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Sihong Xie — most-cited papers & profile · Graph Learning
← authors
·
overview
Sihong Xie
14
papers ·
8
citations ·
18
h-index
Hong Kong University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
PSG-Nav: Probabilistic Scene Graph Navigation via Multiverse Decision Making
2026
SCPRM: A Schema-aware Cumulative Process Reward Model for Knowledge Graph Question Answering
2026
RAG-3DSG: Enhancing 3D Scene Graphs with Re-Shot Guided Retrieval-Augmented Generation
2026
Scalable Explanation of Inferences on Large Graphs
2019
Multi-objective Explanations of GNN Predictions
2021
Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection
2022
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy
2024
Uncertainty Quantification on Graph Learning: A Survey
2024
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
2024
Top co-authors
Chao Chen
· 4
Xi Zhang
· 4
Hui Xiong
· 2
Jiujiu Chen
· 2
Rufeng Chen
· 2
Xiaqiang Tang
· 2
Yazheng Liu
· 2
Yifei Liu
· 2
Yue Chang
· 2
Chenghua Guo
· 1
Hechang Chen
· 1
Jian Li
· 1
Topics
cs.AI
cs.LG
cs.RO
cs.CV
Knowledge Graphs
Scene & Visual Graphs
cs.CR
cs.SI
cs.CL