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Mufei Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Mufei Li
15
papers ·
0
citations ·
0
h-index
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Most-cited papers
Can LLM Agents Simulate Dynamic Networks? A Case Study on Email Networks with Phishing Synthesis
2026
Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings
2025
Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
2025
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation
2025
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science
2021
Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces
2021
GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
2023
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion
2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
2024
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
2024
Top co-authors
Pan Li
· 7
Siqi Miao
· 4
George Karypis
· 2
Haoyu Wang
· 2
Shikun Liu
· 2
Bo Han
· 1
Bosheng Song
· 1
Changhai Man
· 1
Chenxi Liu
· 1
Deyu Zou
· 1
Eleonora Krea\v{c}i\'c
· 1
Eli Chien
· 1
Topics
cs.LG
cs.AI
cs.CL
q-bio.QM
cs.SI
cs.MA
cs.IR
cs.AR
cs.DC