Jiayu Ye

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Expression Recognition

Expression Classification

Quantization Error

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jiayu Ye, An Zeng, Dan Pan, Yiqun Zhang, Jingliang Zhao, Qiuping Chen, Yang Liu
MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Xingyun Li, Xinyu Yi, Jiayu Ye, Yunshao Zheng, Qingxiang Wang
SFTNet: A microexpression-based method for depression detection. Comput. Methods Programs Biomed. 243 (2024)
Jiayu Ye, Alireza Bab-Hadiashar, Reza Hoseinnezhad, Nazmul Alam, Alejandro Vargas-Uscategui, Milan Patel, Ivan Cole
Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition. Int. J. Comput. Integr. Manuf. 36 (9) (2023)
Shengzhe Zhang, Jiayu Ye, Qingxiang Wang
Spa-L Transformer: Sparse-self attention model of Long short-term memory positional encoding based on long text classification. CSCWD (2023)
Mahmoud G. Salem, Jiayu Ye, Chu-Cheng Lin, Frederick Liu
UT5: Pretraining Non autoregressive T5 with unrolled denoising. CoRR (2023)
Jiayu Ye, Yanhong Yu, Gang Fu, Yunshao Zheng, Yang Liu, Yitao Zhu, Qingxiang Wang
Analysis and Recognition of Voluntary Facial Expression Mimicry Based on Depressed Patients. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Jiayu Ye, Gang Fu, Yang Liu, Guanwei Cheng, Qingxiang Wang
Dep-ViT: Uncertainty Suppression Model Based on Facial Expression Recognition in Depression Patients. ICANN (3) (2022)
Gang Fu, Jiayu Ye, Qingxiang Wang
Dep-Emotion: Suppressing Uncertainty to Recognize Real Emotions in Depressed Patients. ICPR Workshops (1) (2022)
Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney
Inefficiency of K-FAC for Large Batch Size Training. AAAI (2020)
Linjian Ma, Jiayu Ye, Edgar Solomonik
AutoHOOT: Automatic High-Order Optimization for Tensors. CoRR (2020)
Linjian Ma, Jiayu Ye, Edgar Solomonik
AutoHOOT: Automatic High-Order Optimization for Tensors. PACT (2020)
Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. AAAI (2020)
Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney
Inefficiency of K-FAC for Large Batch Size Training. CoRR (2019)
Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. CoRR (2019)
Jiayu Ye, Jing Cui, Zhongyi Chu
Experimental study of vibration suppression for uncertain two-mass torsional system. ICCA (2016)