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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,534 papers shown

Title
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling Shuqi He Jun Zhuang Ding Wang Jun Song AAML 65 0 0 13 Aug 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 89 1 0 12 Aug 2024
What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? Rafał Karczewski Samuel Kaski Markus Heinonen Vikas Garg 137 0 0 12 Aug 2024
Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering Yunhui Liu Tieke He Qing Wu Tao Zheng Jianhua Zhao GNN 94 0 0 11 Aug 2024
On zero-shot learning in neural state estimation of power distribution systems Aleksandr Berezin Stephan Balduin Thomas Oberließen Sebastian Peter Eric M. S. P. Veith 77 0 0 11 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 85 2 0 10 Aug 2024
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation Wenbo Shang Xuliang Zhu Xin Huang 102 5 0 10 Aug 2024
MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion Pengjie Liu 28 0 0 09 Aug 2024
Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning Wenbin Hu Huihao Jing Qi Hu Haoran Li Yangqiu Song SSL AI4CE 91 0 0 09 Aug 2024
Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring Kenneth Langedal Fredrik Manne GNN 50 0 0 09 Aug 2024
MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure Peng Yuan Peng Tang 72 1 0 09 Aug 2024
Performance Prediction of Hub-Based Swarms Puneet Jain Chaitanya Dwivedi Vigynesh Bhatt Nick Smith Michael A. Goodrich GNN 59 2 0 09 Aug 2024
Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion Xiaoyang Ji Yuchen Zhou Haofu Yang Shiyue Xu Jiahao Li SSL 137 0 0 08 Aug 2024
wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech Khai-Nguyen Nguyen Quy-Anh Dang Tan-Hanh Pham Truong-Son Hy 90 0 0 08 Aug 2024
MMREC: LLM Based Multi-Modal Recommender System Jiahao Tian Jinman Zhao Zhenkai Wang Zhicheng Ding 121 14 0 08 Aug 2024
Deep Generative Models for Subgraph Prediction Erfaneh Mahmoudzadeh Parmis Naddaf Kiarash Zahirnia Oliver Schulte BDL GNN 82 0 0 07 Aug 2024
Knowledge Probing for Graph Representation Learning Mingyu Zhao Xingyu Huang Ziyu Lyu Yanlin Wang Lixin Cui Lu Bai 52 0 0 07 Aug 2024
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering Yunhui Liu Xinyi Gao Tieke He Tao Zheng Jianhua Zhao Hongzhi Yin 117 7 0 07 Aug 2024
Malicious Internet Entity Detection Using Local Graph Inference Šimon Mandlík Tomás Pevný Václav Smídl L. Bajer 90 1 0 06 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 113 1 0 03 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 91 1 0 02 Aug 2024
You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning Tianmeng Yang Jiahao Meng Min Zhou Yaming Yang Yujing Wang Xiangtai Li Yunhai Tong NoLa 79 1 0 01 Aug 2024
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision Chenxiang Jin Jiajun Zhou Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang 89 0 0 01 Aug 2024
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection Fei Xiao Shaofeng Cai Wei Zhang H. V. Jagadish Beng Chin Ooi Meihui Zhang 68 0 0 01 Aug 2024
Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck Yuntao Shou Haozhi Lan Xiangyong Cao 109 12 0 01 Aug 2024
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network Bin Cheng Jiaxuan Lu 89 1 0 01 Aug 2024
CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction Shuai Zhang Zite Jiang Haihang You GNN 83 1 0 01 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 117 0 0 31 Jul 2024
Non-convolutional Graph Neural Networks Yuanqing Wang N. Scherer-Negenborn GNN 98 5 0 31 Jul 2024
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection Junwei He Qianqian Xu Yangbangyan Jiang Zitai Wang Yuchen Sun Qingming Huang OODD 103 1 0 31 Jul 2024
UMMAN: Unsupervised Multi-graph Merge Adversarial Network for Disease Prediction Based on Intestinal Flora Dingkun Liu Hongjie Zhou Yilu Qu Huimei Zhang Yongdong Xu AI4CE 105 0 0 31 Jul 2024
A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs and Machine Learning Shivika Prasanna Ajay Kumar Deepthi Rao Eduardo Simoes Praveen Rao 48 0 0 30 Jul 2024
Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies M. Xu Huifeng Yin Yujie Wu Guoqi Li Faqiang Liu Jing Pei Shuai Zhong Lei Deng 70 0 0 30 Jul 2024
Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement Yakun Wang Daixin Wang Hongrui Liu Bin Hu Yingcui Yan Qiyang Zhang Qing Cui 107 6 0 30 Jul 2024
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning JongWoo Kim SeongYeub Chu HyeongMin Park Bryan Wong MunYong Yi 68 0 0 30 Jul 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 115 2 0 30 Jul 2024
RelBench: A Benchmark for Deep Learning on Relational Databases Joshua Robinson Rishabh Ranjan Weihua Hu Kexin Huang Jiaqi Han ... J. E. Lenssen Yiwen Yuan Zecheng Zhang Xinwei He J. Leskovec 80 17 0 29 Jul 2024
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation Shiyuan Li Yixin Liu Qingfeng Chen Geoffrey I. Webb Shirui Pan SSL 104 5 0 29 Jul 2024
Boosting Graph Foundation Model from Structural Perspective Yao Cheng Yige Zhao Jianxiang Yu Xiang Li 117 5 0 29 Jul 2024
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations Giovanni Catalani Siddhant Agarwal Xavier Bertrand Frédéric Tost Michaël Bauerheim Joseph Morlier AI4CE 104 8 0 29 Jul 2024
FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jinhui Pang Changqing Lin Xiaoshuai Hao Rong Yin Zixuan Wang Zhihui Zhang Jinglin He Huang Tai Sheng 98 4 0 28 Jul 2024
UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 129 2 0 28 Jul 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 122 8 0 28 Jul 2024
Can Modifying Data Address Graph Domain Adaptation? Renhong Huang Jiarong Xu Xin Jiang Ruichuan An Yang Yang OOD 121 6 0 27 Jul 2024
Alleviating Over-Smoothing via Aggregation over Compact Manifolds Dongzhuoran Zhou Hui Yang Bo Xiong Yue Ma Evgeny Kharlamov 115 0 0 27 Jul 2024
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks Jiaxing Miao Liang Hu Qi Zhang LongBing Cao CLL 99 0 0 27 Jul 2024
Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data Hanyang Yuan Jiarong Xu Cong Wang Ziqi Yang Chunping Wang Keting Yin Yang Yang 89 6 0 26 Jul 2024
Scalable Graph Compressed Convolutions Junshu Sun Chen Yang Shuhui Wang Qingming Huang GNN 112 0 0 26 Jul 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Sukwon Yun Jie Peng Alexandro E. Trevino Chanyoung Park Tianlong Chen 75 2 0 25 Jul 2024
Your Graph Recommender is Provably a Single-view Graph Contrastive Learning Wenjie Yang Shengzhong Zhang Jiaxing Guo Zengfeng Huang 37 1 0 25 Jul 2024