Shangfei Zheng

According to our database, Shangfei Zheng authored at least 22 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multi-hop reasoning with fine-grained entity representations and LLM-augmented actions over few-shot knowledge graphs.

Shangfei Zheng, Yancheng Zhu, Yuchao Zhang, Xiaotong Nie, Jian Hou

Knowl. Inf. Syst., December, 2026

DHO-3DGS: 3D Gaussian Splatting with dynamic hybrid optimization.

Haixia Zhang, Zhentao Lv, Shangfei Zheng

Vis. Comput., May, 2026

ARLIE: Adaptive Reinforcement Learning With Inductive Embeddings for Fully-Inductive Multi-Hop Reasoning Over Temporal Knowledge Graphs.

Shangfei Zheng, Yunjun Gao, An Liu, Wenhao Li, Tong Chen, Hongzhi Yin

IEEE Trans. Knowl. Data Eng., May, 2026

Federated Learning and Unlearning for Recommendation with Personalized Data Sharing.

Liang Qu, Jianxin Li, Wei Yuan, Shangfei Zheng, Lu Chen, Chengfei Liu, Hongzhi Yin

CoRR, March, 2026

Byzantine-robust decentralized federated learning based on feature extraction layer measuring and delayed aggregation.

Jian Hou, Xintong Liang, Ning Gui, Lili Wang, Shangfei Zheng

Knowl. Based Syst., 2026

LDCL: Large language model-driven dual-view contrastive learning for temporal knowledge graph completion.

Yuchao Zhang, Xiangjie Kong, Yinghui Liu, Shangfei Zheng, Guojiang Shen, Jianxin Li

Inf. Sci., 2026

A context-aware temporal knowledge graph completion method based on logical paths.

Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Qihong Pan, Guojiang Shen, Jianxin Li

Neurocomputing, 2026

DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph Completion.

Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Guojiang Shen

Proceedings of the ACM Web Conference 2026, 2026

2025

HUMP: Highlighted Users' Modality Preference for Multi-modal Recommender Systems.

Shijie Zhu, Qian Zhou, Wei Chen, Shangfei Zheng, Lei Zhao

Data Sci. Eng., December, 2025

Do as I Can, Not as I Get: Topology-Aware Multi-Hop Reasoning on Multi-Modal Knowledge Graphs.

Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao

IEEE Trans. Knowl. Data Eng., May, 2025

Context-aware adaptive reinforcement learning for multi-hop knowledge graph reasoning in few-shot scenarios.

Shangfei Zheng, Xiaotong Nie, Wei Yuan, Liang Qu, Xiangjie Kong, Yuchao Zhang, Jian Hou

Knowl. Based Syst., 2025

Towards heterogeneous federated graph learning via structural entropy and prototype aggregation.

Zhehao Dai, Guojiang Shen, Haopeng Yuan, Shangfei Zheng, Yuyue Hu, Jiaxin Du, Xiangjie Kong, Feng Xia

Inf. Sci., 2025

Multi-Robot Collaborative Exploration on Communication-Constrained Environments.

Guangdong Lu, Hantao Ding, Jian Hou, Shangfei Zheng

IEEE Access, 2025

Tackling Sparse Facts for Temporal Knowledge Graph Completion.

Yuchao Zhang, Xiangjie Kong, Kailun Ye, Guojiang Shen, Shangfei Zheng

Proceedings of the ACM on Web Conference 2025, 2025

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

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

MMUIL: enhancing multi-platform user identity linkage with multi-information.

Qian Zhou, Yihan Hei, Wei Chen, Shangfei Zheng, Lei Zhao

Knowl. Inf. Syst., July, 2024

Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios.

Shangfei Zheng, Wei Chen, Weiqing Wang, Pengpeng Zhao, Hongzhi Yin, Lei Zhao

IEEE Trans. Knowl. Data Eng., April, 2024

2023

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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning.

Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness.

Yanlong Zhang, Shangfei Zheng, Qian Zhou, Wei Chen, Lei Zhao

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2021

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

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2019

Improved Multi-Agent Deep Deterministic Policy Gradient for Path Planning-Based Crowd Simulation.

Shangfei Zheng, Hong Liu

IEEE Access, 2019