| 2026 | ISKE | Graph Attention Network with Supervision Augmentation for Instrument Recognition. | Na Bai, Jian Zhang, Shifei Ding |
| 2026 | ISKE | Feature Fusion-Based Attribute Graph Clustering. | Jingxiao Zhang, Chao Li, Zhenghua Xin, Shifei Ding |
| 2026 | WWW | Multi-view Hierarchical Graph Contrastive Learning based on Asynchronous Asymmetric Structure. | Chuangui Cao, Shifei Ding, Jian Zhang, Lili Guo, Xuan Li |
| 2026 | WWW | Contextual Structure-Enhanced Selective Graph Convolutional Network. | Shifei Ding, Fangchen Li, Lili Guo, Jian Zhang |
| 2026 | WWW | Structure-Semantic Synergized Deep Contrastive Graph Clustering. | Shifei Ding, Zhe Li, Xiao Xu, Chao Li |
| 2025 | IJCAI | Multi-Agent Communication with Information Preserving Graph Contrastive Learning. | Wei Du, Shifei Ding, Wei Guo, Yuqing Sun, Guoxian Yu, Lizhen Cui |
| 2025 | IJCAI | A Medical Image Classification Network Based on Multi-View Consistent Momentum Contrastive Learning. | Chuangui Cao, Shifei Ding, Lili Guo |
| 2025 | IJCAI | Global Information Compensation Network for Image Denoising. | Shifei Ding, Qidong Wang, Lili Guo |
| 2025 | IJCAI | Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation. | Jie Li, Shifei Ding, Lili Guo, Xuan Li |
| 2024 | AAAI | Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck. | Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang |
| 2024 | AAAI | Expressive Multi-Agent Communication via Identity-Aware Learning. | Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Ling Ding |
| 2023 | ICASSP | SFEMGN: Image Denoising with Shallow Feature Enhancement Network and Multi-Scale ConvGRU. | Qidong Wang, Lili Guo, Shifei Ding, Jian Zhang, Xiao Xu |
| 2023 | SEKE | Heterogeneous Multi-Agent Communication Learning via Graph Information Maximization. | Wei Du, Shifei Ding |
| 2016 | IJCNN | Granular multiple birth support vector machine based on weighted linear loss. | Shifei Ding, Xiekai Zhang |
| 2011 | ICNC | Region-based semi-supervised clustering image segmentation. | Tongfeng Sun, Zihui Ren, Shifei Ding |
| 2010 | ISNN | Neural Networks Algorithm Based on Factor Analysis. | Shifei Ding, Weikuan Jia, Xinzheng Xu, Hong Zhu |
| 2008 | FAW | A Supervised Feature Extraction Algorithm for Multi-class. | Shifei Ding, Fengxiang Jin, Xiaofeng Lei, Zhongzhi Shi |
| 2008 | IJCNN | An improved PCA algorithm based on WIF. | Fengxiang Jin, Shifei Ding |
| 2008 | ISNN | Neural Network Research Progress and Applications in Forecast. | Shifei Ding, Weikuan Jia, Chunyang Su, Liwen Zhang, Zhongzhi Shi |