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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,540 papers shown

Title
Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning Yili Wang 54 1 0 10 May 2024
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training Yuxiang Zhang Xin Liu Meng Wu Wei Yan Yurui Lai Xiaochun Ye Xiaochun Ye GNN AAML 71 2 0 10 May 2024
ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI Yuqi Fang Junhao Zhang Linmin Wang Qianqian Wang Mingxia Liu MedIm 87 3 0 10 May 2024
Link Stealing Attacks Against Inductive Graph Neural Networks Yixin Wu Xinlei He Pascal Berrang Mathias Humbert Michael Backes Neil Zhenqiang Gong Yang Zhang 66 3 0 09 May 2024
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training Renjie Liu Yichuan Wang Xiao Yan Zhenkun Cai Minjie Wang Haitian Jiang Bo Tang Jinyang Li GNN 125 3 0 08 May 2024
Conditional Local Feature Encoding for Graph Neural Networks Yongze Wang Haimin Zhang Qiang Wu Min Xu AI4CE GNN 82 1 0 08 May 2024
Exploring Correlations of Self-Supervised Tasks for Graphs Taoran Fang Wei Zhou Yifei Sun Kaiqiao Han Lvbin Ma Yang Yang 88 7 0 07 May 2024
Acceleration Algorithms in GNNs: A Survey Lu Ma Zeang Sheng Miao Hu Xin Gao Zhezheng Hao Ling Yang Wentao Zhang Tengjiao Wang GNN 128 0 0 07 May 2024
Binarized Simplicial Convolutional Neural Networks Yi Yan E. Kuruoglu 110 6 0 07 May 2024
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph Yingxue Gao Huan Zhao Zixing Zhang 100 1 0 07 May 2024
Relating-Up: Advancing Graph Neural Networks through Inter-Graph Relationships Qi Zou Na Yu Daoliang Zhang Wei Zhang Rui Gao AI4CE 88 1 0 07 May 2024
Federated Graph Condensation with Information Bottleneck Principles Bo Yan DD FedML 80 4 0 07 May 2024
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification Xin Zhang Daochen Zha Qiaoyu Tan 112 1 0 06 May 2024
Convolutional Learning on Directed Acyclic Graphs Samuel Rey Hamed Ajorlou Gonzalo Mateos CML AI4CE GNN 67 4 0 05 May 2024
Graph as Point Set Xiyuan Wang Pan Li Muhan Zhang GNN 3DPC PINN 99 4 0 05 May 2024
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory Anwar Said O. Ahmad W. Abbas Mudassir Shabbir X. Koutsoukos 62 4 0 03 May 2024
Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs Elika Bozorgi Saber Soleymani S. Alqaaidi H. Arabnia Krzysztof J. Kochut 61 4 0 03 May 2024
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network Ziang Zhou Jieming Shi Renchi Yang Yuanhang Zou Qing Li GNN 73 10 0 03 May 2024
CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection Jindong Li Qianli Xing Qi Wang Yi Chang ViT 78 8 0 03 May 2024
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors Shenghe Zheng Hongzhi Wang Xianglong Liu 113 3 0 02 May 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges ZhengZhao Feng Rui Wang TianXing Wang Mingli Song Sai Wu Shuibing He AI4CE 119 14 0 01 May 2024
Generating Robust Counterfactual Witnesses for Graph Neural Networks Dazhuo Qiu Mengying Wang Arijit Khan Yinghui Wu 94 3 0 30 Apr 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series Alessio Gravina Daniele Zambon Davide Bacciu Cesare Alippi AI4TS CML 103 5 0 30 Apr 2024
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations Kaiqiao Han Yi Yang Zijie Huang Xuan Kan Yang Yang ... Lifang He Liang Zhan Yizhou Sun Wei Wang Carl Yang 114 3 0 30 Apr 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 76 2 0 30 Apr 2024
Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano I. McBrearty Paul Segall AI4CE 56 0 0 30 Apr 2024
Training-free Graph Neural Networks and the Power of Labels as Features Ryoma Sato 102 4 0 30 Apr 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 128 6 0 30 Apr 2024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin Yizhou Sun George Karypis 94 2 0 28 Apr 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 75 13 0 28 Apr 2024
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs Minjie Wang Quan Gan David Wipf Zhenkun Cai Ning Li ... Chuan Lei Mu-Nan Zhang Weinan Zhang Christos Faloutsos Zheng Zhang 71 4 0 28 Apr 2024
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environment Haicheng Liao Zhenning Li Chengyue Wang Bonan Wang Hanlin Kong Yanchen Guan Guofa Li Zhiyong Cui Chengzhong Xu 78 9 0 26 Apr 2024
Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks Duna Zhan Dongliang Guo Pengsheng Ji Sheng Li 102 1 0 26 Apr 2024
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks Htoo Wai Aung Jiao Jiao Li Yang An Steven W. Su 71 0 0 26 Apr 2024
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang Kai Zhao Qinxu Ding Feng Ji Xuhao Li Wenfei Liang Yang Song Wee Peng Tay 162 10 0 26 Apr 2024
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search Prabhat Agarwal SK MinhazulIslam Nikil Pancha Kurchi Subhra Hazra Jiajing Xu Chuck Rosenberg 89 5 0 25 Apr 2024
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection Yuanchen Bei Sheng Zhou Jinke Shi Yao Ma Haishuai Wang Jiajun Bu 112 1 0 25 Apr 2024
A General Black-box Adversarial Attack on Graph-based Fake News Detectors Peican Zhu Zechen Pan Yang Liu Jiwei Tian Keke Tang Zhen Wang AAML 89 15 0 24 Apr 2024
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models Xu Shen Yili Wang Kaixiong Zhou Shirui Pan Xin Wang 107 9 0 24 Apr 2024
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction Hao Miao Senzhang Wang Meiyue Zhang Diansheng Guo Funing Sun Fan Yang 78 2 0 23 Apr 2024
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks Zhe Zhao Pengkun Wang Xu Wang Haibin Wen Xiaolong Xie Zhengyang Zhou Qingfu Zhang Yang Wang AI4CE CLL 68 0 0 23 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu D. Yin Qing Li AI4CE 134 29 0 23 Apr 2024
Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection Lingzhi Wang Xiangmin Shen Weijian Li Zhenyuan Li R. Sekar Han Liu Yan Chen AAML 75 1 0 23 Apr 2024
Uncertainty Quantification on Graph Learning: A Survey Chao Chen Chenghua Guo Rui Xu Xiangwen Liao Xi Zhang Sihong Xie Hui Xiong Mohit Bansal AI4CE 91 1 0 23 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 126 9 0 23 Apr 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph Xiaochen Kev Gao Feng Yao Kewen Zhao Beilei He Animesh Kumar Vish Krishnan Jingbo Shang 66 0 0 22 Apr 2024
FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning Yinlin Zhu Miao Hu Zhengyu Wu Di Wu Di Wu Ronghua Li FedML 123 9 0 22 Apr 2024
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling Zehao Dong Muhan Zhang Yixin Chen 83 0 0 21 Apr 2024
CKGConv: General Graph Convolution with Continuous Kernels Liheng Ma Soumyasundar Pal Yitian Zhang Jiaming Zhou Yingxue Zhang Mark Coates 107 5 0 21 Apr 2024
Test-Time Training on Graphs with Large Language Models (LLMs) Jiaxin Zhang Yiqi Wang Xihong Yang Siwei Wang Yu Feng Yu Shi Ruicaho Ren En Zhu Xinwang Liu 93 3 0 21 Apr 2024