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Ninghao Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Ninghao Liu
17
papers ·
1206
citations ·
32
h-index
Hong Kong Polytechnic University · Sichuan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs
2022 · 17 citations
DEGREE: Decomposition Based Explanation For Graph Neural Networks
2023 · 6 citations
Interpreting Unfairness in Graph Neural Networks via Training Node Attribution
2022 · 2 citations
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data
2024 · 1 citations
Geometric Graph Representation Learning via Maximizing Rate Reduction
2022
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
2024
Top co-authors
Jundong Li
· 3
Xia Hu
· 3
Jing Ma
· 2
Fan Yang
· 1
Kaixiong Zhou
· 1
Mengnan Du
· 1
Natraj Raman
· 1
Qiaoyu Tan
· 1
Qingquan Song
· 1
Qizhang Feng
· 1
Rui Chen
· 1
Rui Miao
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs