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Geom-GCN: Geometric Graph Convolutional Networks
v1v2 (latest)

Geom-GCN: Geometric Graph Convolutional Networks

International Conference on Learning Representations (ICLR), 2020
13 February 2020
Hongbin Pei
Bingzhen Wei
Kevin Chen-Chuan Chang
Yu Lei
Bo Yang
    GNN
ArXiv (abs)PDFHTMLGithub (296★)

Papers citing "Geom-GCN: Geometric Graph Convolutional Networks"

50 / 688 papers shown
Bounded Graph Clustering with Graph Neural Networks
Bounded Graph Clustering with Graph Neural Networks
Kibidi Neocosmos
Diego Baptista
Nicole Ludwig
41
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FGC-Comp: Adaptive Neighbor-Grouped Attribute Completion for Graph-based Anomaly Detection
FGC-Comp: Adaptive Neighbor-Grouped Attribute Completion for Graph-based Anomaly Detection
Junpeng Wu
Pinheng Zong
91
0
0
02 Dec 2025
Polynomial Neural Sheaf Diffusion: A Spectral Filtering Approach on Cellular Sheaves
Polynomial Neural Sheaf Diffusion: A Spectral Filtering Approach on Cellular Sheaves
Alessio Borgi
Fabrizio Silvestri
Pietro Lio
167
0
0
28 Nov 2025
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering
Songbo Wang
Renchi Yang
Yurui Lai
Xiaoyang Lin
Tsz Nam Chan
SSL
456
0
0
25 Nov 2025
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
Haoran Zheng
Renchi Yang
Yubo Zhou
Jianliang Xu
131
0
0
25 Nov 2025
HybSpecNet: A Critical Analysis of Architectural Instability in Hybrid-Domain Spectral GNNs
HybSpecNet: A Critical Analysis of Architectural Instability in Hybrid-Domain Spectral GNNs
Huseyin Goksu
189
0
0
20 Nov 2025
L-JacobiNet and S-JacobiNet: An Analysis of Adaptive Generalization, Stabilization, and Spectral Domain Trade-offs in GNNs
L-JacobiNet and S-JacobiNet: An Analysis of Adaptive Generalization, Stabilization, and Spectral Domain Trade-offs in GNNs
Huseyin Goksu
198
2
0
20 Nov 2025
LaguerreNet: Advancing a Unified Solution for Heterophily and Over-smoothing with Adaptive Continuous Polynomials
LaguerreNet: Advancing a Unified Solution for Heterophily and Over-smoothing with Adaptive Continuous Polynomials
Huseyin Goksu
209
4
0
19 Nov 2025
KrawtchoukNet: A Unified GNN Solution for Heterophily and Over-smoothing with Adaptive Bounded Polynomials
KrawtchoukNet: A Unified GNN Solution for Heterophily and Over-smoothing with Adaptive Bounded Polynomials
Huseyin Goksu
155
3
0
19 Nov 2025
Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion
Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion
Cristina López Amado
Tassilo Schwarz
Yu Tian
Renaud Lambiotte
DiffMGNN
359
0
0
17 Nov 2025
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
JingTian Ma
Jingyuan Wang
Leong Hou U
AI4TSGNN
356
0
0
16 Nov 2025
Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks
Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks
Ziyao Cui
Edric Tam
204
0
0
14 Nov 2025
Stuart-Landau Oscillatory Graph Neural Network
Stuart-Landau Oscillatory Graph Neural Network
Kaicheng Zhang
David N. Reynolds
Piero Deidda
Francesco Tudisco
185
3
0
11 Nov 2025
Dual-Kernel Graph Community Contrastive Learning
Dual-Kernel Graph Community Contrastive Learning
Xiang Chen
Kun Yue
Wenjie Liu
Zhenyu Zhang
Liang Duan
115
0
0
11 Nov 2025
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
Asela Hevapathige
Asiri Wijesinghe
Ahad N. Zehmakan
146
2
0
10 Nov 2025
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
Qinghong Guo
Yu Wang
Ji Cao
Tongya Zheng
Junshu Dai
Bingde Hu
Shunyu Liu
Canghong Jin
AI4TSSSL
613
1
0
10 Nov 2025
CGLE: Class-label Graph Link Estimator for Link Prediction
CGLE: Class-label Graph Link Estimator for Link Prediction
Ankit Mazumder
Srikanta Bedathur
198
0
0
10 Nov 2025
Subgraph Federated Learning via Spectral Methods
Subgraph Federated Learning via Spectral Methods
Javad Aliakbari
Johan Ostman
Ashkan Panahi
Alexandre Graell i Amat
FedML
210
1
0
29 Oct 2025
HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing
HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing
Guojing Cong
T. Potok
Hamed Poursiami
Maryam Parsa
149
2
0
28 Oct 2025
Does Homophily Help in Robust Test-time Node Classification?
Does Homophily Help in Robust Test-time Node Classification?
Yan Jiang
Ruihong Qiu
Zi Huang
180
0
0
25 Oct 2025
Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization
Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization
Yunlong Chu
Minglai Shao
Zengyi Wo
Bing Hao
Yuhang Liu
Ruijie Wang
Jianxin Li
155
0
0
24 Oct 2025
An Active Diffusion Neural Network for Graphs
An Active Diffusion Neural Network for Graphs
Mengying Jiang
GNN
231
0
0
22 Oct 2025
Training Diverse Graph Experts for Ensembles: A Systematic Empirical Study
Training Diverse Graph Experts for Ensembles: A Systematic Empirical Study
Gangda Deng
Yuxin Yang
Ömer Faruk Akgül
Hanqing Zeng
Yinglong Xia
Rajgopal Kannan
Viktor Prasanna
201
0
0
21 Oct 2025
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
Zhen Zhang
Bingsheng He
OOD
218
0
0
21 Oct 2025
Robustness Verification of Graph Neural Networks Via Lightweight Satisfiability Testing
Robustness Verification of Graph Neural Networks Via Lightweight Satisfiability Testing
Chia-Hsuan Lu
Tony Tan
Michael Benedikt
AAMLOOD
155
1
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21 Oct 2025
Benchmarking Fairness-aware Graph Neural Networks in Knowledge Graphs
Benchmarking Fairness-aware Graph Neural Networks in Knowledge Graphs
Yuya Sasaki
159
1
0
21 Oct 2025
Toward General Digraph Contrastive Learning: A Dual Spatial Perspective
Toward General Digraph Contrastive Learning: A Dual Spatial Perspective
Daohan Su
Yang Zhang
Xunkai Li
Rong-Hua Li
Guoren Wang
142
0
0
18 Oct 2025
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
Shuaicheng Zhang
Haohui Wang
Junhong Lin
Xiaojie Guo
Yada Zhu
Si Zhang
Dongqi Fu
Dawei Zhou
169
2
0
13 Oct 2025
FUSE: Fast Semi-Supervised Node Embedding Learning via Structural and Label-Aware Optimization
FUSE: Fast Semi-Supervised Node Embedding Learning via Structural and Label-Aware Optimization
Sujan Chakraborty
Rahul Bordoloi
Anindya Sengupta
Olaf Wolkenhauer
Saptarshi Bej
OffRL
151
0
0
13 Oct 2025
Adaptive Node Feature Selection For Graph Neural Networks
Adaptive Node Feature Selection For Graph Neural Networks
Ali Azizpour
Madeline Navarro
Santiago Segarra
191
0
0
03 Oct 2025
Adaptive Graph Coarsening for Efficient GNN Training
Adaptive Graph Coarsening for Efficient GNN Training
Rostyslav Olshevskyi
Madeline Navarro
Santiago Segarra
138
0
0
30 Sep 2025
Pure Node Selection for Imbalanced Graph Node Classification
Pure Node Selection for Imbalanced Graph Node Classification
Fanlong Zeng
Wensheng Gan
Jiayang Wu
Philip S. Yu
123
0
0
28 Sep 2025
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
Yongqi Huang
Jitao Zhao
Dongxiao He
Xiaobao Wang
Yawen Li
Yuxiao Huang
Di Jin
Zhiyong Feng
VLM
279
4
0
26 Sep 2025
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
Ben Finkelshtein
Silviu Cucerzan
S. Jauhar
Ryen W. White
214
0
0
23 Sep 2025
Bridging Computational Social Science and Deep Learning: Cultural Dissemination-Inspired Graph Neural Networks
Bridging Computational Social Science and Deep Learning: Cultural Dissemination-Inspired Graph Neural Networks
Asela Hevapathige
182
0
0
23 Sep 2025
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
Xuanting Xie
Bingheng Li
Erlin Pan
Rui Hou
Wenyu Chen
Zhao Kang
GNN
240
0
0
18 Sep 2025
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
Ruizhong Qiu
Ting-Wei Li
Gaotang Li
Hanghang Tong
188
2
0
16 Sep 2025
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges
Kushal Bose
Swagatam Das
214
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0
16 Sep 2025
MoSE: Unveiling Structural Patterns in Graphs via Mixture of Subgraph Experts
MoSE: Unveiling Structural Patterns in Graphs via Mixture of Subgraph Experts
Junda Ye
Zhongbao Zhang
Li Sun
Siqiang Luo
127
3
0
11 Sep 2025
Bringing Graphs to the Table: Zero-shot Node Classification via Tabular Foundation Models
Bringing Graphs to the Table: Zero-shot Node Classification via Tabular Foundation Models
Adrian Hayler
Xingyue Huang
.Ismail .Ilkan Ceylan
M. Bronstein
Ben Finkelshtein
LMTDAI4CE
338
2
0
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Unifying Adversarial Perturbation for Graph Neural Networks
Unifying Adversarial Perturbation for Graph Neural Networks
Jinluan Yang
Ruihao Zhang
Zhengyu Chen
Fei Wu
Kun Kuang
AAML
263
1
0
30 Aug 2025
Local Virtual Nodes for Alleviating Over-Squashing in Graph Neural Networks
Local Virtual Nodes for Alleviating Over-Squashing in Graph Neural Networks
Tuğrul Hasan Karabulut
İnci M. Baytaş
143
0
0
28 Aug 2025
Parameter-Free Structural-Diversity Message Passing for Graph Neural Networks
Parameter-Free Structural-Diversity Message Passing for Graph Neural Networks
Mingyue Kong
Yinglong Zhang
Chengda Xu
Xuewen Xia
Xing Xu
146
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0
27 Aug 2025
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Hugo Attali
Thomas Papastergiou
Nathalie Pernelle
Fragkiskos D. Malliaros
AI4CE
181
0
0
26 Aug 2025
Memorization in Graph Neural Networks
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Adarsh Jamadandi
Jing Xu
Adam Dziedzic
Franziska Boenisch
GNN
359
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0
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Gumbel-MPNN: Graph Rewiring with Gumbel-Softmax
Gumbel-MPNN: Graph Rewiring with Gumbel-Softmax
Marcel Hoffmann
Lukas Galke
A. Scherp
212
0
0
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Addressing Graph Anomaly Detection via Causal Edge Separation and Spectrum
Addressing Graph Anomaly Detection via Causal Edge Separation and Spectrum
Zengyi Wo
Wenjun Wang
Minglai Shao
Chang Liu
Y. X. R. Wang
Yueheng Sun
144
0
0
20 Aug 2025
DFed-SST: Building Semantic- and Structure-aware Topologies for Decentralized Federated Graph Learning
DFed-SST: Building Semantic- and Structure-aware Topologies for Decentralized Federated Graph Learning
Lianshuai Guo
Zhongzheng Yuan
Xunkai Li
Yinlin Zhu
Meixia Qu
Wenyu Wang
FedML
205
0
0
15 Aug 2025
Graph Neural Diffusion via Generalized Opinion Dynamics
Graph Neural Diffusion via Generalized Opinion Dynamics
Asela Hevapathige
Asiri Wijesinghe
Ahad N. Zehmakan
DiffMAI4CE
238
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0
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Aligning the Spectrum: Hybrid Graph Pre-training and Prompt Tuning across Homophily and Heterophily
Aligning the Spectrum: Hybrid Graph Pre-training and Prompt Tuning across Homophily and Heterophily
Haitong Luo
Suhang Wang
Weiyao Zhang
Ruiqi Meng
Xuying Meng
Yujun Zhang
208
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0
15 Aug 2025
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