3 papers
eess.SP2025
Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue
Xiaoyu Sun, Yang Yang, Xunde Dong
In the field of automatic Electrocardiogram (ECG) diagnosis, due to the relatively limited amount of labeled data, how to build a robust ECG pretrained model based on unlabeled dat…
cs.CL2025
MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition
Yang Yang, Xunde Dong, Yupeng Qiang
Current Multimodal Sentiment Analysis (MSA) and Emotion Recognition in Conversations (ERC) methods based on pre-trained language models exhibit two primary limitations: 1) Once tra…
cs.LG2024
ECGMamba: Towards Efficient ECG Classification with BiSSM
Yupeng Qiang, Xunde Dong, Xiuling Liu +3
Electrocardiogram (ECG) signal analysis represents a pivotal technique in the diagnosis of cardiovascular diseases. Although transformer-based models have made significant progress…