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Yifei Shen — most-cited papers & profile · Graph Learning
← authors
·
overview
Yifei Shen
27
papers ·
12
citations ·
0
h-index
Anhui University · Shanghai Changning Maternity and Infant Health Hospital · Yale-NUS College · First Affiliated Hospital Zhejiang University · Shanghai Ocean University · East China Normal University · Zhejiang University
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Most-cited papers
Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective
2025
When Do LLMs Help With Node Classification? A Comprehensive Analysis
2025
A Graph Neural Network Approach for Scalable Wireless Power Control
2019
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
2020
Decentralized Statistical Inference with Unrolled Graph Neural Networks
2021
How Powerful is Graph Convolution for Recommendation?
2021
Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets
2022
An Empirical Study of Graphormer on Large-Scale Molecular Modeling Datasets
2022
Graph Neural Networks for Wireless Communications: From Theory to Practice
2022
Resurrecting Label Propagation for Graphs with Heterophily and Label Noise
2023
Can Graph Learning Improve Planning in LLM-based Agents?
2024
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
2024
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
2024
Top co-authors
Caihua Shan
· 6
Dongsheng Li
· 5
Jun Zhang
· 5
Khaled B. Letaief
· 4
Chang Liu
· 2
Di He
· 2
Guolin Ke
· 2
Hong Cheng
· 2
Jiacheng You
· 2
Jiyan He
· 2
Shengjie Luo
· 2
Shuxin Zheng
· 2
Topics
cs.LG
cs.AI
eess.SP
cs.CL
cs.IT
math.IT
stat.ML
cs.SI
Uncategorized
math.OC