Shangfei Zheng

According to our database, Shangfei Zheng authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

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

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

CoRR, 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