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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,528 papers shown

Title
FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences Qiwei Wang Dandan Lin Wenqing Lin Ziming Wu OffRL 103 0 0 13 Apr 2025
Federated Prototype Graph Learning Zhengyu Wu Miao Hu Yinlin Zhu Rong-Hua Li Guoren Wang Chenghu Zhou FedML 124 0 0 13 Apr 2025
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training Qingbin Liu Xiaoqian Jiang Xuzhao Li Bohan Zhang Jing Zhang 54 0 0 12 Apr 2025
Local Distance-Preserving Node Embeddings and Their Performance on Random Graphs My Le Luana Ruiz Souvik Dhara 71 0 0 11 Apr 2025
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction Jinfeng Zhuang Yinrui Li Runze Su Ke Xu Zhixuan Shao ... Qifei Shen Aayush Mudgal Caleb Lu Qingbin Liu Hongda Shen 133 0 0 10 Apr 2025
BRepFormer: Transformer-Based B-rep Geometric Feature Recognition Yongkang Dai Xiaoshui Huang Yunpeng Bai Hao Guo Hongping Gan Ling Yang Yilei Shi 120 0 0 10 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 71 3 0 10 Apr 2025
FLASH: Flexible Learning of Adaptive Sampling from History in Temporal Graph Neural Networks Or Feldman Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Chaim Baskin Moshe Eliasof AI4TS 49 0 0 09 Apr 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs Songwei Zhao Yuan Jiang Zijing Zhang Yang Yu Hechang Chen 77 0 0 09 Apr 2025
Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction Zongyue Qin Shichang Zhang Mingxuan Ju Tong Zhao Neil Shah Yizhou Sun 54 0 0 08 Apr 2025
Scaling Graph Neural Networks for Particle Track Reconstruction Alok Tripathy A. Lazar X. Ju P. Calafiura Katherine Yelick A. Buluç 81 0 0 07 Apr 2025
Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints Wenzhong Yan Feng Yin Jun Gao Ao Wang Yang Tian Ruizhi Chen 34 0 0 07 Apr 2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Aditya Hemant Shahane Prathosh A.P Sandeep Kumar CLL 69 0 0 07 Apr 2025
Sparsity-Aware Communication for Distributed Graph Neural Network Training Ujjaini Mukhodopadhyay Alok Tripathy Oguz Selvitopi Katherine Yelick A. Buluç 160 1 0 07 Apr 2025
MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions Minwei Zhao S. Šćepanović Stephen Law Daniele Quercia Ivica Obadic 85 0 0 07 Apr 2025
Boosting Relational Deep Learning with Pretrained Tabular Models Veronica Lachi Antonio Longa Beatrice Bevilacqua Bruno Lepri Andrea Passerini Bruno Ribeiro LMTD AI4CE 60 0 0 07 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 109 2 0 05 Apr 2025
NuWa: Deriving Lightweight Task-Specific Vision Transformers for Edge Devices Ziteng Wei Qiang He Bing Li Feifei Chen Yun Yang ViT 48 0 0 04 Apr 2025
Graphs are everywhere -- Psst! In Music Recommendation too Bharani Jayakumar Orkun Özoğlu 61 0 0 03 Apr 2025
Toward General and Robust LLM-enhanced Text-attributed Graph Learning Zihao Zhang Miao Hu Rong-Hua Li Bing Zhou Zhenjun Li Guoren Wang 81 0 0 03 Apr 2025
Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code Roxane Cohen Robin David Florian Yger Fabrice Rossi AAML 65 0 0 02 Apr 2025
MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage Yongjun He R. Waleffe Zhichao Han Johnu George Binhang Yuan ... Yinan Shan Yang Zhao Debojyoti Dutta Theodoros Rekatsinas Ce Zhang AIFin 97 0 0 02 Apr 2025
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics Zhaoxing Li Xiaoming Zhang Haifeng Zhang Chengxiang Liu 98 0 0 02 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Miao Hu Tian Jin Zhihan Zhang Rong-Hua Li Guoren Wang 121 4 0 01 Apr 2025
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts Jongha Lee Taehyung Kwon Heechan Moon Kijung Shin AI4TS 106 0 0 01 Apr 2025
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks Thomas Bailie Yun Sing Koh S. Karthik Mukkavilli V. Vetrova AI4TS 262 0 0 01 Apr 2025
ffstruc2vec: Flat, Flexible and Scalable Learning of Node Representations from Structural Identities Mario Heidrich Jeffrey Heidemann Rüdiger Buchkremer Gonzalo Wandosell Fernández de Bobadilla 85 0 0 01 Apr 2025
Inductive Graph Representation Learning with Quantum Graph Neural Networks Arthur M. Faria Ignacio F. Graña Savvas Varsamopoulos GNN 128 0 0 31 Mar 2025
Lorentzian Graph Isomorphic Network Srinitish Srinivasan Omkumar CU AI4CE 150 0 0 31 Mar 2025
Prediction of 30-day hospital readmission with clinical notes and EHR information Tiago Almeida Plinio Moreno Catarina Barata 76 0 0 29 Mar 2025
AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks Y. Lai Yulin Zhu Yizhou Sun Yongpeng Wu Bin Xiao Gaolei Li Jianhua Li Kai Zhou AAML 123 0 0 29 Mar 2025
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning M. R. Verdelho Alexandre Bernardino Catarina Barata 83 0 0 29 Mar 2025
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation Munib Mesinovic Soheila Molaei Peter Watkinson Tingting Zhu AI4TS 79 0 0 28 Mar 2025
Comparing Methods for Bias Mitigation in Graph Neural Networks Barbara Hoffmann R. Mayer 121 0 0 28 Mar 2025
MFH: A Multi-faceted Heuristic Algorithm Selection Approach for Software Verification Jie Su Liansai Deng Cheng Wen Rong Wang Zejun Ma N. Zhang Cong Tian Zhenhua Duan Shengchao Qin 73 0 0 28 Mar 2025
CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills Fabian Schmidt Karin Hammerfald Henrik Haaland Jahren Vladimir Vlassov 55 0 0 28 Mar 2025
Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection Junhao Wu Yixin Yang Chengxiang Jin Silu Mu Xiaolei Qian Jiajun Zhou Shanqing Yu Qi Xuan 67 1 0 27 Mar 2025
Rethinking Graph Structure Learning in the Era of LLMs Zhihan Zhang Miao Hu Guang Zeng Hongchao Qin Rong-Hua Li Guoren Wang 130 0 0 27 Mar 2025
CombiGCN: An effective GCN model for Recommender System Loc Tan Nguyen Tin T. Tran 101 2 0 27 Mar 2025
Improvement Graph Convolution Collaborative Filtering with Weighted addition input Tin T. Tran V. Snasel GNN 159 3 0 27 Mar 2025
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids Dhruv Suri Mohak Mangal AI4TS 83 0 0 26 Mar 2025
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Gongzhu Yin Hao Zhang Yuchen Yang Yihao Luo LRM 119 1 0 26 Mar 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 181 1 0 25 Mar 2025
Causal invariant geographic network representations with feature and structural distribution shifts Yuhan Wang Silu He Qinyao Luo Hongyuan Yuan Ling Zhao Jiawei Zhu Haifeng Li OOD 118 1 0 25 Mar 2025
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations Jiate Li Meng Pang Yun Dong Binghui Wang AAML 113 0 0 24 Mar 2025
Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks Jiazhu Dai Yubing Lu 78 0 0 24 Mar 2025
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding Tianyu Chen Xingcheng Fu Yisen Gao Haodong Qian Yuecen Wei Kun Yan Haoyi Zhou Junlong Li 430 0 0 24 Mar 2025
Graph neural networks extrapolate out-of-distribution for shortest paths Robert Nerem Samantha Chen Sanjoy Dasgupta Yusu Wang 100 1 0 24 Mar 2025
GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model Yali Fu Jindong Li Qi Wang Qianli Xing Mamba 137 0 0 23 Mar 2025
Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation Hongliang Chi Qiong Wu Zhengyi Zhou Yao Ma TDI AAML 134 0 0 23 Mar 2025