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Inductive Representation Learning on Large Graphs
v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

Neural Information Processing Systems (NeurIPS), 2017
7 June 2017
William L. Hamilton
Z. Ying
J. Leskovec
ArXiv (abs)PDFHTML

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 6,241 papers shown
Title
TAGFN: A Text-Attributed Graph Dataset for Fake News Detection in the Age of LLMs
TAGFN: A Text-Attributed Graph Dataset for Fake News Detection in the Age of LLMs
Kay Liu
Yuwei Han
Haoyan Xu
Henry Peng Zou
Yue Zhao
Philip S. Yu
76
0
0
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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
277
0
0
25 Nov 2025
Short-Range Oversquashing
Short-Range Oversquashing
Yaaqov Mishayev
Yonatan Sverdlov
Tal Amir
Nadav Dym
117
0
0
25 Nov 2025
Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation
Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation
Lian Shen
Zhendan Chen
Yinhui jiang
Meijia Song
Ziming Su
Juan Liu
Xiangrong Liu
44
0
0
25 Nov 2025
Towards A Tri-View Diffusion Framework for Recommendation
Towards A Tri-View Diffusion Framework for Recommendation
Ximing Chen
Pui Ieng Lei
Yijun Sheng
Yanyan Liu
Zhiguo Gong
DiffM
136
0
0
25 Nov 2025
E2E-GRec: An End-to-End Joint Training Framework for Graph Neural Networks and Recommender Systems
E2E-GRec: An End-to-End Joint Training Framework for Graph Neural Networks and Recommender Systems
Rui Xue
Shichao Zhu
Liang Qin
Guangmou Pan
Yang Song
Tianfu Wu
GNN
136
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
44
0
0
25 Nov 2025
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Zimo Yan
Zheng Xie
Chang-rui Liu
Y. X. R. Wang
47
0
0
24 Nov 2025
GRIT-LP: Graph Transformer with Long-Range Skip Connection and Partitioned Spatial Graphs for Accurate Ice Layer Thickness Prediction
GRIT-LP: Graph Transformer with Long-Range Skip Connection and Partitioned Spatial Graphs for Accurate Ice Layer Thickness Prediction
Zesheng Liu
Maryam Rahnemoonfar
48
0
0
24 Nov 2025
Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning
Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning
Bo Jiang
Weijun Zhao
Beibei Wang
Xiao Wang
Jin Tang
AAML
111
0
0
24 Nov 2025
Auto-ML Graph Neural Network Hypermodels for Outcome Prediction in Event-Sequence Data
Auto-ML Graph Neural Network Hypermodels for Outcome Prediction in Event-Sequence DataAdvanced Industrial Conference on Telecommunications (AICT), 2025
Fang Wang
Lance Kosca
Adrienne Kosca
Marko Gacesa
Ernesto Damiani
AI4CE
175
0
0
24 Nov 2025
GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis
GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis
Kiran Thorat
Hongwu Peng
Yuebo Luo
Xi Xie
Shaoyi Huang
...
Jiahui Zhao
Yingjie Li
Zhijie Shi
Cunxi Yu
Caiwen Ding
102
1
0
23 Nov 2025
Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction
Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction
Randy Davila
Beyzanur Ispir
GNNAI4CE
149
0
0
22 Nov 2025
Ternary Gamma Semirings as a Novel Algebraic Framework for Learnable Symbolic Reasoning
Ternary Gamma Semirings as a Novel Algebraic Framework for Learnable Symbolic Reasoning
Chandrasekhar Gokavarapu
D. Madhusudhana Rao
NAI
16
0
0
21 Nov 2025
AutoGraphAD: A novel approach using Variational Graph Autoencoders for anomalous network flow detection
AutoGraphAD: A novel approach using Variational Graph Autoencoders for anomalous network flow detection
Georgios Anyfantis
Pere Barlet-Ros
132
0
0
21 Nov 2025
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling
Zhongjie Dai
Tao Feng
Jiaxuan You
61
0
0
21 Nov 2025
Graph Neural Networks for Surgical Scene Segmentation
Yihan Li
Nikhil Churamani
M. Robu
I. Luengo
Danail Stoyanov
39
0
0
20 Nov 2025
When Structure Doesn't Help: LLMs Do Not Read Text-Attributed Graphs as Effectively as We Expected
When Structure Doesn't Help: LLMs Do Not Read Text-Attributed Graphs as Effectively as We Expected
Haotian Xu
Yuning You
Tengfei Ma
68
0
0
20 Nov 2025
Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Nimeshika Udayangani
H. M. Dolatabadi
S. Erfani
C. Leckie
OODD
274
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0
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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
41
3
0
19 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
78
3
0
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SIGMMA: Hierarchical Graph-Based Multi-Scale Multi-modal Contrastive Alignment of Histopathology Image and Spatial Transcriptome
SIGMMA: Hierarchical Graph-Based Multi-Scale Multi-modal Contrastive Alignment of Histopathology Image and Spatial Transcriptome
Dabin Jeong
Amirhossein Vahidi
Ciro Ramírez-Suástegui
Marie Moullet
Kevin Ly
...
Daniyal Jafree
Lloyd Steele
Vijaya Baskar MS
Muzlifah Haniffa
Mohammad Lotfollahi
48
0
0
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Neurocircuitry-Inspired Hierarchical Graph Causal Attention Networks for Explainable Depression Identification
Neurocircuitry-Inspired Hierarchical Graph Causal Attention Networks for Explainable Depression Identification
Weidao Chen
Yuxiao Yang
Yueming Wang
117
0
0
18 Nov 2025
Real-time prediction of breast cancer sites using deformation-aware graph neural network
Real-time prediction of breast cancer sites using deformation-aware graph neural networkEngineering applications of artificial intelligence (EAAI), 2025
Kyunghyun Lee
Yong-Min Shin
Minwoo Shin
Jihun Kim
Sunghwan Lim
Won-Yong Shin
Kyungho Yoon
AI4CE
164
0
0
17 Nov 2025
Self-Adaptive Graph Mixture of Models
Self-Adaptive Graph Mixture of Models
Mohit Meena
Yash Punjabi
Abhishek A
Vishal Sharma
Mahesh Chandran
108
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17 Nov 2025
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
Jeongwhan Choi
Seungjun Park
Sumin Park
Sung-Bae Cho
Noseong Park
58
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17 Nov 2025
InteractiveGNNExplainer: A Visual Analytics Framework for Multi-Faceted Understanding and Probing of Graph Neural Network Predictions
InteractiveGNNExplainer: A Visual Analytics Framework for Multi-Faceted Understanding and Probing of Graph Neural Network PredictionsInternational Conference on Information Visualisation (IV), 2025
TC Singh
Sougata Mukherjea
48
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Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion
Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion
Cristina López Amado
Tassilo Schwarz
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Renaud Lambiotte
DiffMGNN
208
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FuseSampleAgg: Fused Neighbor Sampling and Aggregation for Mini-batch GNNs
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Aleksandar Stanković
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152
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Edge-aware baselines for ogbn-proteins in PyTorch Geometric: species-wise normalization, post-hoc calibration, and cost-accuracy trade-offs
Edge-aware baselines for ogbn-proteins in PyTorch Geometric: species-wise normalization, post-hoc calibration, and cost-accuracy trade-offs
Aleksandar Stanković
Dejan Lisica
101
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Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
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Jingyuan Wang
Leong Hou U
AI4TSGNN
180
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Improving the Generalisation of Learned Reconstruction Frameworks
Improving the Generalisation of Learned Reconstruction Frameworks
Emilien Valat
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MedImAI4CE
188
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0
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VISAGNN: Versatile Staleness-Aware Efficient Training on Large-Scale Graphs
VISAGNN: Versatile Staleness-Aware Efficient Training on Large-Scale Graphs
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GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
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Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning
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A Systematic Study of Model Extraction Attacks on Graph Foundation Models
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Qinghua Liu
Junhao Dong
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Yue Zhao
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62
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Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks
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Edric Tam
116
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GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance
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Zhixiao Wang
189
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BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning
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Guangyu Hu
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156
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Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
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Aiping Li
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Generalizable Insights for Graph Transformers in Theory and Practice
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HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association
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Tiantian Duan
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32
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Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL
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Saba Rahimi
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Leveraging the Power of AI and Social Interactions to Restore Trust in Public Polls
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MG-HGNN: A Heterogeneous GNN Framework for Indoor Wi-Fi Fingerprint-Based Localization
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28
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CGLE: Class-label Graph Link Estimator for Link Prediction
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Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
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On Stealing Graph Neural Network Models
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