| 2026 | AAAI | MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning. | Jingshan Hong, Haigen Hu, Huihuang Zhang, Qianwei Zhou, Li Zhao |
| 2026 | AAAI | CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning. | Jie Xiao, Yuhao Huang, Yanjiao Gao, Aizhu Liu, Zhezhao Yang, Xinyue Yu, Qianwei Zhou, Fan Terry Zhang |
| 2025 | ICASSP | A Novel Self-Supervised Contrastive Learning Framework for Masked EEG Motor Imagery Modeling. | Kunkun Zhang, Qianwei Zhou, Haigen Hu |
| 2024 | ECAI | Rethinking Domain Generalization from Perspective of Gradient Granularity. | Yujie Zhou, Haigen Hu, Qianwei Zhou, Qiu Guan, Mingfeng Jiang |
| 2024 | ICASSP | SGT: Self-Guided Transformer for Few-Shot Semantic Segmentation. | Kangkang Ai, Haigen Hu, Qianwei Zhou, Qiu Guan |
| 2024 | IJCNN | IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images. | Qiu Guan, Mengjie Pan, Feng Chen, Zhiqiang Yang, Zhongwen Yu, Qianwei Zhou, Haigen Hu |
| 2023 | CogSci | GCN-based Autism Spectrum Disorder Diagnosis via Convolutional Restructuring Attention. | Yibin Wang, Haixia Long, Qianwei Zhou, Yuchao Feng, Jianwei Zheng |
| 2023 | ICIP | CTI-Unet: Hybrid Local Features and Global Representations Efficiently. | Haigen Hu, Zhichao Jin, Qianwei Zhou, Qiu Guan, Qi Chen |
| 2022 | ICANN | Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation. | Zihan Wei, Yizhou Chen, Qiu Guan, Haigen Hu, Qianwei Zhou, Zhicheng Li, Xinli Xu, Alejandro Frangi, Feng Chen |
| 2022 | ICPR | A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer Strategy. | Jie Pan, Haigen Hu, Aizhu Liu, Qianwei Zhou, Qiu Guan |
| 2022 | ICTAI | Towards Interpretable Feature Representation for Domain Adaptation Problem. | Yi Fang, Zhi-Jie Chen, Qianwei Zhou, Xiao-Xin Li |