| 2026 | WWW | DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph Completion. | Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Guojiang Shen |
| 2025 | ICDE | CADRL: Category-Aware Dual-Agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs. | Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao |
| 2025 | WWW | Tackling Sparse Facts for Temporal Knowledge Graph Completion. | Yuchao Zhang, Xiangjie Kong, Kailun Ye, Guojiang Shen, Shangfei Zheng |
| 2023 | ADMA | Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness. | Yanlong Zhang, Shangfei Zheng, Qian Zhou, Wei Chen, Lei Zhao |
| 2023 | ICDE | MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. | Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao |
| 2023 | SIGIR | DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. | Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao |
| 2021 | CIKM | When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. | Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao |