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Xia Hu — most-cited papers & profile · Graph Learning
← authors
·
overview
Xia Hu
28
papers ·
7562
citations ·
66
h-index
Yunnan Agricultural University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Policy-GNN: Aggregation Optimization for Graph Neural Networks
2020 · 87 citations
Towards Deeper Graph Neural Networks with Differentiable Group Normalization
2020 · 82 citations
Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
2021 · 39 citations
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
2022 · 19 citations
MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs
2022 · 17 citations
Multi-Channel Graph Convolutional Networks
2019 · 7 citations
DEGREE: Decomposition Based Explanation For Graph Neural Networks
2023 · 6 citations
Orthogonal Graph Neural Networks
2021 · 3 citations
Geometric Graph Representation Learning via Maximizing Rate Reduction
2022
Top co-authors
Kaixiong Zhou
· 6
Daochen Zha
· 4
Ninghao Liu
· 3
Rui Chen
· 3
Xiao Huang
· 3
Qingquan Song
· 2
Fan Yang
· 1
Jundong Li
· 1
Kai Guo
· 1
Keyu Duan
· 1
Kwei-Herng Lai
· 1
Li Li
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Temporal & Dynamic