| 2026 | AAAI | Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment. | Hao Wang, Jiayu Ye, Qingxiang Wang |
| 2025 | MICCAI | MedGNN: General Medical Image Recognition Network via GNN Visual Representations. | Jiayu Ye, An Zeng, Dan Pan, Junhao Chen, Guanwei Cheng |
| 2023 | CSCWD | Spa-L Transformer: Sparse-self attention model of Long short-term memory positional encoding based on long text classification. | Shengzhe Zhang, Jiayu Ye, Qingxiang Wang |
| 2022 | ICANN | Dep-ViT: Uncertainty Suppression Model Based on Facial Expression Recognition in Depression Patients. | Jiayu Ye, Gang Fu, Yang Liu, Guanwei Cheng, Qingxiang Wang |
| 2022 | ICPR | Dep-Emotion: Suppressing Uncertainty to Recognize Real Emotions in Depressed Patients. | Gang Fu, Jiayu Ye, Qingxiang Wang |
| 2020 | AAAI | Inefficiency of K-FAC for Large Batch Size Training. | Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney |
| 2020 | AAAI | Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. | Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |