| 2026 | AAAI | State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation. | Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen |
| 2025 | AAAI | Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer. | Haopeng Sun, Yingwei Zhang, Lumin Xu, Sheng Jin, Yiqiang Chen |
| 2025 | ADMA | RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining. | Xinliang Zhou, Jianheng Zhou, Jiaping Xiao, Yingwei Zhang, Xiaoshuai Hao, Jing Wang, Badong Chen, Qingsong Wen |
| 2025 | CVPR | Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling. | Haopeng Sun, Yingwei Zhang, Lumin Xu, Sheng Jin, Ping Luo, Chen Qian, Wentao Liu, Yiqiang Chen |
| 2025 | ICASSP | Semantic-oriented Visual Prompt Learning for Class Incremental Learning. | Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen |
| 2025 | ICLR | SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination. | Shuo Ma, Yingwei Zhang, Yiqiang Chen, Hualei Wang, Yuan Jin, Wei Zhang, Ziyu Jia |
| 2025 | IJCAI | CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness. | Yingwei Zhang, Ke Bu, Zhuoran Zhuang, Tao Xie, Yao Yu, Dong Li, Yang Guo, Detao Lv |
| 2025 | IJCNN | Temporal-Aware Domain Adaptation for Noise Reduction in IMU-based Facial Perception. | Yanrong Li, Yingwei Zhang, Yiqiang Chen |
| 2024 | CIKM | Information Retrieval Optimization for Non-Exemplar Class Incremental Learning. | Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen |
| 2024 | ICASSP | Unsupervised Human Activity Recognition Via Large Language Models and Iterative Evolution. | Jiayuan Gao, Yingwei Zhang, Yiqiang Chen, Tengxiang Zhang, Boshi Tang, Xiaoyu Wang |
| 2024 | ICASSP | Effective Connectivity-Based Multi-View Feature Learning Method for Dementia Diagnosis with FNIRS Signal. | Yingwei Zhang, Changru Guo, Yiqiang Chen, Zeping Lv, Qing Li |
| 2024 | IJCAI | FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise. | Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Zhiqi Shen, Hanchao Yu, Yingwei Zhang |
| 2022 | AAAI | Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract). | Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng |
| 2022 | IJCNN | Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition. | Kang Wang, Yiqiang Chen, Yingwei Zhang, Xiaodong Yang, Chunyu Hu |
| 2020 | AAAI | Instance-Wise Dynamic Sensor Selection for Human Activity Recognition. | Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang, Wang Lu, Ruizhe Sun |
| 2020 | IJCAI | Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation. | Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Qing Li, Xiaodong Yang |
| 2019 | UIC | Wearable Sensors Based Automatic Box and Block Test System. | Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Pan Shang, Yiyi Ouyang, Xiaodong Yang, Wang Lu |
| 2016 | IECON | Fault detection applied on industrial process based on knowledge from a Bayesian perspective. | Ying Xie, Yingwei Zhang, Lirong Zhai |
| 2016 | IECON | Fault detection for multiphase batch process. | Yingwei Zhang, Lirong Zhai, Ying Xie |
| 2016 | ISNN | Optimal Real-Time Price in Smart Grid via Recurrent Neural Network. | Haisha Niu, Zhanshan Wang, Zhenwei Liu, Yingwei Zhang |
| 2012 | ISNN | Modeling and Monitoring of Multimodes Process. | Yingwei Zhang, Chuang Wang |
| 2012 | ISNN | Data-Based Modeling and Monitoring for Multimode Processes Using Local Tangent Space Alignment. | Yingwei Zhang, Hailong Zhang |
| 1993 | MICRO | GPMB - software pipelining branch-intensive loops. | Zhizhong Tang, Gang Chen, Chihong Zhang, Yingwei Zhang, Bogong Su, Stanley Habib |