Shangfei Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Attention Mechanism

Temporal Knowledge

Top Venues

Knowl. Inf. Syst.

Publications

Qian Zhou, Yihan Hei, Wei Chen, Shangfei Zheng, Lei Zhao
MMUIL: enhancing multi-platform user identity linkage with multi-information. Knowl. Inf. Syst. 66 (7) (2024)
Shangfei Zheng, Wei Chen, Weiqing Wang, Pengpeng Zhao, Hongzhi Yin, Lei Zhao
Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs. CoRR (2023)
Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. ICDE (2023)
Yanlong Zhang, Shangfei Zheng, Qian Zhou, Wei Chen, Lei Zhao
Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness. ADMA (1) (2023)
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. CoRR (2023)
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. SIGIR (2023)
Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. CoRR (2022)
Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao
When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. CIKM (2021)
Shangfei Zheng, Hong Liu
Improved Multi-Agent Deep Deterministic Policy Gradient for Path Planning-Based Crowd Simulation. IEEE Access 7 (2019)