| 2026 | AAAI | Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding. | Zhen Wang, Jiaojiao Zhao, Qilong Wang, Yongfeng Dong, Wenlong Yu |
| 2026 | AAAI | Topology-aware Knowledge Preservation for Class-Incremental Learning. | Han Zang, Yongfeng Dong, Linhao Li, Liang Yang, Yu Wang |
| 2026 | KSEM | DeLFKBQA: Decoupled Logical Form Generation for Knowledge Base Question Answering. | Xu Wang, Shuhan Shi, Liqin Wang, Shuai Zhao, Bo Cheng, Yongfeng Dong |
| 2025 | AAAI | Adaptive Decision Boundary for Few-Shot Class-Incremental Learning. | Linhao Li, Yongzhang Tan, Siyuan Yang, Hao Cheng, Yongfeng Dong, Liang Yang |
| 2025 | ADMA | Noise-Robust Learning via Full Consistency. | Zhen Wang, Xueying Chang, Wenxin Zhao, Wenlong Yu, Xiaohui Lei, Yongfeng Dong |
| 2025 | ICANN | Trustworthy Learning with Noisy Labels. | Zhen Wang, Pengfei Li, Wenyu Jia, Yongfeng Dong |
| 2025 | ICASSP | Sufficient Learning for Label Noise with Dual-Regularization. | Yongfeng Dong, Guifang Wu, Jiaji Wang, Zhen Wang |
| 2025 | ICASSP | Learning with Coupled Noisy Labels for Visible-Infrared Person Re-identification via Graph Consistency. | Zhen Wang, Wenxin Zhao, Yongfeng Dong |
| 2025 | IJCNN | CoCF: Consistent Selection and Flexible Masking for Learning with Noisy Labels. | Zhen Wang, Shaoqian Tao, Wenxin Zhao, Yongfeng Dong |
| 2023 | ADMA | Training Noise Robust Deep Neural Networks with Self-supervised Learning. | Zhen Wang, Shuo Jin, Jiapeng Du, Linhao Li, Yongfeng Dong |
| 2018 | APWEB | Research on Video Recommendation Algorithm Based on Knowledge Reasoning of Knowledge Graph. | Zhihong Xu, Xing Zhao, Yongfeng Dong, Wenjie Yan, Ziqi Yu |