(xué), 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.

代表性會議文章：

[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. (最佳論文提名獎)?

代表性專利：

[1] 張迎偉, 陳益強, 呂澤平, 李青. 基于Stroop范式和近紅外數(shù)據(jù)的認(rèn)知檢測支持方法及系統(tǒng): 中國, 202311227928.9[P]. 2023-09-22. (國家發(fā)明專利, 已受理)

[2] 張迎偉, 程詩雨, 陳益強. 一種用于輔助篩查輕度認(rèn)知障礙的系統(tǒng): 中國, 202310969606.5[P]. 2023-08-03. (國家發(fā)明專利, 已受理)

[3] 張迎偉, 郭昌如, 陳益強. 一種基于時頻融合增強的行為識別模型訓(xùn)練方法: 中國, 202310779069.8[P]. 2023-06-28. (國家發(fā)明專利, 已受理)

[4] 陳益強, 張迎偉, 于漢超, 張膽作, 呂澤平, 商盼, 歐陽奕奕, 楊曉東, 盧旺. 一種立體色塊障礙測試系統(tǒng)、存儲介質(zhì)、裝置及實施方法: 中國, 201910596718.4 [P]. 2022-07-29. (已授權(quán))

[5] 陳益強, 張迎偉, 于漢超, 呂澤平, 商盼, 歐陽奕奕, 楊曉東, 盧旺. 基于可穿戴設(shè)備的立體色塊障礙測試的方法和系統(tǒng): 中國, 201911248610.2[P]. 2021-07-20. (已授權(quán))

[6] 陳益強, 張迎偉, 于漢超, 楊曉東, 曾閩林, 王永斌, 張忠平, 肖益珊. 基于生理信號的分類識別方法、介質(zhì)及電子設(shè)備: 中國, 202110270458.9[P]. 2023-07-21. (已授權(quán))

[7] 陳益強, 張迎偉, 于漢超, 楊曉東, 曾閩林. 特征自適應(yīng)的動作識別方法: 中國, 202110268443.9[P]. 2023-04-07. (已授權(quán))

[8] 陳益強, 張迎偉, 于漢超, 楊曉東. 一種肌電臂環(huán)佩戴位置預(yù)測方法和系統(tǒng): 中國, 201710565772.3[P]. 2019-07-30. (已授權(quán))

[9] 陳益強, 張迎偉, 于漢超, 呂澤平, 楊威文, 李青, 楊曉東. 一種分類識別模型構(gòu)建方法: 中國, 202010639556.0[P]. 2024-04-21. (已授權(quán))

[10] 陳益強, 張迎偉, 于漢超, 楊曉東, 盧旺, 孫睿哲, 楊威文. 基于表面肌電信號進(jìn)行手勢識別的方法及系統(tǒng): 中國, 202110134953.7[P]. 2022-08-30. (已授權(quán))

國家自然科學(xué)基金青年基金：面向癡呆癥輔診的行為認(rèn)知跨模態(tài)關(guān)聯(lián)學(xué)習(xí)方法研究，項目負(fù)責(zé)人

[1] 2024年 中國人工智能學(xué)會優(yōu)秀博士學(xué)位論文獎

[2] 2024年 中國人工智能學(xué)會吳文俊技術(shù)發(fā)明二等獎

[3] 2024年 入選北京市青年人才托舉工程項目

[4] 2023年 第十九屆CHCI最佳論文提名獎（二作論文）

[5] 2022年 計算所優(yōu)秀研究人員

[6] 2021年 中國科學(xué)院院長特別獎

[7] 2021年 中國科學(xué)院大學(xué)優(yōu)秀畢業(yè)生獎/北京市優(yōu)秀畢業(yè)生獎

[8] 2020年 中國科學(xué)院計算技術(shù)研究所所長特別獎（夏培肅獎）

[9] 2020年 中國科學(xué)院大學(xué)必和必拓獎學(xué)金

[10] 2017年 第十三屆CHCI最佳論文提名獎（一作論文）