v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,534 papers shown

Title
gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs Taha Tekdogan Serkan Göktas Ayse Yilmazer-Metin 65 0 0 20 Oct 2022
Low-Rank Representations Towards Classification Problem of Complex Networks Murat Çelik Ali Baran Tasdemir Lale Özkahya GNN 51 0 0 20 Oct 2022
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Paweł Antoni Pierzchlewicz R. J. Cotton Mohammad Ali Bashiri Fabian H. Sinz 3DH 81 8 0 20 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 107 2 0 20 Oct 2022
Transformer-based Entity Typing in Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 75 19 0 20 Oct 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection A. De Soumen Chakrabarti 103 5 0 20 Oct 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy Soumen Chakrabarti A. De GNN 67 6 0 20 Oct 2022
A Magnetic Framelet-Based Convolutional Neural Network for Directed Graphs Lequan Lin Junbin Gao GNN 85 12 0 20 Oct 2022
RSC: Accelerating Graph Neural Networks Training via Randomized Sparse Computations Zirui Liu Sheng-Wei Chen Kaixiong Zhou Daochen Zha Xiao Huang Helen Zhou 119 17 0 19 Oct 2022
Towards Accurate Subgraph Similarity Computation via Neural Graph Pruning Linfeng Liu Xuhong Han Dawei Zhou Liping Liu 71 5 0 19 Oct 2022
Extending Graph Transformers with Quantum Computed Aggregation Slimane Thabet Romain Fouilland L. Henriet GNN 50 3 0 19 Oct 2022
EGG-GAE: scalable graph neural networks for tabular data imputation Lev Telyatnikov Simone Scardapane GNN 67 14 0 19 Oct 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler Jiaxin Zhang Yashar Moshfeghi AIMat 68 18 0 18 Oct 2022
On Classification Thresholds for Graph Attention with Edge Features Kimon Fountoulakis Dake He Silvio Lattanzi Bryan Perozzi Anton Tsitsulin Shenghao Yang GNN 106 6 0 18 Oct 2022
Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel Mahalakshmi Sabanayagam Pascal Esser Debarghya Ghoshdastidar 143 2 0 18 Oct 2022
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks Alessio Gravina D. Bacciu Claudio Gallicchio GNN 106 58 0 18 Oct 2022
DAGAD: Data Augmentation for Graph Anomaly Detection Fanzhen Liu Xiaoxiao Ma Hongzhi Zhang Jian Yang Shan Xue Amin Beheshti Chuan Zhou Hao Peng Quan.Z Sheng Charu C. Aggarwal 88 47 0 18 Oct 2022
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP Jie Chen Shouzhen Chen Mingyuan Bai Junbin Gao Junping Zhang Jian Pu 93 10 0 18 Oct 2022
Graph Anomaly Detection with Unsupervised GNNs Lingxiao Zhao Saurabh Sawlani Arvind Srinivasan Leman Akoglu 77 18 0 18 Oct 2022
FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks S. Rizvi Nazreen Pallikkavaliyaveetil David Zhang Zhuoyang Lyu Nhi Nguyen ... Amin Karbasi Rex Ying Maria Brbić Rahul M. Dhodapkar David van Dijk GNN AI4CE 23 1 0 17 Oct 2022
Unifying Graph Contrastive Learning with Flexible Contextual Scopes Yizhen Zheng Yu Zheng Xiaofei Zhou Chen Gong V. Lee Shirui Pan 100 17 0 17 Oct 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs Ruijie Wang Zheng Li Dachun Sun Shengzhong Liu Jinning Li Bing Yin Tarek Abdelzaher OffRL 88 44 0 16 Oct 2022
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge Shangbin Feng Zhaoxuan Tan Zilong Chen Ningnan Wang Peisheng Yu Qinghua Zheng Xiao Chang Minnan Luo 81 9 0 15 Oct 2022
MGNNI: Multiscale Graph Neural Networks with Implicit Layers Juncheng Liu Bryan Hooi Kenji Kawaguchi X. Xiao AI4CE 83 22 0 15 Oct 2022
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations Haifeng Li Jun Cao Jiawei Zhu Qinyao Luo Silu He Xuying Wang 92 48 0 15 Oct 2022
Code Recommendation for Open Source Software Developers Yiqiao Jin Yunsheng Bai Yanqiao Zhu Yizhou Sun Wei Wang 97 24 0 15 Oct 2022
Improving Your Graph Neural Networks: A High-Frequency Booster Jiaqi Sun Lin Zhang Shenglin Zhao Yujiu Yang 77 8 0 15 Oct 2022
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis Shanshan Wang Zheni Zeng Xun Yang Xingyi Zhang AI4Ed 36 29 0 15 Oct 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties Amit Gupta Daniel S. Karls Mingjian Wen Ilia Nikiforov E. Tadmor George Karypis 82 8 0 14 Oct 2022
Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning Tiantian He Haicang Zhou Yew-Soon Ong Gao Cong GNN 142 4 0 14 Oct 2022
Revisiting Heterophily For Graph Neural Networks Sitao Luan Chenqing Hua Qincheng Lu Jiaqi Zhu Mingde Zhao Shuyuan Zhang Xiaoming Chang Doina Precup 92 201 0 14 Oct 2022
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking Keyu Duan Zirui Liu Peihao Wang Wenqing Zheng Kaixiong Zhou Tianlong Chen Helen Zhou Zhangyang Wang GNN 99 58 0 14 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 78 0 0 14 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 62 0 0 14 Oct 2022
Characterizing the Influence of Graph Elements Zizhang Chen Peizhao Li Hongfu Liu Pengyu Hong TDI 57 23 0 14 Oct 2022
Global Explainability of GNNs via Logic Combination of Learned Concepts Steve Azzolin Antonio Longa Pietro Barbiero Pietro Lio Andrea Passerini 82 57 0 13 Oct 2022
Behavioral graph fraud detection in E-commerce Hang Yin Zitao Zhang Zhurong Wang Yilmazcan Ozyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan 18 1 0 13 Oct 2022
Learning Physical Dynamics with Subequivariant Graph Neural Networks Jiaqi Han Wenbing Huang Hengbo Ma Jiachen Li J. Tenenbaum Chuang Gan AI4CE PINN 109 47 0 13 Oct 2022
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings Agapi Rissaki Bruno Scarone David Liu Aditeya Pandey Brennan Klein Tina Eliassi-Rad M. Borkin FaML 83 6 0 12 Oct 2022
Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems Tong Liu Hadi Meidani 50 12 0 12 Oct 2022
What Makes Graph Neural Networks Miscalibrated? Hans Hao-Hsun Hsu Yuesong Shen Christian Tomani Zorah Lähner 97 41 0 12 Oct 2022
Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics S. Rizvi Akash Awasthi Maria J. Peláez Zhihui Wang V. Cristini Hien Nguyen P. Dogra 122 1 0 12 Oct 2022
JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks Jian Kang Qinghai Zhou Hanghang Tong UQCV 94 22 0 12 Oct 2022
Boosting Graph Neural Networks via Adaptive Knowledge Distillation Zhichun Guo Chunhui Zhang Yujie Fan Yijun Tian Chuxu Zhang Nitesh Chawla 97 36 0 12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 66 45 0 12 Oct 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh Chawla Neil Shah Tong Zhao 122 43 0 11 Oct 2022
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks Jun Wu Weizhi Xu Qiang Liu Shu Wu Liang Wang GNN 98 19 0 11 Oct 2022
Intrinsic Dimension for Large-Scale Geometric Learning Maximilian Stubbemann Tom Hanika Friedrich Martin Schneider PINN 102 5 0 11 Oct 2022
DIGAT: Modeling News Recommendation with Dual-Graph Interaction Zhiming Mao Jun Yu Li Hongru Wang Xingshan Zeng Kam-Fai Wong GNN 82 17 0 11 Oct 2022
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen Zehao Xiao Xiantong Zhen Cees G. M. Snoek Marcel Worring OOD 120 7 0 10 Oct 2022