Yingwei Zhang

38 papers A* 10A 1B 1Misc 3Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation.
AAAI
Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen
2025 J jnl
Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey.
Artif. Intell. Rev.
Jiayuan Gao, Yingwei Zhang, Yiqiang Chen, Yihan Dong, Yuanzhe Chen, Shuchao Song, Boshi Tang, Yang Gu
2025 J jnl
CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging.
IEEE Internet Things J.
Shuo Ma, Yingwei Zhang, Yunqi Liu, Yiqiang Chen, Weiwen Yang, Jianrong Yang, Mingming Zhao, Ziyu Jia
2025 — conf
Causality-Enhanced LLM Fine-Tuning Method for Multimodal Time Series Classification.
BIBM
Shuang Wu, Yingwei Zhang, Haopeng Sun
2025 J jnl
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare.
CoRR
Penghao Wang, Qian Chen, Teng Zhang, Yingwei Zhang, Wang Lu, Yiqiang Chen
2025 Misc conf
Semantic-oriented Visual Prompt Learning for Class Incremental Learning.
ICASSP
Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen
2025 A* conf
SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination.
ICLR
Shuo Ma, Yingwei Zhang, Yiqiang Chen, Hualei Wang, Yuan Jin, Wei Zhang, Ziyu Jia
2025 A* conf
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer.
AAAI
Haopeng Sun, Yingwei Zhang, Lumin Xu, Sheng Jin, Yiqiang Chen
2025 A* conf
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling.
CVPR
Haopeng Sun, Yingwei Zhang, Lumin Xu, Sheng Jin, Ping Luo, Chen Qian, Wentao Liu, Yiqiang Chen
2024 J jnl
An adaptive joint optimization framework for pruning and quantization.
Int. J. Mach. Learn. Cybern.
Xiaohai Li, Xiaodong Yang, Yingwei Zhang, Jianrong Yang, Yiqiang Chen
2024 J jnl
An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment.
Biomed. Signal Process. Control.
Shiyu Cheng, Pan Shang, Yingwei Zhang, Jianhe Guan, Yiqiang Chen, Zeping Lv, Shuyun Huang, Yajing Liu, Haiqun Xie
2024 Misc conf
Effective Connectivity-Based Multi-View Feature Learning Method for Dementia Diagnosis with FNIRS Signal.
ICASSP
Yingwei Zhang, Changru Guo, Yiqiang Chen, Zeping Lv, Qing Li
2024 J jnl
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification.
ACM Trans. Intell. Syst. Technol.
Shuo Ma, Yingwei Zhang, Yiqiang Chen, Tao Xie, Shuchao Song, Ziyu Jia
2024 A* conf
FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise.
IJCAI
Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Zhiqi Shen, Hanchao Yu, Yingwei Zhang
2024 J jnl
Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise.
IEEE Trans. Neural Networks Learn. Syst.
Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Chunyu Hu, Yingwei Zhang
2024 A conf
Information Retrieval Optimization for Non-Exemplar Class Incremental Learning.
CIKM
Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen
2024 — conf
Leveraging Spatial-Temporal-Scale Augmentation to Assess Motor Abilities in Stroke Patients.
BIBM
Weiwen Yang, Yingwei Zhang, Hai Liu, Yiqiang Chen
2024 J jnl
Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition.
IEEE Internet Things J.
Changru Guo, Yingwei Zhang, Yiqiang Chen, Chenyang Xu, Zhong Wang
2024 A* conf
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion.
ACM Multimedia
Chenglong Zhang, Xinyan Liang, Peng Zhou, Zhaolong Ling, Yingwei Zhang, Xingyu Wu, Weiguo Sheng, Bingbing Jiang
2024 A* conf
SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination.
ACM Multimedia
Shuo Ma, Yingwei Zhang, Qiqi Zhang, Yiqiang Chen, Haoran Wang, Ziyu Jia
2024 J jnl
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer.
CoRR
Haopeng Sun, Yingwei Zhang, Lumin Xu, Sheng Jin, Yiqiang Chen
2024 Misc conf
Unsupervised Human Activity Recognition Via Large Language Models and Iterative Evolution.
ICASSP
Jiayuan Gao, Yingwei Zhang, Yiqiang Chen, Tengxiang Zhang, Boshi Tang, Xiaoyu Wang
2024 — conf
Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging.
BIBM
Yuwei Dai, Yingwei Zhang, Yiqiang Chen, Yang Gu, Yuan Jin, Wei Zhang
2023 J jnl
Adaptive collaborative fusion for multi-view semi-supervised classification.
Inf. Fusion
Bingbing Jiang, Chenglong Zhang, Yan Zhong, Yi Liu, Yingwei Zhang, Xingyu Wu, Weiguo Sheng
2022 J jnl
CLC: A Consensus-based Label Correction Approach in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang
2022 A* conf
Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract).
AAAI
Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng
2022 J jnl
Dual layer transfer learning for sEMG-based user-independent gesture recognition.
Pers. Ubiquitous Comput.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu
2022 J jnl
Human-centered intelligent healthcare: explore how to apply AI to assess cognitive health.
CCF Trans. Pervasive Comput. Interact.
Yingwei Zhang, Yiqiang Chen, Weiwen Yang, Hanchao Yu, Zeping Lv
2022 B conf
Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition.
IJCNN
Kang Wang, Yiqiang Chen, Yingwei Zhang, Xiaodong Yang, Chunyu Hu
2021 J jnl
A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Ruizhe Sun, Bixiao Zeng
2021 J jnl
What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm.
Int. J. Hum. Comput. Stud.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Xiaodong Yang, Chunyu Hu, Tengxiang Zhang
2020 A* conf
Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation.
IJCAI
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Qing Li, Xiaodong Yang
2020 A* conf
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition.
AAAI
Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang, Wang Lu, Ruizhe Sun
2020 J jnl
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition.
IEEE Internet Things J.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu
2019 — conf
Wearable Sensors Based Automatic Box and Block Test System.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Pan Shang, Yiyi Ouyang, Xiaodong Yang, Wang Lu
2018 — conf
COSA: Contextualized and Objective System to Support ADHD Diagnosis.
BIBM
Yiqiang Chen, Yingwei Zhang, Xinlong Jiang, Xin Zeng, Ruizhe Sun, Hanchao Yu
2018 J jnl
Less annotation on active learning using confidence-weighted predictions.
Neurocomputing
Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang
2018 J jnl
Wearing-independent hand gesture recognition method based on EMG armband.
Pers. Ubiquitous Comput.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu, Hong Liu