v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,528 papers shown

Title
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling Yongqi Huang Jitao Zhao Dongxiao He Di Jin Yuxiao Huang Zhen Wang 50 0 0 23 Mar 2025
NdLinear: Don't Flatten! Building Superior Neural Architectures by Preserving N-D Structure Alex Reneau Jerry Yao-Chieh Hu Zhongfang Zhuang Ting-Chun Liu Xiang He Judah Goldfeder Nadav Timor Allen Roush Ravid Shwartz-Ziv HAI 108 0 0 21 Mar 2025
TeMP-TraG: Edge-based Temporal Message Passing in Transaction Graphs Steve Gounoue Ashutosh Sao Simon Gottschalk 90 0 0 21 Mar 2025
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability Sanjif Shanmugavelu Mathieu Taillefumier Christopher Culver Vijay Ganesh Oscar Hernandez Ada Sedova AAML 59 1 0 21 Mar 2025
Ordered Topological Deep Learning: a Network Modeling Case Study Guillermo Bernardez Miquel Ferriol Galmés Carlos Güemes-Palau Mathilde Papillon Pere Barlet-Ros A. Cabellos-Aparicio Nina Miolane 119 4 0 20 Mar 2025
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 92 0 0 19 Mar 2025
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition Caoshuo Li Tanzhe Li Xiaobin Hu Donghao Luo Taisong Jin 95 1 0 19 Mar 2025
A Semantic and Clean-label Backdoor Attack against Graph Convolutional Networks Jiazhu Dai Haoyu Sun AAML 101 0 0 19 Mar 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 142 0 0 18 Mar 2025
PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior Seanie Lee Hwanhee Jung Byoungsoo Koh Qixing Huang Sangho Yoon Sangpil Kim 75 0 0 17 Mar 2025
Continuous Simplicial Neural Networks Aref Einizade Dorina Thanou Fragkiskos D. Malliaros Jhony H. Giraldo AI4CE 117 1 0 17 Mar 2025
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 252 0 0 16 Mar 2025
Efficient and Privacy-Preserved Link Prediction via Condensed Graphs Yunbo Long Liming Xu Alexandra Brintrup 176 0 0 15 Mar 2025
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning Hang Ni Jindong Han Nengjun Zhu Hao Liu 82 0 0 15 Mar 2025
Weighted Graph Structure Learning with Attention Denoising for Node Classification Tingting Wang Jiaxin Su Haobing Liu Ruobing Jiang 229 0 0 15 Mar 2025
GNNs as Predictors of Agentic Workflow Performances Yanzhe Zhang Yuchen Hou Bohan Tang Shuo Chen Muhan Zhang Xiaowen Dong Tian Jin LLMAG AI4CE 120 2 0 14 Mar 2025
Multi-View Node Pruning for Accurate Graph Representation Jiseong Park Hanjin Kim Seojin Kim Jueun Choi 146 0 0 14 Mar 2025
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks Eduard Tulchinskii Daria Voronkova I. Trofimov Evgeny Burnaev Serguei Barannikov 422 0 0 14 Mar 2025
Tensor Convolutional Network for Higher-Order Interaction Prediction in Sparse Tensors Jun-Gi Jang Jingrui He A. Margenot Hanghang Tong 62 0 0 14 Mar 2025
Enhanced Soups for Graph Neural Networks Joseph Zuber Aishwarya Sarkar Joseph Jennings Ali Jannesari 120 1 0 14 Mar 2025
Towards Constraint-Based Adaptive Hypergraph Learning for Solving Vehicle Routing: An End-to-End Solution Zhenwei Wang Ruibin Bai Tiehua Zhang 127 0 0 13 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Yansen Wang Wenqi Fan Suhang Wang Yao Ma 88 1 0 13 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 155 3 0 13 Mar 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 236 6 0 13 Mar 2025
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis Chenjun Li Laurin Lux Alexander H. Berger Fernando Navarro Mert R. Sabuncu Johannes C. Paetzold 94 0 0 12 Mar 2025
Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks Xuewen Dong Jiachen Li Shujun Li Zhichao You Qiang Qu Yaroslav Kholodov Yulong Shen AAML 141 1 0 12 Mar 2025
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement Huidong Liang Haitz Sáez de Ocáriz Borde Baskaran Sripathmanathan Michael M. Bronstein Xiaowen Dong GNN 133 1 0 12 Mar 2025
How Feasible is Augmenting Fake Nodes with Learnable Features as a Counter-strategy against Link Stealing Attacks? Mir Imtiaz Mostafiz Imtiaz Karim Elisa Bertino AAML 96 0 0 12 Mar 2025
TreeX: Generating Global Graphical GNN Explanations via Critical Subtree Extraction Shengyao Lu Jiuding Yang Baochun Li Di Niu 96 0 0 12 Mar 2025
Efficient Neural Clause-Selection Reinforcement Martin Suda 97 0 0 10 Mar 2025
Using Subgraph GNNs for Node Classification:an Overlooked Potential Approach Qian Zeng Xin Lin Jingyi Gao Yang Yu 137 0 0 09 Mar 2025
HIPPO-MAT: Decentralized Task Allocation Using GraphSAGE and Multi-Agent Deep Reinforcement Learning Lavanya Ratnabala Robinroy Peter A. Fedoseev Dzmitry Tsetserukou 104 1 0 08 Mar 2025
Subgraph Federated Learning for Local Generalization Sungwon Kim Yoonho Lee Yunhak Oh Namkyeong Lee Sukwon Yun Junseok Lee Sein Kim Carl Yang Chanyoung Park FedML OOD 155 3 0 06 Mar 2025
ConstellationNet: Reinventing Spatial Clustering through GNNs Aidan Gao Junhong Lin GNN 68 0 0 06 Mar 2025
Leap: Inductive Link Prediction via Learnable TopologyAugmentation Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas 87 0 0 05 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 120 5 0 05 Mar 2025
GNNMerge: Merging of GNN Models Without Accessing Training Data Vipul Garg Ishita Thakre Sayan Ranu MoMe 198 0 0 05 Mar 2025
HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs Shujie Li Yuxia Wu Chuan Shi Yuan Fang 88 0 0 05 Mar 2025
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization Qiyi Wang Yinning Shao Yunlong Ma Min Liu OOD 111 1 0 04 Mar 2025
Deal: Distributed End-to-End GNN Inference for All Nodes Shiyang Chen Xiang Song Vasiloudis Theodore Hang Liu GNN 89 0 0 04 Mar 2025
CGMatch: A Different Perspective of Semi-supervised Learning Bo Cheng Jueqing Lu Yuan Tian Haifeng Zhao Yi-Ju Chang Lan Du 79 0 0 04 Mar 2025
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees Emma Ceccherini Ian Gallagher Andrew Jones Daniel J. Lawson 97 0 0 04 Mar 2025
Hypergraph Foundation Model Yifan Feng Shiquan Liu Xiangmin Han Shaoyi Du Zongze Wu Han Hu Yue Gao AI4CE 77 2 0 03 Mar 2025
Fairness and/or Privacy on Social Graphs Bartlomiej Surma Michael Backes Yang Zhang 123 0 0 03 Mar 2025
STGAN: Spatial-temporal Graph Autoregression Network for Pavement Distress Deterioration Prediction Shilin Tong Difei Wu Xiaona Liu Le Zheng Yuchuan Du Difan Zou GNN 46 0 0 03 Mar 2025
\textsc{Perseus}: Tracing the Masterminds Behind Cryptocurrency Pump-and-Dump Schemes Honglin Fu Yebo Feng Yanwei Yue Jiahua Xu AIFin 73 0 0 03 Mar 2025
A Selective Learning Method for Temporal Graph Continual Learning Hanmo Liu Shimin Di Haoyang Li Xun Jian Yijiao Wang Lei Chen CLL 101 0 0 03 Mar 2025
m4: A Learned Flow-level Network Simulator Chenning Li Anton A. Zabreyko Arash Nasr-Esfahany Kevin Zhao Prateesh Goyal Mohammad Alizadeh Thomas Anderson 79 0 0 03 Mar 2025
How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings Nikolaos Nakis Niels Raunkjær Holm Andreas Lyhne Fiehn Morten Mørup 113 0 0 03 Mar 2025
Depth-Adaptive Graph Neural Networks via Learnable Bakry-Émery Curvature Asela Hevapathige Ahad N. Zehmakan Qing Wang 101 0 0 03 Mar 2025