v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

Neural Information Processing Systems (NeurIPS), 2017

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 6,261 papers shown

Title
Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing Longlong Li Cunquan Qu Guanghui Wang Cunquan Qu 214 0 0 24 Dec 2025
GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace Mikołaj Sacha Hammad Jafri Mattie Terzolo Ayan Sinha Andrew Rabinovich 44 0 0 02 Dec 2025
Credal Graph Neural Networks Matteo Tolloso Davide Bacciu UQCV 241 0 0 02 Dec 2025
FGC-Comp: Adaptive Neighbor-Grouped Attribute Completion for Graph-based Anomaly Detection Junpeng Wu Pinheng Zong 12 0 0 02 Dec 2025
MSPT: Efficient Large-Scale Physical Modeling via Parallelized Multi-Scale Attention Pedro M. P. Curvo Jan-Willem van de Meent Maksim Zhdanov AI4CE 48 0 0 01 Dec 2025
Common Structure Discovery in Collections of Bipartite Networks: Application to Pollination Systems Louis Lacoste Pierre Barbillon Sophie Donnet 40 0 0 01 Dec 2025
Heuristic algorithms for the stochastic critical node detection problem Tuguldur Bayarsaikhan Altannar Chinchuluun Ashwin Arulselvan Panos Pardalos 20 0 0 01 Dec 2025
TrendGNN: Towards Understanding of Epidemics, Beliefs, and Behaviors Mulin Tian Ajitesh Srivastava AI4TS 36 0 0 29 Nov 2025
DLRREC: Denoising Latent Representations via Multi-Modal Knowledge Fusion in Deep Recommender Systems Jiahao Tian Zhenkai Wang 12 0 0 29 Nov 2025
ARM-Explainer -- Explaining and improving graph neural network predictions for the maximum clique problem using node features and association rule mining Bharat Sharman Elkafi Hassini 60 0 0 28 Nov 2025
PISA: Prioritized Invariant Subgraph Aggregation Ali Ghasemi F. Wani Maria Sofia Bucarelli Fabrizio Silvestri OOD 72 0 0 27 Nov 2025
BrepGPT: Autoregressive B-rep Generation with Voronoi Half-PatchACM Transactions on Graphics (TOG), 2025 Pu Li Wenhao Zhang Weize Quan Biao Zhang Peter Wonka Dong-ming Yan 16 0 0 27 Nov 2025
ARES: Anomaly Recognition Model For Edge Streams Simone Mungari Albert Bifet Giuseppe Manco Bernhard Pfahringer 12 0 0 27 Nov 2025
IVGAE: Handling Incomplete Heterogeneous Data with a Variational Graph Autoencoder Youran Zhou Mohamed Reda Bouadjenek Sunil Aryal 48 0 0 27 Nov 2025
TAGFN: A Text-Attributed Graph Dataset for Fake News Detection in the Age of LLMs Kay Liu Yuwei Han Haoyan Xu Henry Peng Zou Yue Zhao Philip S. Yu 92 0 0 26 Nov 2025
Odin: Oriented Dual-module Integration for Text-rich Network Representation Learning Kaifeng Hong Yinglong Zhang Xiaoying Hong Xuewen Xia Xing Xu 170 0 0 26 Nov 2025
InF-ATPG: Intelligent FFR-Driven ATPG with Advanced Circuit Representation Guided Reinforcement Learning Bin Sun Rengang Zhang Zhiteng Chao Zizhen Liu Jianan Mu Jing Ye Huawei Li 20 0 0 25 Nov 2025
Towards A Tri-View Diffusion Framework for Recommendation Ximing Chen Pui Ieng Lei Yijun Sheng Yanyan Liu Zhiguo Gong DiffM 168 0 0 25 Nov 2025
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization Haoran Zheng Renchi Yang Yubo Zhou Jianliang Xu 80 0 0 25 Nov 2025
Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation Lian Shen Zhendan Chen Yinhui jiang Meijia Song Ziming Su Juan Liu Xiangrong Liu 60 0 0 25 Nov 2025
E2E-GRec: An End-to-End Joint Training Framework for Graph Neural Networks and Recommender Systems Rui Xue Shichao Zhu Liang Qin Guangmou Pan Yang Song Tianfu Wu GNN 164 0 0 25 Nov 2025
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering Songbo Wang Renchi Yang Yurui Lai Xiaoyang Lin Tsz Nam Chan SSL 309 0 0 25 Nov 2025
Short-Range Oversquashing Yaaqov Mishayev Yonatan Sverdlov Tal Amir Nadav Dym 129 0 0 25 Nov 2025
Auto-ML Graph Neural Network Hypermodels for Outcome Prediction in Event-Sequence DataAdvanced Industrial Conference on Telecommunications (AICT), 2025 Fang Wang Lance Kosca Adrienne Kosca Marko Gacesa Ernesto Damiani AI4CE 227 0 0 24 Nov 2025
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings Zimo Yan Zheng Xie Chang-rui Liu Y. X. R. Wang 59 0 0 24 Nov 2025
GRIT-LP: Graph Transformer with Long-Range Skip Connection and Partitioned Spatial Graphs for Accurate Ice Layer Thickness Prediction Zesheng Liu Maryam Rahnemoonfar 60 0 0 24 Nov 2025
Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning Bo Jiang Weijun Zhao Beibei Wang Xiao Wang Jin Tang AAML 139 0 0 24 Nov 2025
GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis Kiran Thorat Hongwu Peng Yuebo Luo Xi Xie Shaoyi Huang ... Jiahui Zhao Yingjie Li Zhijie Shi Cunxi Yu Caiwen Ding 106 1 0 23 Nov 2025
Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction Randy Davila Beyzanur Ispir GNN AI4CE 177 0 0 22 Nov 2025
AutoGraphAD: A novel approach using Variational Graph Autoencoders for anomalous network flow detection Georgios Anyfantis Pere Barlet-Ros 140 0 0 21 Nov 2025
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling Zhongjie Dai Tao Feng Jiaxuan You 73 0 0 21 Nov 2025
Ternary Gamma Semirings as a Novel Algebraic Framework for Learnable Symbolic Reasoning Chandrasekhar Gokavarapu D. Madhusudhana Rao NAI 40 0 0 21 Nov 2025
Graph Neural Networks for Surgical Scene Segmentation Yihan Li Nikhil Churamani M. Robu I. Luengo Danail Stoyanov 47 0 0 20 Nov 2025
When Structure Doesn't Help: LLMs Do Not Read Text-Attributed Graphs as Effectively as We Expected Haotian Xu Yuning You Tengfei Ma 88 0 0 20 Nov 2025
Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Nimeshika Udayangani H. M. Dolatabadi S. Erfani C. Leckie OODD 322 0 0 20 Nov 2025
LaguerreNet: Advancing a Unified Solution for Heterophily and Over-smoothing with Adaptive Continuous Polynomials Huseyin Goksu 114 3 0 19 Nov 2025
SIGMMA: Hierarchical Graph-Based Multi-Scale Multi-modal Contrastive Alignment of Histopathology Image and Spatial Transcriptome Dabin Jeong Amirhossein Vahidi Ciro Ramírez-Suástegui Marie Moullet Kevin Ly ... Daniyal Jafree Lloyd Steele Vijaya Baskar MS Muzlifah Haniffa Mohammad Lotfollahi 96 0 0 19 Nov 2025
KrawtchoukNet: A Unified GNN Solution for Heterophily and Over-smoothing with Adaptive Bounded Polynomials Huseyin Goksu 77 3 0 19 Nov 2025
Neurocircuitry-Inspired Hierarchical Graph Causal Attention Networks for Explainable Depression Identification Weidao Chen Yuxiao Yang Yueming Wang 133 0 0 18 Nov 2025
InteractiveGNNExplainer: A Visual Analytics Framework for Multi-Faceted Understanding and Probing of Graph Neural Network PredictionsInternational Conference on Information Visualisation (IV), 2025 TC Singh Sougata Mukherjea 68 0 0 17 Nov 2025
Self-Adaptive Graph Mixture of Models Mohit Meena Yash Punjabi Abhishek A Vishal Sharma Mahesh Chandran 140 0 0 17 Nov 2025
Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion Cristina López Amado Tassilo Schwarz Yu Tian Renaud Lambiotte DiffM GNN 236 0 0 17 Nov 2025
Edge-aware baselines for ogbn-proteins in PyTorch Geometric: species-wise normalization, post-hoc calibration, and cost-accuracy trade-offs Aleksandar Stanković Dejan Lisica 121 0 0 17 Nov 2025
Real-time prediction of breast cancer sites using deformation-aware graph neural networkEngineering applications of artificial intelligence (EAAI), 2025 Kyunghyun Lee Yong-Min Shin Minwoo Shin Jihun Kim Sunghwan Lim Won-Yong Shin Kyungho Yoon AI4CE 168 0 0 17 Nov 2025
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs Jeongwhan Choi Seungjun Park Sumin Park Sung-Bae Cho Noseong Park 82 0 0 17 Nov 2025
FuseSampleAgg: Fused Neighbor Sampling and Aggregation for Mini-batch GNNs Aleksandar Stanković FedML 160 0 0 17 Nov 2025
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs Jiaji Ma Puja Trivedi Danai Koutra 64 0 0 16 Nov 2025
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning JingTian Ma Jingyuan Wang Leong Hou U AI4TS GNN 220 0 0 16 Nov 2025
VISAGNN: Versatile Staleness-Aware Efficient Training on Large-Scale Graphs Rui Xue GNN 205 0 0 16 Nov 2025
Improving the Generalisation of Learned Reconstruction Frameworks Emilien Valat Ozan Oktem MedIm AI4CE 196 0 0 16 Nov 2025