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Link Prediction Based on Graph Neural Networks
v1v2v3 (latest)

Link Prediction Based on Graph Neural Networks

Neural Information Processing Systems (NeurIPS), 2018
27 February 2018
Muhan Zhang
Yixin Chen
    GNN
ArXiv (abs)PDFHTML

Papers citing "Link Prediction Based on Graph Neural Networks"

50 / 883 papers shown
Boosting Graph Foundation Model from Structural Perspective
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Yige Zhao
Jianxiang Yu
Xiang Li
369
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Scalable Graph Compressed Convolutions
Scalable Graph Compressed Convolutions
Junshu Sun
Chen Yang
Shuhui Wang
Qingming Huang
GNN
263
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0
26 Jul 2024
Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks
Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks
Kamesh Korangi
Christophe Mues
Cristián Bravo
288
2
0
22 Jul 2024
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing
  Data Transfer Scheme
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme
Jeongmin Brian Park
Kun Wu
Vikram Sharma Mailthody
Zaid Quresh
Scott Mahlke
Wen-mei W. Hwu
GNN
261
2
0
21 Jul 2024
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer
Jiahong Ma
Mingguo He
Zhewei Wei
221
12
0
19 Jul 2024
UTG: Towards a Unified View of Snapshot and Event Based Models for
  Temporal Graphs
UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs
Shenyang Huang
Farimah Poursafaei
Reihaneh Rabbany
Guillaume Rabusseau
Emanuele Rossi
184
11
0
17 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain
  Adaptation
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
Meihan Liu
Zhen Zhang
Jiachen Tang
Jiajun Bu
Bingsheng He
Sheng Zhou
275
8
0
09 Jul 2024
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications
Maoxin Ji
Qiong Wu
Pingyi Fan
Nan Cheng
Wen Chen
Jiangzhou Wang
Khaled B. Letaief
GNN
295
58
0
09 Jul 2024
Foundations and Frontiers of Graph Learning Theory
Foundations and Frontiers of Graph Learning Theory
Yu Huang
Min Zhou
Menglin Yang
Zhen Wang
Muhan Zhang
Jie Wang
Hong Xie
Hao Wang
Defu Lian
Enhong Chen
AI4CEGNN
417
5
0
03 Jul 2024
What Is Missing In Homophily? Disentangling Graph Homophily For Graph
  Neural Networks
What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks
Yilun Zheng
Sitao Luan
Lihui Chen
328
6
0
27 Jun 2024
Link Prediction with Untrained Message Passing Layers
Link Prediction with Untrained Message Passing Layers
Lisi Qarkaxhija
Anatol E. Wegner
Ingo Scholtes
369
1
0
24 Jun 2024
TAGLAS: An atlas of text-attributed graph datasets in the era of large
  graph and language models
TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models
Jiarui Feng
Hao Liu
Lecheng Kong
Yixin Chen
Muhan Zhang
207
6
0
20 Jun 2024
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
Haochen Liu
Song Wang
Chen Chen
Jundong Li
205
6
0
19 Jun 2024
RobGC: Towards Robust Graph Condensation
RobGC: Towards Robust Graph CondensationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Xinyi Gao
Hongzhi Yin
Tong Chen
Guanhua Ye
Wentao Zhang
Tengjiao Wang
AAML
529
8
0
19 Jun 2024
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for
  Heterophilic Graphs
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic GraphsKnowledge Discovery and Data Mining (KDD), 2024
Kun Wang
Guibin Zhang
Xinnan Zhang
Cunchun Li
Xun Wu
Guohao Li
Shirui Pan
Wei-Ming Huang
Yuxuan Liang
244
13
0
18 Jun 2024
A Scalable and Effective Alternative to Graph Transformers
A Scalable and Effective Alternative to Graph Transformers
Kaan Sancak
Zhigang Hua
Jin Fang
Yan Xie
Andrey Malevich
Bo Long
M. F. Balin
Ümit V. Çatalyürek
271
3
0
17 Jun 2024
Edge Classification on Graphs: New Directions in Topological Imbalance
Edge Classification on Graphs: New Directions in Topological Imbalance
Xueqi Cheng
Yu Wang
Yunchao Liu
Yuying Zhao
Charu C. Aggarwal
Hanyu Wang
208
7
0
17 Jun 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge GraphsNeural Information Processing Systems (NeurIPS), 2024
Zhuofeng Li
Zixing Gou
Xiangnan Zhang
Zhongyuan Liu
Sirui Li
Yuntong Hu
Chen Ling
Zheng Zhang
Liang Zhao
270
13
0
14 Jun 2024
A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness
A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness
Ningyi Liao
Haoyu Liu
Zulun Zhu
Siqiang Luo
L. Lakshmanan
423
2
0
14 Jun 2024
Robustness Inspired Graph Backdoor Defense
Robustness Inspired Graph Backdoor DefenseInternational Conference on Learning Representations (ICLR), 2024
Zhiwei Zhang
Minhua Lin
Junjie Xu
Zongyu Wu
Enyan Dai
Suhang Wang
AAML
182
0
0
14 Jun 2024
Classic GNNs are Strong Baselines: Reassessing GNNs for Node
  Classification
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
Yuankai Luo
Lei Shi
Xiao-Ming Wu
220
67
0
13 Jun 2024
Motif-driven Subgraph Structure Learning for Graph Classification
Motif-driven Subgraph Structure Learning for Graph Classification
Zhiyao Zhou
Sheng Zhou
Bochao Mao
Jiawei Chen
Qingyun Sun
Yan Feng
Chun-Yen Chen
Can Wang
229
2
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13 Jun 2024
GraphFM: A Comprehensive Benchmark for Graph Foundation Model
GraphFM: A Comprehensive Benchmark for Graph Foundation Model
Yuhao Xu
Xinqi Liu
Keyu Duan
Yi Fang
Yu-Neng Chuang
Daochen Zha
Qiaoyu Tan
AI4CE
195
4
0
12 Jun 2024
Conformal Load Prediction with Transductive Graph Autoencoders
Conformal Load Prediction with Transductive Graph Autoencoders
Rui Luo
Nicolo Colombo
352
17
0
12 Jun 2024
Efficient Neural Common Neighbor for Temporal Graph Link Prediction
Efficient Neural Common Neighbor for Temporal Graph Link Prediction
Xiaohui Zhang
Yanbo Wang
Xiyuan Wang
Muhan Zhang
288
14
0
12 Jun 2024
Explainable Graph Neural Networks Under Fire
Explainable Graph Neural Networks Under Fire
Zhong Li
Simon Geisler
Yuhang Wang
Stephan Günnemann
M. Leeuwen
AAML
281
4
0
10 Jun 2024
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning
  Subgraph Training
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training
Xizhi Gu
Hongzheng Li
Shihong Gao
Xinyan Zhang
Lei Chen
Yingxia Shao
GNN
208
1
0
07 Jun 2024
GENIE: Watermarking Graph Neural Networks for Link Prediction
GENIE: Watermarking Graph Neural Networks for Link Prediction
Venkata Sai Pranav Bachina
Ankit Gangwal
Aaryan Ajay Sharma
Charu Sharma
349
4
0
07 Jun 2024
LinkGPT: Teaching Large Language Models To Predict Missing Links
LinkGPT: Teaching Large Language Models To Predict Missing Links
Zhongmou He
Jing Zhu
Shengyi Qian
Joyce Chai
Danai Koutra
LRM
238
6
0
07 Jun 2024
E(n) Equivariant Message Passing Cellular Networks
E(n) Equivariant Message Passing Cellular Networks
Veljko Kovač
Erik J. Bekkers
Pietro Lio
Floor Eijkelboom
235
3
0
05 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
Wenzhuo Tang
Haitao Mao
Danial Dervovic
Shubham Sharma
Saumitra Mishra
Yuying Xie
Shucheng Zhou
428
6
0
04 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph
  Completion
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
Qinggang Zhang
Keyu Duan
Hao-Heng Chen
Pai Zheng
Xiao Huang
429
8
0
03 Jun 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Ocheme Anthony Ekle
William Eberle
AI4TS
329
39
0
31 May 2024
Matrix Manifold Neural Networks++
Matrix Manifold Neural Networks++
Xuan Son Nguyen
Shuo Yang
A. Histace
323
10
0
29 May 2024
Injecting Hierarchical Biological Priors into Graph Neural Networks for
  Flow Cytometry Prediction
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction
Fatemeh Nassajian Mojarrad
Lorenzo Bini
Thomas Matthes
Stéphane Marchand-Maillet
AI4CE
342
0
0
28 May 2024
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional
  Encoding
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding
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Mohsen Fayyaz
Horst Bischof
321
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Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
Mingqing Xiao
Yixin Zhu
D.K. He
Zhouchen Lin
LRM
291
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0
27 May 2024
E(n) Equivariant Topological Neural Networks
E(n) Equivariant Topological Neural Networks
Claudio Battiloro
Ege Karaismailoglu
Mauricio Tec
George Dasoulas
Michelle Audirac
Francesca Dominici
633
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24 May 2024
Graph Sparsification via Mixture of Graphs
Graph Sparsification via Mixture of GraphsInternational Conference on Learning Representations (ICLR), 2024
Guibin Zhang
Xiangguo Sun
Xinfeng Li
Kun Wang
Tianlong Chen
Shirui Pan
265
17
0
23 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond
Towards Graph Contrastive Learning: A Survey and Beyond
Wei Ju
Yifan Wang
Yifang Qin
Zhengyan Mao
Zhiping Xiao
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Dongjie Wang
Qingqing Long
Siyu Yi
Xiao Luo
Ming Zhang
351
47
0
20 May 2024
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective
Rethinking Graph Backdoor Attacks: A Distribution-Preserving PerspectiveKnowledge Discovery and Data Mining (KDD), 2024
Zhiwei Zhang
Min Lin
Enyan Dai
Suhang Wang
AAML
326
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0
17 May 2024
ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph
  Neural Networks
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Zhehan Zhao
Lu Bai
Lixin Cui
Ming Li
Yue Wang
Lixiang Xu
Edwin R. Hancock
186
3
0
16 May 2024
A Survey of Large Language Models for Graphs
A Survey of Large Language Models for Graphs
Xubin Ren
Jiabin Tang
D. Yin
Nitesh Chawla
Chao Huang
260
97
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DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN
  Training
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training
Renjie Liu
Yichuan Wang
Xiao Yan
Zhenkun Cai
Minjie Wang
Haitian Jiang
Bo Tang
Jinyang Li
GNN
353
9
0
08 May 2024
Hypergraph-enhanced Dual Semi-supervised Graph Classification
Hypergraph-enhanced Dual Semi-supervised Graph Classification
Wei Ju
Zhengyan Mao
Siyu Yi
Yifang Qin
Yiyang Gu
Zhiping Xiao
Yifan Wang
Xiao Luo
Ming Zhang
233
35
0
08 May 2024
Relating-Up: Advancing Graph Neural Networks through Inter-Graph
  Relationships
Relating-Up: Advancing Graph Neural Networks through Inter-Graph Relationships
Qi Zou
Na Yu
Daoliang Zhang
Wei Zhang
Rui Gao
AI4CE
198
1
0
07 May 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models,
  Frameworks, Benchmarks, Experiments and Challenges
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ZhengZhao Feng
Rui Wang
TianXing Wang
Mingli Song
Sai Wu
Shuibing He
AI4CE
331
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Generating Robust Counterfactual Witnesses for Graph Neural Networks
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Dazhuo Qiu
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Arijit Khan
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288
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PHLP: Sole Persistent Homology for Link Prediction -- Interpretable
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Uncertainty Quantification on Graph Learning: A Survey
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412
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