| 2026 | ACL | PUPPET: Neural-Symbolic Standardized Patients for Mental Health. | Chen Xu, Yu Ji, Zhenyu Lv, Yang Yi, Yizhe Yang, Luyao Ji, Chaoyi Chen, Xianyang Wang, Tian Lan, Zhihua Wang, Juan Wang, Xunde Dong, Fuze Tian, Qunxi Dong, Bin Hu |
| 2025 | AAAI | MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition. | Yang Yang, Xunde Dong, Yupeng Qiang |
| 2025 | ECAI | MV-TSF: A Novel Multi-View Teacher-Student Framework for Myocardial Infarction Localization. | Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Fei Hu, Rongjia Wang |
| 2025 | ICASSP | SKE-MSA: Enhancing Representation Learning with VAD Lexicon for Multimodal Sentiment Analysis. | Yang Yang, Xunde Dong, Yupeng Qiang, Wenjie Si |
| 2024 | NAACL | CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity. | Yang Yang, Xunde Dong, Yupeng Qiang |
| 2022 | CBMS | A novel CNN model with dense connectivity and attention mechanism for arrhythmia classification. | Qin Zhan, Peilin Li, Yongle Wu, Jingchun Huang, Xunde Dong |
| 2022 | CBMS | ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWT. | Junhao Zhu, Yi Zeng, Jianheng Zhou, Xunde Dong |
| 2013 | ISNN | Fault Detection for Nonlinear Discrete-Time Systems via Deterministic Learning. | Junmin Hu, Cong Wang, Xunde Dong |