Concepedia

Shangfei Zheng

SZ

Statistics

Publications

4

Citations

154

H-Index

4

Active since

2019

Affiliations

The University of Queensland(Current)

Soochow University

Monash University

Shangfei Zheng is an author at The University of Queensland specializing in data science, artificial intelligence, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligenceDeep LearningRobot LearningAutomated ReasoningCognitive ScienceTemporal Reasoning

Publications per year

2019–2023

4

Publications

4

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

Shangfei Zheng, Hong Liu · IEEE Access · 2019 · 84 citations · Full text

Artificial Intelligence, Crowd Evacuation, Crowd Simulation +13

MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning

Shangfei Zheng, Weiqing Wang, Jianfeng Qu et al. · 2023 · 32 citations

Artificial Intelligence, Natural Language Processing, Relation Triplets +15

DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning

Shangfei Zheng, Hongzhi Yin, Tong Chen et al. · 2023 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios

Shangfei Zheng, Wei Chen, Weiqing Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 18 citations

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