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
Detecting LLM-Generated Spam Reviews by Integrating Language Model Embeddings and Graph Neural Network Xin Liu Rongwu Xu X. Jia Jason Liao Jiao Sun Ling Huang Wei Xu DeLMO 165 0 0 02 Oct 2025
Heterogeneous Graph Representation of Stiffened Panels with Non-Uniform Boundary Conditions and Loads Yuecheng Cai J. Jelovica 108 1 0 02 Oct 2025
Fine-Grained Urban Traffic Forecasting on Metropolis-Scale Road Networks Fedor Velikonivtsev Oleg Platonov Gleb Bazhenov Liudmila Prokhorenkova AI4TS 99 0 0 02 Oct 2025
Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement Zhaoyan Wang Zheng Gao Arogya Kharel In-Young Ko 92 0 0 02 Oct 2025
GDLNN: Marriage of Programming Language and Neural Networks for Accurate and Easy-to-Explain Graph Classification Minseok Jeon Seunghyun Park 72 0 0 01 Oct 2025
Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models Alessandro De Bellis Salvatore Bufi Giovanni Servedio Vito Walter Anelli Tommaso Di Noia E. Sciascio 81 0 0 30 Sep 2025
Graph Foundation Models: Bridging Language Model Paradigms and Graph Optimization Yunhao Liang Pujun Zhang Yuan Qu Shaochong Lin Zuo-Jun Max Shen AI4CE 94 0 0 29 Sep 2025
Community detection robustness of graph neural networks Jaidev Goel Pablo Moriano Ramakrishnan Kannan Yulia R. Gel AAML 64 0 0 29 Sep 2025
AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs Hakan Emre Gedik Andrew Martin Mustafa Munir Oguzhan Baser R. Marculescu Sandeep Chinchali Alan C. Bovik ViT 85 0 0 29 Sep 2025
GESA: Graph-Enhanced Semantic Allocation for Generalized, Fair, and Explainable Candidate-Role Matching Rishi Ashish Shah Shivaay Dhondiyal Kartik Sharma Sukriti Talwar Saksham Jain Sparsh Jain 37 0 0 29 Sep 2025
LLM/Agent-as-Data-Analyst: A Survey Zirui Tang Weizheng Wang Z. Zhou Yang Jiao Bangrui Xu ... Conghui He Bin Wang Conghui He Xiaoyang Wang Fan Wu 186 6 0 28 Sep 2025
GraphIFE: Rethinking Graph Imbalance Node Classification via Invariant Learning Fanlong Zeng Wensheng Gan Philip S. Yu AI4CE 75 0 0 28 Sep 2025
Graph Mixing Additive Networks Maya Bechler-Speicher Andrea Zerio Maor Huri Marie Vibeke Vestergaard Ran Gilad-Bachrach Tine Jess Samir Bhatt Aleksejs Sazonovs 112 0 0 28 Sep 2025
Node Classification via Simplicial Interaction with Augmented Maximal Clique Selection Eunho Koo Tongseok Lim 48 0 0 28 Sep 2025
Pure Node Selection for Imbalanced Graph Node Classification Fanlong Zeng Wensheng Gan Jiayang Wu Philip S. Yu 72 0 0 28 Sep 2025
CrediBench: Building Web-Scale Network Datasets for Information Integrity Emma Kondrup Sebastian Sabry Hussein Abdallah Zachary Yang James Zhou Kellin Pelrine Jean-Francois Godbout Michael M. Bronstein Reihaneh Rabbany Shenyang Huang 300 0 0 27 Sep 2025
Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining Boshra Ariguib Mathias Niepert Andrei Manolache SSL 172 0 0 26 Sep 2025
Neighborhood Sampling Does Not Learn the Same Graph Neural Network Zehao Niu M. Anitescu Jie Chen GNN 124 0 0 26 Sep 2025
TRACE: Learning to Compute on Graphs Ziyang Zheng Jiaying Zhu Jingyi Zhou Qiang Xu 104 0 0 26 Sep 2025
FedCF: Fair Federated Conformal Prediction Anutam Srinivasan Aditya T. Vadlamani Amin Meghrazi Srinivasan Parthasarathy FedML 132 0 0 26 Sep 2025
Patient-specific Biomolecular Instruction Tuning Irsyad Adam Zekai Chen David Laub Shaun Porwal Arda Pekis Kevin Brown 73 0 0 26 Sep 2025
SHAKE-GNN: Scalable Hierarchical Kirchhoff-Forest Graph Neural Network Zhipu Cui Johannes Lutzeyer GNN 111 0 0 26 Sep 2025
Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction Passant Elchafei Mayar Osama Mohamed Rageh Mervat Abuelkheir 34 0 0 26 Sep 2025
Structure-Attribute Transformations with Markov Chain Boost Graph Domain Adaptation Zhen Liu Yongtao Zhang Shaobo Ren Yuxin You 86 0 0 25 Sep 2025
SlideMamba: Entropy-Based Adaptive Fusion of GNN and Mamba for Enhanced Representation Learning in Digital Pathology Shakib Khan Fariba Dambandkhameneh N. Shaikh Yao Nie Raghavan Venugopal Xiao Li Mamba 120 1 0 25 Sep 2025
FracAug: Fractional Augmentation boost Graph-level Anomaly Detection under Limited Supervision Xiangyu Dong Xingyi Zhang Sibo Wang 80 0 0 25 Sep 2025
Enhancing Molecular Property Prediction with Knowledge from Large Language Models Peng Zhou Lai Hou Tim Zhixiang Cheng Kun Xie Chaoyi Li Wei Liu Xiangxiang Zeng 92 0 0 25 Sep 2025
ArtUV: Artist-style UV Unwrapping Yihao Chen Xinhai Liu Yang Li Victor Cheung Zhuo Chen D. Zhang Chunchao Guo 72 0 0 25 Sep 2025
GraphPFN: A Prior-Data Fitted Graph Foundation Model Dmitry Eremeev Oleg Platonov Gleb Bazhenov Artem Babenko Liudmila Prokhorenkova AI4CE 162 1 0 25 Sep 2025
EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense Wei Huang De-Tian Chu Lin-Yuan Bai Wei Kang H. Zhang Bo Li Zhi-Mo Han Jing Ge H. Lin AAML 132 0 0 25 Sep 2025
GraphUniverse: Enabling Systematic Evaluation of Inductive Generalization Louis Van Langendonck Guillermo Bernardez Nina Miolane Pere Barlet-Ros 88 0 0 25 Sep 2025
Spatio-Temporal Directed Graph Learning for Account Takeover Fraud Detection Mohsen Nayebi Kerdabadi William Andrew Byron Xin Sun Amirfarrokh Iranitalab 88 0 0 24 Sep 2025
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs Michiharu Yamashita Thanh-Binh Tran Delvin Ce Zhang Dongwon Lee 109 0 0 24 Sep 2025
MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Lihui Liu Carl J. Yang 88 0 0 24 Sep 2025
Transformer Modeling for Both Scalability and Performance in Multivariate Time Series Hunjae Lee Corey Clark 68 0 0 23 Sep 2025
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference Ben Finkelshtein Silviu Cucerzan S. Jauhar Ryen W. White 156 0 0 23 Sep 2025
Graph Neural Networks with Similarity-Navigated Probabilistic Feature Copying Asela Hevapathige 128 0 0 23 Sep 2025
ViG-LRGC: Vision Graph Neural Networks with Learnable Reparameterized Graph Construction Ismael Elsharkawi Hossam Sharara Ahmed Rafea 88 0 0 23 Sep 2025
Graph-Radiomic Learning (GrRAiL) Descriptor to Characterize Imaging Heterogeneity in Confounding Tumor Pathologies Dheerendranath Battalapalli Apoorva Safai Maria Jaramillo Hyemin Um Gustavo Adalfo Pineda Ortiz Ulas Bagci M. Ahluwalia Marwa Ismail Pallavi Tiwari 67 0 0 23 Sep 2025
GnnXemplar: Exemplars to Explanations -- Natural Language Rules for Global GNN Interpretability Burouj Armgaan Eshan Jain Harsh Pandey Mahesh Chandran Jignesh M. Patel LLMAG 301 0 0 22 Sep 2025
Robust Anomaly Detection Under Normality Distribution Shift in Dynamic Graphs Xiaoyang Xu Xiaofeng Lin Koh Takeuchi Kyohei Atarashi H. Kashima 120 0 0 22 Sep 2025
Self-Supervised Discovery of Neural Circuits in Spatially Patterned Neural Responses with Graph Neural Networks Kijung Yoon GNN 112 0 0 21 Sep 2025
Self-Supervised Learning of Graph Representations for Network Intrusion Detection Lorenzo Guerra Thomas Chapuis Guillaume Duc Pavlo Mozharovskyi Van-Tam Nguyen SSL 187 0 0 20 Sep 2025
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents Isaiah J. King Benjamin Bowman H. H. Huang GNN 127 0 0 19 Sep 2025
TF-DWGNet: A Directed Weighted Graph Neural Network with Tensor Fusion for Multi-Omics Cancer Subtype Classification Tiantian Yang Zhiqian Chen MedIm 53 0 0 19 Sep 2025
LC-SLab -- An Object-based Deep Learning Framework for Large-scale Land Cover Classification from Satellite Imagery and Sparse In-situ Labels Johannes Leonhardt Juergen Gall R. Roscher 100 0 0 19 Sep 2025
Polynomial Contrastive Learning for Privacy-Preserving Representation Learning on Graphs Daksh Pandey SSL 68 0 0 19 Sep 2025
Physics-Informed GCN-LSTM Framework for Long-Term Forecasting of 2D and 3D Microstructure Evolution Hamidreza Razavi Nele Moelans AI4TS AI4CE 84 0 0 18 Sep 2025
Towards Pre-trained Graph Condensation via Optimal Transport Yeyu Yan Shuai Zheng Wenjun Hui Xiangkai Zhu Dong Chen Zhenfeng Zhu Yao Zhao Kunlun He OT 224 1 0 18 Sep 2025
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics Dong Liu Yanxuan Yu VLM 80 2 0 17 Sep 2025