Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 4,465 papers shown

Title
Adaptive AI-based Decentralized Resource Management in the Cloud-Edge Continuum Lanpei Li Jack Bell M. Coppola Vincenzo Lomonaco 41 0 0 28 Jan 2025
ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning Xiang Wu Xunkai Li Rong-Hua Li Kangfei Zhao Guoren Wang AI4TS AI4CE 64 0 0 27 Jan 2025
On Learning Representations for Tabular Data Distillation Inwon Kang Parikshit Ram Yi Zhou Horst Samulowitz Oshani Seneviratne DD 73 0 0 23 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 55 1 0 23 Jan 2025
Integrating Causality with Neurochaos Learning: Proposed Approach and Research Agenda Nanjangud C. Narendra Nithin Nagaraj OOD CML 44 0 0 23 Jan 2025
Learning Graph Node Embeddings by Smooth Pair Sampling Konstantin Kutzkov 46 0 0 22 Jan 2025
CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration Lo Pang-Yun Ting Zhen Tan Hong-Pei Chen Cheng-Te Li Po-Lin Chen Kun-Ta Chuang Huan Liu 37 0 0 22 Jan 2025
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling Emir Ceyani Han Xie Baturalp Buyukates Carl Yang Salman Avestimehr FedML 107 0 0 22 Jan 2025
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks Qishen Zhou Yifan Zhang Michail A. Makridis Anastasios Kouvelas Yibing Wang Simon Hu AI4TS 96 1 0 21 Jan 2025
SCFCRC: Simultaneously Counteract Feature Camouflage and Relation Camouflage for Fraud Detection Xuzhi Zhang Zhuangzhuang Ye GuoPing Zhao Jianing Wang Xiaohong Su 39 0 0 21 Jan 2025
SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids Aoxiang Ma Salah Ghamizi Jun Cao Pedro Rodriguez 31 0 0 21 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 84 8 0 21 Jan 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu Jiaheng Liu 41 0 0 21 Jan 2025
Toward Scalable Graph Unlearning: A Node Influence Maximization based Approach Xunkai Li Bowen Fan Zhengyu Wu Zhiyu Li Rong-Hua Li Guoren Wang MU 45 1 0 21 Jan 2025
Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach Xunkai Li Daohan Su Zhengyu Wu Guang Zeng Hongchao Qin Rong-Hua Li Guoren Wang AI4CE 41 0 0 21 Jan 2025
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Mengran Li Junzhou Chen Chenyun Yu Guanying Jiang Ronghui Zhang Yanming Shen Houbing Song 50 1 0 20 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 53 1 0 20 Jan 2025
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models Jiadong Lou Xu Yuan Rui Zhang Xingliang Yuan Neil Gong N. Tzeng AAML 50 1 0 19 Jan 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 72 20 0 17 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 57 0 0 17 Jan 2025
Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks Tong Liu Hadi Meidani 53 1 0 17 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 61 0 0 17 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 44 0 0 17 Jan 2025
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks Sree Bhattacharyya Shuhua Yang James Z. Wang 43 0 0 13 Jan 2025
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation Han Liu Yinwei Wei Fan Liu Wenjie Wang Liqiang Nie Tat-Seng Chua 61 17 0 13 Jan 2025
TFLAG:Towards Practical APT Detection via Deviation-Aware Learning on Temporal Provenance Graph Wenhan Jiang Tingting Chai Hongri Liu Kai Wang Hongke Zhang 51 0 0 13 Jan 2025
Where to Go Next Day: Multi-scale Spatial-Temporal Decoupled Model for Mid-term Human Mobility Prediction Zongyuan Huang Weipeng Wang Shaoyu Huang Marta C. Gonzalez Yaohui Jin Yanyan Xu AI4TS 50 0 0 11 Jan 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 89 8 0 10 Jan 2025
Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical Report Haipeng Ding Zhewei Wei Yuhang Ye 61 0 0 08 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 40 1 0 08 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks Atmane Ayoub Mansour Bahar Kamel Soaid Ferrahi Mohamed-Lamine Messai H. Seba Karima Amrouche 44 0 0 08 Jan 2025
Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model Haozhen Zhang Haodong Yue Xi Xiao Le Yu Qing Li Z. Ling Ye Zhang 36 0 0 08 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 67 2 0 08 Jan 2025
Multimodal Multihop Source Retrieval for Web Question Answering Navya Yarrabelly Saloni Mittal 41 0 0 07 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun Haoze Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 55 0 0 07 Jan 2025
Graph-Based Multimodal and Multi-view Alignment for Keystep Recognition Julia Lee Romero Kyle Min Subarna Tripathi Morteza Karimzadeh 54 0 0 07 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 75 2 0 07 Jan 2025
Optimizing Supply Chain Networks with the Power of Graph Neural Networks Chi-Sheng Chen Ying-Jung Chen AI4TS 50 3 0 07 Jan 2025
OpenGU: A Comprehensive Benchmark for Graph Unlearning Bowen Fan Yuming Ai Xunkai Li Zhilin Guo Rong-Hua Li Guoren Wang MU 58 1 0 06 Jan 2025
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation Jinkun Han Wei Li Xhipeng Cai Yongqian Li 36 4 0 05 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion Model Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chenyu Huang 46 0 0 04 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 97 2 0 03 Jan 2025
Transforming CCTV cameras into NO $_2$ sensors at city scale for adaptive policymaking Mohamed Ramzy Ibrahim Terry Lyons 60 0 0 03 Jan 2025
Efficient support ticket resolution using Knowledge Graphs Sherwin Varghese James Tian 39 0 0 03 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 198 0 0 03 Jan 2025
Graph Triple Attention Network: A Decoupled Perspective Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 77 2 0 03 Jan 2025
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes Hwa Hui Tew Gaoxuan Li Fan Ding Xuewen Luo Junn Yong Loo C. Ting Z. Y. Ding Chee Pin Tan 49 0 0 02 Jan 2025
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 74 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 65 4 0 31 Dec 2024
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours Yuxin Yang Hongkuan Zhou Rajgopal Kannan Viktor Prasanna 48 0 0 31 Dec 2024