A Deep Learning Sentiment Analysis Method based on ERNIE and Modified DPCNN. - Yang Yang 136; Xunde Dong; Yupeng Qiang (ICCPR, 2023)

ECGMamba: Towards ECG Classification with State Space Models. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Fei Hu; Rongjia Wang (BIBM, 2024)

CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity. - Yang Yang 136; Xunde Dong; Yupeng Qiang (NAACL-HLT (Findings), 2024)

MT-MV-KDF: A novel Multi-Task Multi-View Knowledge Distillation Framework for myocardial infarction detection and localization. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136 (Biomed. Signal Process. Control., 2024)

Automatic detection and localisation of myocardial infarction using multi-channel dense attention neural network. - Yupeng Qiang; Xunde Dong; Yang Yang 136 (Biomed. Signal Process. Control., 2024)

Conv-RGNN: An efficient Convolutional Residual Graph Neural Network for ECG classification. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Yihai Fang; Jianhong Dou (Comput. Methods Programs Biomed., 2024)

ECGMamba: Towards Efficient ECG Classification with BiSSM. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Yihai Fang; Jianhong Dou (CoRR, 2024)

MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition. - Yang Yang 136; Xunde Dong; Yupeng Qiang (AAAI, 2025)

SKE-MSA: Enhancing Representation Learning with VAD Lexicon for Multimodal Sentiment Analysis. - Yang Yang 136; Xunde Dong; Yupeng Qiang; Wenjie Si (ICASSP, 2025)

TAC-ECG: A task-adaptive classification method for electrocardiogram based on cross-modal contrastive learning and low-rank convolutional adapter. - Rongjia Wang; Xunde Dong; Xiuling Liu; Yihai Fang; Jianhong Dou; Yupeng Qiang; Yang Yang 136; Fei Hu (Comput. Methods Programs Biomed., 2025)

Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue. - Xiaoyu Sun; Yang Yang 136; Xunde Dong (CoRR, 2025)