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Quanming Yao — most-cited papers & profile · Graph Learning
← authors
·
overview
Quanming Yao
21
papers ·
34
citations ·
39
h-index
Space Engineering University · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction
2024 · 11 citations
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
2023 · 6 citations
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network
2023 · 4 citations
Heterogeneous Graph-Based Multimodal Brain Network Learning
2021 · 3 citations
DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks
2020
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification
2021
Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach
2022
Ensemble Learning for Graph Neural Networks
2023
Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks
2024
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
2024
Top co-authors
Huan Zhao
· 2
Lanning Wei
· 2
Ling Yue
· 2
Yongqi Zhang
· 2
Zhen Hao Wong
· 2
Bo Han
· 1
Chenyu Zhou
· 1
Dejing Dou
· 1
Guangyi Liu
· 1
Jiangchao Yao
· 1
Lei Chen
· 1
Song Wang
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Self-Supervised & Contrastive
Molecular & Drug
Recommendation Graphs