COSA: Contextualized and Objective System to Support ADHD Diagnosis. - Yiqiang Chen 001; Yingwei Zhang 002; Xinlong Jiang; Xin Zeng; Ruizhe Sun; Hanchao Yu (BIBM, 2018)

Less annotation on active learning using confidence-weighted predictions. - Xiaodong Yang 005; Yiqiang Chen 001; Hanchao Yu; Yingwei Zhang 002 (Neurocomputing, 2018)

Wearing-independent hand gesture recognition method based on EMG armband. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu; Hong Liu 013 (Pers. Ubiquitous Comput., 2018)

Wearable Sensors Based Automatic Box and Block Test System. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Zeping Lv; Pan Shang; Yiyi Ouyang; Xiaodong Yang 005; Wang Lu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Instance-Wise Dynamic Sensor Selection for Human Activity Recognition. - Xiaodong Yang 005; Yiqiang Chen 001; Hanchao Yu; Yingwei Zhang 002; Wang Lu; Ruizhe Sun (AAAI, 2020)

Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Zeping Lv; Qing Li; Xiaodong Yang 005 (IJCAI, 2020)

Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu (IEEE Internet Things J., 2020)

What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Zeping Lv; Xiaodong Yang 005; Chunyu Hu 001; Tengxiang Zhang (Int. J. Hum. Comput. Stud., 2021)

A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Ruizhe Sun; Bixiao Zeng (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract). - Yuting He; Yiqiang Chen 001; Xiaodong Yang 005; Yingwei Zhang 002; Bixiao Zeng (AAAI, 2022)

Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition. - Kang Wang; Yiqiang Chen 001; Yingwei Zhang 002; Xiaodong Yang 005; Chunyu Hu 001 (IJCNN, 2022)

Human-centered intelligent healthcare: explore how to apply AI to assess cognitive health. - Yingwei Zhang 002; Yiqiang Chen 001; Weiwen Yang; Hanchao Yu; Zeping Lv (CCF Trans. Pervasive Comput. Interact., 2022)

Dual layer transfer learning for sEMG-based user-independent gesture recognition. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu (Pers. Ubiquitous Comput., 2022)

CLC: A Consensus-based Label Correction Approach in Federated Learning. - Bixiao Zeng; Xiaodong Yang 005; Yiqiang Chen 001; Hanchao Yu; Yingwei Zhang 002 (ACM Trans. Intell. Syst. Technol., 2022)

Adaptive collaborative fusion for multi-view semi-supervised classification. - Bingbing Jiang 001; Chenglong Zhang; Yan Zhong 001; Yi Liu 037; Yingwei Zhang 002; Xingyu Wu; Weiguo Sheng 001 (Inf. Fusion, 2023)

Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging. - Yuwei Dai; Yingwei Zhang 002; Yiqiang Chen 001; Yang Gu 001; Yuan Jin; Wei Zhang 082 (BIBM, 2024)

Leveraging Spatial-Temporal-Scale Augmentation to Assess Motor Abilities in Stroke Patients. - Weiwen Yang; Yingwei Zhang 002; Hai Liu; Yiqiang Chen 001 (BIBM, 2024)

Information Retrieval Optimization for Non-Exemplar Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (CIKM, 2024)

Unsupervised Human Activity Recognition Via Large Language Models and Iterative Evolution. - Jiayuan Gao; Yingwei Zhang 002; Yiqiang Chen 001; Tengxiang Zhang; Boshi Tang; Xiaoyu Wang (ICASSP, 2024)

Effective Connectivity-Based Multi-View Feature Learning Method for Dementia Diagnosis with FNIRS Signal. - Yingwei Zhang 002; Changru Guo; Yiqiang Chen 001; Zeping Lv; Qing Li (ICASSP, 2024)

FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise. - Bixiao Zeng; Xiaodong Yang 005; Yiqiang Chen 001; Zhiqi Shen 001; Hanchao Yu; Yingwei Zhang 002 (IJCAI, 2024)

SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination. - Shuo Ma 001; Yingwei Zhang 002; Qiqi Zhang; Yiqiang Chen 001; Haoran Wang 012; Ziyu Jia (ACM Multimedia, 2024)

Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion. - Chenglong Zhang; Xinyan Liang; Peng Zhou 006; Zhaolong Ling; Yingwei Zhang 002; Xingyu Wu; Weiguo Sheng 001; Bingbing Jiang 001 (ACM Multimedia, 2024)

An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment. - Shiyu Cheng; Pan Shang; Yingwei Zhang 002; Jianhe Guan; Yiqiang Chen 001; Zeping Lv; Shuyun Huang; Yajing Liu; Haiqun Xie (Biomed. Signal Process. Control., 2024)

Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification. - Shuo Ma 001; Yingwei Zhang 002; Yiqiang Chen 001; Tao Xie; Shuchao Song; Ziyu Jia (ACM Trans. Intell. Syst. Technol., 2024)

Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition. - Changru Guo; Yingwei Zhang 002; Yiqiang Chen 001; Chenyang Xu; Zhong Wang 006 (IEEE Internet Things J., 2024)

An adaptive joint optimization framework for pruning and quantization. - Xiaohai Li; Xiaodong Yang 005; Yingwei Zhang 002; Jianrong Yang; Yiqiang Chen 001 (Int. J. Mach. Learn. Cybern., 2024)

Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise. - Bixiao Zeng; Xiaodong Yang 005; Yiqiang Chen 001; Hanchao Yu; Chunyu Hu 001; Yingwei Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer. - Haopeng Sun; Yingwei Zhang 002; Lumin Xu; Sheng Jin 007; Yiqiang Chen 001 (AAAI, 2025)

Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling. - Haopeng Sun; Yingwei Zhang 002; Lumin Xu; Sheng Jin 007; Ping Luo 002; Chen Qian 006; Wentao Liu 002; Yiqiang Chen 001 (CVPR, 2025)

Semantic-oriented Visual Prompt Learning for Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (ICASSP, 2025)

SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination. - Shuo Ma 001; Yingwei Zhang 002; Yiqiang Chen 001; Hualei Wang; Yuan Jin; Wei Zhang 082; Ziyu Jia (ICLR, 2025)

CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging. - Shuo Ma 001; Yingwei Zhang 002; Yunqi Liu; Yiqiang Chen 001; Weiwen Yang; Jianrong Yang; Mingming Zhao; Ziyu Jia (IEEE Internet Things J., 2025)

FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare. - Penghao Wang; Qian Chen; Teng Zhang; Yingwei Zhang 002; Wang Lu; Yiqiang Chen 001 (CoRR, 2025)

Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey. - Jiayuan Gao; Yingwei Zhang 002; Yiqiang Chen 001; Yihan Dong; Yuanzhe Chen; Shuchao Song; Boshi Tang; Yang Gu 001 (Artif. Intell. Rev., 2025)