| 2026 | AAAI | MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains. | Kaiwen Wei, Rui Shan, Dongsheng Zou, Jianzhong Yang, Bi Zhao, Junnan Zhu, Jiang Zhong |
| 2024 | CSCWD | MRC-FEE: Machine Reading Comprehension for Chinese Financial Event Extraction. | Yi Yu, Dongsheng Zou, Xinyi Song, Yuming Yang, Kang Xi |
| 2024 | IJCNN | RDLinear: A Novel Time Series Forecasting Model Based on Decomposition with RevIN. | Hao Wang, Dongsheng Zou, Bi Zhao, Yuming Yang, Jiyuan Liu, Naiquan Chai, Xinyi Song |
| 2024 | IJCNN | Entity and Evidence Guided Attention for Document-Level Relation Extraction. | Yi Yu, Dongsheng Zou, Yuming Yang, Xinyi Song, Hao Wang, Bi Zhao |
| 2023 | IJCNN | FW-ECPE: An Emotion-Cause Pair Extraction Model Based on Fusion Word Vectors. | Xinyi Song, Dongsheng Zou, Yi Yu, Xiaotong Zhang |
| 2023 | SMC | DehazeDM: Image Dehazing via Patch Autoencoder Based on Diffusion Models. | Yuming Yang, Dongsheng Zou, Xinyi Song, Xiaotong Zhang |
| 2022 | SMC | Multiway Bidirectional Attention and External Knowledge for Multiple-choice Reading Comprehension. | Dongsheng Zou, Xiaotong Zhang, Xinyi Song, Yi Yu, Yuming Yang, Kang Xi |
| 2021 | SMC | Four-way Bidirectional Attention for Multiple-choice Reading Comprehension. | Lei Hu, Dongsheng Zou, Xiwang Guo, Liang Qi, Ying Tang, Haohao Song, Jieying Yuan |
| 2020 | ICANN | Embedding Compression with Right Triangle Similarity Transformations. | Haohao Song, Dongsheng Zou, Lei Hu, Jieying Yuan |
| 2020 | ICONIP | Learning Discrete Sentence Representations via Construction & Decomposition. | Haohao Song, Dongsheng Zou, Weijia Li |
| 2018 | ICANN | DSL: Automatic Liver Segmentation with Faster R-CNN and DeepLab. | Wei Tang, Dongsheng Zou, Su Yang, Jing Shi |