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Shunyu Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Shunyu Liu
39
papers ·
315
citations ·
17
h-index
The University of Queensland · Nanyang Technological University · Nanjing Institute of Technology · Zhejiang University
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Most-cited papers
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization
2023 · 1 citations
Message-passing selection: Towards interpretable GNNs for graph classification
2023 · 1 citations
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
2025
Distribution Knowledge Embedding for Graph Pooling
2021
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket
2023
Disentangled Condensation for Large-scale Graphs
2024
Simple Graph Condensation
2024
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks
2024
Top co-authors
Mingli Song
· 8
Tongya Zheng
· 5
Yuwen Wang
· 3
Haofei Zhang
· 2
Huiqiong Wang
· 2
Yu Wang
· 2
Zunlei Feng
· 2
Bingde Hu
· 1
Jie Song
· 1
Jie Yang
· 1
Wenda Li
· 1
Wenjie Huang
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Scene & Visual Graphs