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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

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Title
End-to-End Graph Flattening Method for Large Language Models Bin Hong Jinze Wu Jiayu Liu L. Ding Jing Sha Kai Zhang Shijin Wang Zhenya Huang 89 1 0 23 Sep 2024
Federated Graph Learning with Adaptive Importance-based Sampling Anran Li Yuanyuan Chen Chao Ren Wenhan Wang Ming Hu Tianlin Li Han Yu Qingyu Chen FedML 63 0 0 23 Sep 2024
MotifDisco: Motif Causal Discovery For Time Series Motifs Josephine Lamp M. Derdzinski Christopher Hannemann Sam Hatfield Joost van der Linden AI4TS CML BDL 149 0 0 23 Sep 2024
TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Node Features Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 77 1 0 22 Sep 2024
Work Smarter Not Harder: Simple Imitation Learning with CS-PIBT Outperforms Large Scale Imitation Learning for MAPF Rishi Veerapaneni Arthur Jakobsson Kevin Ren Samuel Kim Jiaoyang Li Maxim Likhachev 76 1 0 22 Sep 2024
AggregHate: An Efficient Aggregative Approach for the Detection of Hatemongers on Social Platforms Tom Marzea Abraham Israeli Oren Tsur 105 0 0 22 Sep 2024
Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph Lu Wei Yi Huang Guosheng Yin Fode Zhang Manxue Zhang Bin Liu 23 0 0 22 Sep 2024
Boolean Product Graph Neural Networks Ziyan Wang Bin Liu Ling Xiang 117 0 0 21 Sep 2024
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning Naheed Anjum Arafat D. Basu Yulia R. Gel Yuzhou Chen AAML 462 1 0 21 Sep 2024
A generalizable framework for unlocking missing reactions in genome-scale metabolic networks using deep learning Xiaoyi Liu Hongpeng Yang Chengwei Ai Ruihan Dong Yijie Ding Qianqian Yuan Jijun Tang Fei Guo 18 1 0 20 Sep 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 62 1 0 19 Sep 2024
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization Chunying Zhou Xiaoyuan Xie Gong Chen Peng He Bing Li 23 0 0 19 Sep 2024
Edge-Based Graph Component Pooling T. Snelleman B. M. Renting H. H. Hoos J. N. V. Rijn GNN 64 2 0 18 Sep 2024
How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities Charlotte Bunne Yusuf Roohani Yanay Rosen Ankit Gupta Xikun Zhang ... Theofanis Karaletsos Aviv Regev Emma Lundberg J. Leskovec Stephen R. Quake 118 26 0 18 Sep 2024
Unlocking NACE Classification Embeddings with OpenAI for Enhanced Analysis and Processing Andrea Vidali Nicola Jean Giacomo Le Pera 36 1 0 17 Sep 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth Franka Bause Nils M. Kriege Thomas Liebig 83 4 0 17 Sep 2024
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks Edgar Heinert Stephan Tilgner Timo Palm Matthias Rottmann UQCV 107 0 0 17 Sep 2024
High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics Aditya Humnabadkar Arindam Sikdar Benjamin Cave Huaizhong Zhang P. Bakaki Ardhendu Behera 104 0 0 17 Sep 2024
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study Nikolai Merkel Pierre Toussing R. Mayer Hans-Arno Jacobsen GNN 122 3 0 17 Sep 2024
Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification Jiaxing Xu Kai He Mengcheng Lan Qingtian Bian Wei Li Tieying Li Yiping Ke Miao Qiao MedIm 133 4 0 17 Sep 2024
PropEnc: A Property Encoder for Graph Neural Networks Anwar Said W. Abbas X. Koutsoukos 103 0 0 17 Sep 2024
Uncovering the Mechanism of Hepatotoxiciy of PFAS Targeting L-FABP Using GCN and Computational Modeling Lucas Jividen Tibo Duran Xi-Zhi Niu Jun Bai 21 0 0 16 Sep 2024
Deep Graph Anomaly Detection: A Survey and New Perspectives Hezhe Qiao Hanghang Tong Bo An Irwin King Charu Aggarwal Guansong Pang 87 8 0 16 Sep 2024
Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks Yuxin Dong Jianhua Yao Jiajing Wang Yingbin Liang Shuhan Liao Minheng Xiao GNN 55 21 0 15 Sep 2024
Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning Qincheng Lu Jiaqi Zhu Sitao Luan Xiao-Wen Chang 85 3 0 15 Sep 2024
Leiden-Fusion Partitioning Method for Effective Distributed Training of Graph Embeddings Yuhe Bai Camélia Constantin Hubert Naacke GNN 76 4 0 15 Sep 2024
Predicting building types and functions at transnational scale Jonas Fill Michael Eichelbeck Michael Ebner 66 0 0 15 Sep 2024
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 188 0 0 15 Sep 2024
Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics Xingzhi Sun C. Xu Joao F. Rocha Chen Liu Benjamin Hollander-Bodie Laney Goldman Marcello DiStasio Michael Perlmutter Smita Krishnaswamy MedIm 52 2 0 14 Sep 2024
Towards Leveraging Contrastively Pretrained Neural Audio Embeddings for Recommender Tasks Florian Grötschla Luca Strassle Luca A. Lanzendörfer Roger Wattenhofer 79 0 0 13 Sep 2024
Redesigning graph filter-based GNNs to relax the homophily assumption Samuel Rey Madeline Navarro Victor M. Tenorio Santiago Segarra Antonio G. Marques 82 4 0 13 Sep 2024
Promoting Fairness in Link Prediction with Graph Enhancement Yezi Liu Hanning Chen Mohsen Imani 78 3 0 13 Sep 2024
Molecular Graph Representation Learning via Structural Similarity Information Chengyu Yao Hong Huang Hang Gao Fengge Wu Haiming Chen Junsuo Zhao 76 0 0 13 Sep 2024
ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model Zezheng Qin 53 0 0 13 Sep 2024
An Efficient Privacy-aware Split Learning Framework for Satellite Communications Jianfei Sun Cong Wu Shahid Mumtaz Junyi Tao Mingsheng Cao Mei Wang Valerio Frascolla 88 5 0 13 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 65 0 0 13 Sep 2024
Transformers from Diffusion: A Unified Framework for Neural Message Passing Qitian Wu David Wipf Junchi Yan DiffM 152 1 0 13 Sep 2024
Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding Jian Cui Hanna Kim Eugene Jang Dayeon Yim Kicheol Kim Yongjae Lee Jin-Woo Chung Seungwon Shin Xiaojing Liao 94 0 0 12 Sep 2024
Towards a graph-based foundation model for network traffic analysis Louis Van Langendonck Ismael Castell-Uroz Pere Barlet-Ros 74 1 0 12 Sep 2024
Network Anomaly Traffic Detection via Multi-view Feature Fusion Song Hao Wentao Fu Xuanze Chen Chengxiang Jin Jiajun Zhou Shanqing Yu Qi Xuan 70 2 0 12 Sep 2024
Graph Neural Networks for Parkinsons Disease Detection S. A. Sheikh Yacouba Kaloga Md. Sahidullah Ina Kodrasi 87 1 0 12 Sep 2024
D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks Rustam Guliyev Aparajita Haldar Hakan Ferhatosmanoglu GNN 84 1 0 10 Sep 2024
MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization Faezeh Faez Raika Karimi Yingxue Zhang Xing Li Lei Chen Mingxuan Yuan Mahdi Biparva 64 2 0 09 Sep 2024
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting Lirong Wu Haitao Lin Guojiang Zhao Cheng Tan Stan Z. Li 110 0 0 09 Sep 2024
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications Ziming Zhao Tiehua Zhang Zijian Yi Zhishu Shen 84 0 0 09 Sep 2024
Graffin: Stand for Tails in Imbalanced Node Classification Xiaorui Qi Yanlong Wen Xiaojie Yuan 45 0 0 09 Sep 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 210 5 0 09 Sep 2024
Sequential Classification of Misinformation Daniel Toma Wasim Huleihel 67 0 0 07 Sep 2024
Learning to Solve Combinatorial Optimization under Positive Linear Constraints via Non-Autoregressive Neural Networks Runzhong Wang Yang Li Junchi Yan Xiaokang Yang AI4CE 104 0 0 06 Sep 2024
An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX) Zhizhong Wu 45 6 0 05 Sep 2024