Geng, Shijia

1. Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer
   2022/05/20 by Wenrui Zhang, L. Yang, Zhang, Wenrui +5 · 14 citations
   Computer Science · #Time Series Analysis and Forecasting #Video Surveillance and Tracking Methods #Gaussian Processes and Bayesian Inference
2. A Review of Deep Learning Methods for Photoplethysmography Data
   2024/01/23 by Nie, Guangkun, Zhu, Jiabao, Tang, Gongzheng +4 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information
   2025/01/10 by Lai, Yongfan, Jiabo Chen, Chen, Jiabo +10 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #ECG Monitoring and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Defending Against Adversarial Attack in ECG Classification with\n Adversarial Distillation Training
   2022/03/14 by Jiahao Shao, Shijia Geng, Shao, Jiahao +9 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #FOS: Electrical engineering #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection
   2022/02/25 by Wenrui Zhang, Shijia Geng, Zhang, Wenrui +3 · 1 citation
   Computer Science · Medicine · Neuroscience · #Blind Source Separation Techniques #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering