| 2024 | CW | An EEG-based Decoding Method for Motor Imagery Intentions in Mixed-Subject Settings with Adversarial Disentanglement. | Tianyi Zhao, Li Zhu, Lei Jin, Jiazheng Zhang, Chengrui Chen, Jianhai Zhang, Andrzej Cichocki, Jianghan Yan, Wanzeng Kong |
| 2024 | ICLR | Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. | Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao |
| 2024 | MICCAI | Masked Residual Diffusion Probabilistic Model with Regional Asymmetry Prior for Generating Perfusion Maps from Multi-phase CTA. | Yuxin Cai, Jianhai Zhang, Lei He, Aravind Ganesh, Wu Qiu |
| 2024 | MICCAI | Synchronous Image-Label Diffusion with Anisotropic Noise for Stroke Lesion Segmentation on Non-Contrast CT. | Jianhai Zhang, Tonghua Wan, M. Ethan MacDonald, Bijoy K. Menon, Wu Qiu, Aravind Ganesh |
| 2022 | NAACL | MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. | Jianhai Zhang, Mieradilijiang Maimaiti, Gao Xing, Yuanhang Zheng, Ji Zhang |
| 2021 | ACML | Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition. | Guang Lin, Li Zhu, Bin Ren, Yiteng Hu, Jianhai Zhang |
| 2020 | ICASSP | Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. | Yong Peng, Qingxi Li, Wanzeng Kong, Jianhai Zhang, Bao-Liang Lu, Andrzej Cichocki |
| 2020 | IJCAI | Emotion Recognition Using Multi-core Tensor Learning and Multimodal Physiological Signal. | Hongyan Xu, Jiajia Tang, Jianhai Zhang, Li Zhu |
| 2019 | ACL | Simple and Effective Text Matching with Richer Alignment Features. | Runqi Yang, Jianhai Zhang, Xing Gao, Feng Ji, Haiqing Chen |
| 2019 | CW | Idle-State Detection in Multi-user Motor Imagery Brain Computer Interface with Cross-Brain CSP and Hyper-Brain-Network. | Li Zhu, Chongwei Su, Gaochao Cui, Changle Zhou, Jianhai Zhang, Wanzeng Kong |
| 2019 | ICASSP | Joint Structured Graph Learning and Clustering Based on Concept Factorization. | Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki |
| 2019 | ICASSP | Discriminative Saliency-pose-attention Covariance for Action Recognition. | Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing |
| 2017 | ICONIP | Dow Jones Index is Driven Periodically by the Unemployment Rate During Economic Crisis and Non-economic Crisis Periods. | Tong Cao, Sanqing Hu, Yuying Zhu, Jianhai Zhang, Hui Su, Bocheng Wang |
| 2017 | ICONIP | Application of Data Augmentation Methods to Unmanned Aerial Vehicle Monitoring System for Facial Camouflage Recognition. | Yanyang Li, Sanqing Hu, Wenhao Huang, Jianhai Zhang |
| 2017 | ICONIP | Causality Analysis Between Soil of Different Depth Moisture and Precipitation in the United States. | Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yuying Zhu, Bocheng Wang, Lan Jiang |
| 2017 | ICONIP | Recognition of Voluntary Blink and Bite Base on Single Forehead EMG. | Jianhai Zhang, Wenhao Huang, Shaokai Zhao, Yanyang Li, Sanqing Hu |
| 2017 | ICONIP | Brain Effective Connectivity Analysis from EEG for Positive and Negative Emotion. | Jianhai Zhang, Shaokai Zhao, Wenhao Huang, Sanqing Hu |
| 2017 | ICONIP | Identify Non-fatigue State to Fatigue State Using Causality Measure During Game Play. | Yuying Zhu, Yi-Ning Wu, Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yu Cao |
| 2016 | SMC | PNN for EEG-based Emotion Recognition. | Jianhai Zhang, Ming Chen, Sanqing Hu, Yu Cao, Robert Kozma |
| 2014 | IJCNN | Causality from Cz to C3/C4 or between C3 and C4 revealed by granger causality and new causality during motor imagery. | Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong, Yu Cao |
| 2007 | ISNN | LMI-Based Approach for Global Asymptotic Stability Analysis of Discrete-Time Cohen-Grossberg Neural Networks. | Sida Lin, Meiqin Liu, Yanhui Shi, Jianhai Zhang, Yaoyao Zhang, Gangfeng Yan |