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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,533 papers shown

Title
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours Yuxin Yang Hongkuan Zhou Rajgopal Kannan Viktor Prasanna 76 1 0 31 Dec 2024
Hypergraph-Based Dynamic Graph Node Classification Xiaoxu Ma Chen Zhao Minglai Shao Yujie Lin 116 0 0 31 Dec 2024
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 151 4 0 31 Dec 2024
Efficient Link Prediction via GNN Layers Induced by Negative Sampling Yuxin Wang Xiannian Hu Quan Gan Xuanjing Huang Xipeng Qiu David Wipf 154 6 0 31 Dec 2024
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 138 8 0 31 Dec 2024
NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism Xin Ai Hao Yuan Zeyu Ling Qiange Wang Yanfeng Zhang Zhenbo Fu Chaoyi Chen Yu Gu Ge Yu GNN 165 1 0 29 Dec 2024
Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization Shixuan Liu Yanghe Feng Keyu Wu Guangquan Cheng Jincai Huang Zhong Liu CML 89 7 0 27 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 131 0 0 27 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 85 0 0 26 Dec 2024
Investigating the Temporal Dynamics of Cyber Threat Intelligence Angel Kodituwakku Clark Xu Daniel Rogers David K. Ahn Errin W. Fulp 76 0 0 26 Dec 2024
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 102 68 0 24 Dec 2024
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network Xianfeng Song Yi Zou Zheng Shi Zheng Liu 93 0 0 24 Dec 2024
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study Liangliang Zhang Haoran Bao Yao Ma DD AI4CE 49 1 0 23 Dec 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning Jaesun Shin Eunjoo Jeon Taewon Cho Namkyeong Cho Youngjune Gwon 118 0 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 77 0 0 23 Dec 2024
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool Jiangtong Li Dungy Liu Dawei Cheng Changchun Jiang AAML 88 0 0 23 Dec 2024
Rethinking Cancer Gene Identification through Graph Anomaly Analysis Yilong Zang Lingfei Ren Yongqian Li Zhikang Wang David Selby Zheng Wang Sebastian Vollmer Hongzhi Yin Jiangning Song Jian Wu 129 1 0 23 Dec 2024
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Yuxuan Liang Chao Huang LM&Ro 182 1 0 22 Dec 2024
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks Erhu He Declan Kutscher Yiqun Xie Jacob Aaron Zwart Zhe Jiang Huaxiu Yao X. Jia AI4CE 137 0 0 21 Dec 2024
THeGCN: Temporal Heterophilic Graph Convolutional Network Yuchen Yan Yuzhong Chen Huiyuan Chen Xiaoting Li Zhe Xu Zhichen Zeng Lihui Liu Zhining Liu Hanghang Tong 178 1 0 21 Dec 2024
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation Shuyuan Zhao Wei Chen Boyan Shi Liyong Zhou Shuohao Lin Huaiyu Wan 209 0 0 21 Dec 2024
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks Siddharth Ambekar Yuhang Yao Ryan Li Carlee Joe-Wong FedML 156 0 0 20 Dec 2024
Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan OODD 131 0 0 20 Dec 2024
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck Van Thuy Hoang O-Joun Lee AI4CE 144 1 0 20 Dec 2024
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation Ryien Hosseini F. Simini V. Vishwanath Henry Hoffmann AI4CE 132 0 0 20 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 180 15 0 19 Dec 2024
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training Shuyin Xia Xinjun Ma Zhiyuan Liu Cheng Liu Sen Zhao G. Wang 118 2 0 18 Dec 2024
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 237 0 0 18 Dec 2024
Two Layer Walk: A Community-Aware Graph Embedding He Yu Qingbin Liu 92 0 0 17 Dec 2024
Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification Huachao Yan K. Guo Shiwei Song Yihai Dai Xiaoqiang Wei Xiaofen Xing Xiangmin Xu 120 1 0 17 Dec 2024
GNN Applied to Ego-nets for Friend Suggestions Evgeny Zamyatin GNN 123 0 0 16 Dec 2024
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention Graph Seonho An Young Yik Rhim Min-Soo Kim AILaw 116 0 0 16 Dec 2024
GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization Yiping Zhang Yuntao Shou Wei Ai Tao Meng Keqin Li CVBM 142 5 0 16 Dec 2024
Modeling Inter-Intra Heterogeneity for Graph Federated Learning Wentao Yu Shuo Chen Yongxin Tong Tianlong Gu Chen Gong FedML 91 1 0 16 Dec 2024
MeshArt: Generating Articulated Meshes with Structure-Guided Transformers Daoyi Gao Yawar Siddiqui Lei Li Angela Dai 189 3 0 16 Dec 2024
RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models Zhuo Wu Qinglin Jia Chuhan Wu Zhaocheng Du Shuai Wang Zihan Wang Zhenhua Dong OffRL 108 0 0 15 Dec 2024
Embracing Large Language Models in Traffic Flow Forecasting Yusheng Zhao Xiao Luo Haomin Wen Zhiping Xiao Wei Ju Ming Zhang AI4TS 134 0 0 15 Dec 2024
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction Claudio Moroni Claudio Borile Carolina Mattsson Michele Starnini Andre' Panisson 135 0 0 14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Ziyi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 180 0 0 13 Dec 2024
Graph Similarity Computation via Interpretable Neural Node Alignment Jingjing Wang Hongjie Zhu H. Xie F. Wang Xiaoliang Xu Yuxiang Wang 126 0 0 13 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 113 1 0 12 Dec 2024
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning Isha Jain Shailesh Garg Shaurya Shriyam Souvik Chakraborty GNN 132 0 0 12 Dec 2024
Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains Yunhui Liu Qizhuo Xie Jinwei Shi Jiaxu Shen Tieke He 116 1 0 12 Dec 2024
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language Yuanyuan Liang Tingyu Xie Gan Peng Zihao Huang Yunshi Lan Weining Qian LLMAG 119 2 0 11 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 128 0 0 10 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 188 0 0 09 Dec 2024
MIND: Effective Incorrect Assignment Detection through a Multi-Modal Structure-Enhanced Language Model Yunhe Pang Bo Chen Fanjin Zhang Yanghui Rao Jie Tang 133 0 0 05 Dec 2024
Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data Binbin Hu Zhicheng An Zhengwei Wu Ke Tu Ziqi Liu Qing Cui Jun Zhou Yufei Feng Jiawei Chen CML 154 0 0 05 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 135 10 0 05 Dec 2024
Residual Hyperbolic Graph Convolution Networks Yangkai Xue Jindou Dai Zhipeng Lu Yuwei Wu Yunde Jia 157 4 0 05 Dec 2024