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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
Temporal Link Prediction Using Graph Embedding Dynamics
Temporal Link Prediction Using Graph Embedding DynamicsIEEE International Conference on Multimedia Big Data (ICMBD), 2023
Sanaz Hasanzadeh Fard
Mohammad Ghassemi
AI4CE
207
6
0
15 Jan 2024
Introducing New Node Prediction in Graph Mining: Predicting All Links
  from Isolated Nodes with Graph Neural Networks
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks
D. Zanardini
Emilio Serrano
AI4CEGNN
226
5
0
10 Jan 2024
Few-Shot Causal Representation Learning for Out-of-Distribution
  Generalization on Heterogeneous Graphs
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs
Pengfei Ding
Yan Wang
Guanfeng Liu
Nan Wang
Xiaofang Zhou
OODDOOD
334
8
0
07 Jan 2024
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph
  Neural Networks
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
Puja Trivedi
Mark Heimann
Rushil Anirudh
Danai Koutra
Jayaraman J. Thiagarajan
UQCV
344
7
0
07 Jan 2024
View-based Explanations for Graph Neural Networks
View-based Explanations for Graph Neural Networks
Tingyang Chen
Dazhuo Qiu
Yinghui Wu
Arijit Khan
Xiangyu Ke
Yunjun Gao
347
17
0
04 Jan 2024
Learning Scalable Structural Representations for Link Prediction with
  Bloom Signatures
Learning Scalable Structural Representations for Link Prediction with Bloom Signatures
Tianyi Zhang
Haoteng Yin
Rongzhe Wei
Pan Li
Anshumali Shrivastava
AI4CE
212
4
0
28 Dec 2023
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via
  Modularity Maximization
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
Aritra Bhowmick
Mert Kosan
Zexi Huang
Ambuj K. Singh
Sourav Medya
258
33
0
20 Dec 2023
GraphScope Flex: LEGO-like Graph Computing Stack
GraphScope Flex: LEGO-like Graph Computing Stack
Tao He
Shuxian Hu
Longbin Lai
Dongze Li
Neng Li
...
Lei Zhang
Siyuan Zhang
Jingren Zhou
Xiaolin Zhou
Diwen Zhu
GNN
147
9
0
19 Dec 2023
When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding
  and Reasoning
When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding and Reasoning
Qihang Ai
Jianwu Zhou
Haiyun Jiang
Lemao Liu
Shuming Shi
130
1
0
16 Dec 2023
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise
  Tolerance
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise ToleranceInternational Conference on Information and Knowledge Management (CIKM), 2023
Ling-Hao Chen
Yuanshuo Zhang
Taohua Huang
Liangcai Su
Zeyi Lin
Xi Xiao
Xiaobo Xia
Tongliang Liu
NoLa
309
16
0
13 Dec 2023
Multi-perspective Feedback-attention Coupling Model for Continuous-time
  Dynamic Graphs
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs
Xiaobo Zhu
Yan Wu
Zhipeng Li
Hailong Su
Jin Che
Zhanheng Chen
Liying Wang
277
0
0
13 Dec 2023
A Novel Differentiable Loss Function for Unsupervised Graph Neural
  Networks in Graph Partitioning
A Novel Differentiable Loss Function for Unsupervised Graph Neural Networks in Graph Partitioning
Vivek Chaudhary
112
0
0
11 Dec 2023
Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets
Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets
Subhajit Dutta Chowdhury
Zhiyu Ni
Qingyuan Peng
Souvik Kundu
Pierluigi Nuzzo
241
3
0
11 Dec 2023
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse
  Matrix-Matrix Multiplication
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix MultiplicationIEEE/ACM International Symposium on Code Generation and Optimization (CGO), 2023
Qiang Fu
Thomas B. Rolinger
H. H. Huang
228
6
0
09 Dec 2023
Factorized Explainer for Graph Neural Networks
Factorized Explainer for Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2023
Rundong Huang
Farhad Shirani
Dongsheng Luo
222
15
0
09 Dec 2023
Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level
  Graph Representation Learning
Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning
Hanxuan Yang
Qingchao Kong
Wenji Mao
BDL
188
0
0
09 Dec 2023
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative
  Sampling Framework for Link Prediction
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link PredictionWeb Search and Data Mining (WSDM), 2023
Yakun Wang
Binbin Hu
Shuo Yang
Meiqi Zhu
Qing Cui
Qiyang Zhang
Jun Zhou
Guo Ye
Huimei He
175
2
0
08 Dec 2023
Expressive Sign Equivariant Networks for Spectral Geometric Learning
Expressive Sign Equivariant Networks for Spectral Geometric LearningNeural Information Processing Systems (NeurIPS), 2023
Derek Lim
Joshua Robinson
Stefanie Jegelka
Haggai Maron
284
19
0
04 Dec 2023
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient
  Transformers
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient TransformersLOG IN (LOG IN), 2023
Maciej Besta
Afonso Claudino Catarino
Lukas Gianinazzi
Nils Blach
Piotr Nyczyk
H. Niewiadomski
Torsten Hoefler
457
10
0
30 Nov 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks
Leveraging Graph Diffusion Models for Network Refinement Tasks
Puja Trivedi
Ryan Rossi
David Arbour
Tong Yu
Franck Dernoncourt
Sungchul Kim
Nedim Lipka
Namyong Park
Nesreen K. Ahmed
Danai Koutra
DiffM
272
0
0
29 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond
Graph Prompt Learning: A Comprehensive Survey and Beyond
Xiangguo Sun
Jiawen Zhang
Xixi Wu
Hong Cheng
Yun Xiong
Jia Li
932
85
0
28 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and
  Downstream Tasks on Graphs
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Xingtong Yu
Zhenghao Liu
Yuan Fang
Zemin Liu
Sihong Chen
Xinming Zhang
430
50
0
26 Nov 2023
Accurate and interpretable drug-drug interaction prediction enabled by
  knowledge subgraph learning
Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learningCommunications Medicine (Commun Med), 2023
Yaqing Wang
Zaifei Yang
Quanming Yao
179
39
0
25 Nov 2023
Hard Label Black Box Node Injection Attack on Graph Neural Networks
Hard Label Black Box Node Injection Attack on Graph Neural Networks
Yu Zhou
Zihao Dong
Guofeng Zhang
Jingchen Tang
AAMLGNN
117
0
0
22 Nov 2023
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU
  Heterogeneous Environments
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous EnvironmentsProceedings of the VLDB Endowment (PVLDB), 2023
Xin Ai
Qiange Wang
Chunyu Cao
Yanfeng Zhang
Chaoyi Chen
Hao Yuan
Yu Gu
Ge Yu
GNN
208
14
0
22 Nov 2023
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural
  Network with Biomedical Network
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical NetworkNature Computational Science (Nat. Comput. Sci.), 2023
Yongqi Zhang
Quanming Yao
Ling Yue
Xian Wu
Ziheng Zhang
Zhenxi Lin
Yefeng Zheng
197
58
0
15 Nov 2023
Edge2Node: Reducing Edge Prediction to Node Classification
Edge2Node: Reducing Edge Prediction to Node Classification
Zahed Rahmati
129
0
0
06 Nov 2023
Sparse Training of Discrete Diffusion Models for Graph Generation
Sparse Training of Discrete Diffusion Models for Graph Generation
Yiming Qin
Clément Vignac
Pascal Frossard
207
20
0
03 Nov 2023
GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models
GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN ModelsProceedings on Privacy Enhancing Technologies (PoPETs), 2023
Zeyu Song
Ehsanul Kabir
Shagufta Mehnaz
304
1
0
03 Nov 2023
Combating Bilateral Edge Noise for Robust Link Prediction
Combating Bilateral Edge Noise for Robust Link PredictionNeural Information Processing Systems (NeurIPS), 2023
Zhanke Zhou
Jiangchao Yao
Jiaxu Liu
Xiawei Guo
Quanming Yao
Li He
Liang Wang
Bo Zheng
Bo Han
AAMLNoLa
278
20
0
02 Nov 2023
Learning Cooperative Trajectory Representations for Motion Forecasting
Learning Cooperative Trajectory Representations for Motion ForecastingNeural Information Processing Systems (NeurIPS), 2023
Hongzhi Ruan
Haibao Yu
Wen-Yen Yang
Siqi Fan
Yingjuan Tang
Zaiqing Nie
AI4TS
255
27
0
01 Nov 2023
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
MAG-GNN: Reinforcement Learning Boosted Graph Neural NetworkNeural Information Processing Systems (NeurIPS), 2023
Lecheng Kong
Jiarui Feng
Hao Liu
Dacheng Tao
Yixin Chen
Muhan Zhang
AI4CE
179
17
0
29 Oct 2023
Maximum Independent Set: Self-Training through Dynamic Programming
Maximum Independent Set: Self-Training through Dynamic ProgrammingNeural Information Processing Systems (NeurIPS), 2023
Lorenzo Brusca
Lars C.P.M. Quaedvlieg
Stratis Skoulakis
Grigorios G. Chrysos
Volkan Cevher
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190
9
0
28 Oct 2023
BLIS-Net: Classifying and Analyzing Signals on Graphs
BLIS-Net: Classifying and Analyzing Signals on GraphsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Charles Xu
Laney Goldman
Valentina Guo
Benjamin Hollander-Bodie
Maedee Trank-Greene
Ian M. Adelstein
E. Brouwer
Rex Ying
Smita Krishnaswamy
Michael Perlmutter
186
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26 Oct 2023
DyExplainer: Explainable Dynamic Graph Neural Networks
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Tianchun Wang
Dongsheng Luo
Wei Cheng
Haifeng Chen
Xiang Zhang
213
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25 Oct 2023
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt
Mouxiang Chen
Zemin Liu
Chenghao Liu
Jundong Li
Qiheng Mao
Jianling Sun
AAML
269
15
0
23 Oct 2023
Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with
  NFT
Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFTNeural Information Processing Systems (NeurIPS), 2023
Zhen Zhang
B. Luo
Shengliang Lu
Bingsheng He
255
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0
18 Oct 2023
RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural
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RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations
C. Brumar
G. Appleby
Jen Rogers
Teddy Matinde
Lara Thompson
Remco Chang
Anamaria Crisan
HAI
252
1
0
17 Oct 2023
LPFormer: An Adaptive Graph Transformer for Link Prediction
LPFormer: An Adaptive Graph Transformer for Link PredictionKnowledge Discovery and Data Mining (KDD), 2023
Harry Shomer
Yao Ma
Haitao Mao
Juanhui Li
Bo Wu
Shucheng Zhou
394
23
0
17 Oct 2023
A Local Graph Limits Perspective on Sampling-Based GNNs
A Local Graph Limits Perspective on Sampling-Based GNNsInternational Symposium on Information Theory (ISIT), 2023
Yeganeh Alimohammadi
Luana Ruiz
Amin Saberi
229
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0
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Shape-aware Graph Spectral Learning
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Enyan Dai
Dongsheng Luo
Xiang Zhang
Suhang Wang
282
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Does Graph Distillation See Like Vision Dataset Counterpart?
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Beining Yang
Kai Wang
Qingyun Sun
Cheng Ji
Xingcheng Fu
Hao Tang
Yang You
Jianxin Li
DD
264
54
0
13 Oct 2023
A Topological Perspective on Demystifying GNN-Based Link Prediction
  Performance
A Topological Perspective on Demystifying GNN-Based Link Prediction PerformanceInternational Conference on Learning Representations (ICLR), 2023
Yu Wang
Tong Zhao
Yuying Zhao
Yunchao Liu
Xueqi Cheng
Neil Shah
Hanyu Wang
212
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Towards Foundation Models for Knowledge Graph Reasoning
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Mikhail Galkin
Xinyu Yuan
Hesham Mostafa
Jian Tang
Zhaocheng Zhu
VLMReLM
216
81
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Clustering-based Image-Text Graph Matching for Domain Generalization
Clustering-based Image-Text Graph Matching for Domain GeneralizationInternational Conference on Pattern Recognition (ICPR), 2023
Nokyung Park
Daewon Chae
Jeongyong Shim
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215
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On the Stability of Expressive Positional Encodings for Graphs
On the Stability of Expressive Positional Encodings for GraphsInternational Conference on Learning Representations (ICLR), 2023
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Stefanie Jegelka
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476
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EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields
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228
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Deep Insights into Noisy Pseudo Labeling on Graph Data
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GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via
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Mingxuan Ju
Tong Zhao
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292
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Revisiting Link Prediction: A Data Perspective
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Yao Ma
Tong Zhao
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307
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