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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
KALA: Knowledge-Augmented Language Model Adaptation Minki Kang Jinheon Baek Sung Ju Hwang VLM KELM 100 36 0 22 Apr 2022
DropMessage: Unifying Random Dropping for Graph Neural Networks Taoran Fang Zhiqing Xiao Chunping Wang Jiarong Xu Xuan Yang Yang Yang 56 53 0 21 Apr 2022
Fairness in Graph Mining: A Survey Yushun Dong Jing Ma Song Wang Chen Chen Jundong Li FaML 214 115 0 21 Apr 2022
GUARD: Graph Universal Adversarial Defense Jintang Li Jie Liao Ruofan Wu Liang Chen Zibin Zheng Jiawang Dan Changhua Meng Weiqiang Wang AAML 81 8 0 20 Apr 2022
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network Tianyu Cui Gaopeng Gou G. Xiong Zhen Li Mingxin Cui Chang Liu GNN 58 11 0 20 Apr 2022
Simplicial Attention Networks Christopher Wei Jin Goh Cristian Bodnar Pietro Lio GNN 112 40 0 20 Apr 2022
Effects of Graph Convolutions in Multi-layer Networks Aseem Baranwal Kimon Fountoulakis Aukosh Jagannath 107 26 0 20 Apr 2022
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum Chengxiang Jin Jie Jin Jiajun Zhou Jiajing Wu Qi Xuan 59 28 0 19 Apr 2022
Label Efficient Regularization and Propagation for Graph Node Classification Tian Xie Rajgopal Kannan C.-C. Jay Kuo 73 2 0 19 Apr 2022
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Enyan Dai Tianxiang Zhao Huaisheng Zhu Jun Xu Zhimeng Guo Hui Liu Jiliang Tang Suhang Wang 112 144 0 18 Apr 2022
Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction Likang Wu Hao Wang Enhong Chen Zhi Li Hongke Zhao Jianhui Ma 103 7 0 18 Apr 2022
TigerLily: Finding drug interactions in silico with the Graph Benedek Rozemberczki GNN 57 0 0 18 Apr 2022
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang Min Zhou Jiahong Liu Defu Lian Irwin King 85 91 0 18 Apr 2022
Characterizing and Understanding Distributed GNN Training on GPUs Haiyang Lin Yurui Lai Xiaocheng Yang Mo Zou Wenming Li Xiaochun Ye Xiaochun Ye GNN 58 13 0 18 Apr 2022
Theory of Graph Neural Networks: Representation and Learning Stefanie Jegelka GNN AI4CE 93 70 0 16 Apr 2022
Neural Structured Prediction for Inductive Node Classification Meng Qu Huiyu Cai Jian Tang BDL GNN 64 18 0 15 Apr 2022
Finding MNEMON: Reviving Memories of Node Embeddings Yun Shen Yufei Han Zhikun Zhang Min Chen Tingyue Yu Michael Backes Yang Zhang Gianluca Stringhini 63 14 0 14 Apr 2022
Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission Siyi Tang Amara Tariq Jared A. Dunnmon Umesh M Sharma Praneetha Elugunti D. Rubin Bhavik Patel Imon Banerjee 65 21 0 14 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 120 51 0 13 Apr 2022
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations Nikolaos Nakis Abdulkadir Çelikkanat Sune Lehmann Morten Mørup 91 7 0 12 Apr 2022
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning Zhen Wang Weirui Kuang Yuexiang Xie Liuyi Yao Yaliang Li Bolin Ding Jingren Zhou FedML 129 83 0 12 Apr 2022
Continuous-Time User Preference Modelling for Temporal Sets Prediction Le Yu Zihang Liu Leilei Sun Bowen Du T. Zhu Weifeng Lv 52 6 0 12 Apr 2022
Graph Ordering Attention Networks Michail Chatzianastasis J. Lutzeyer George Dasoulas Michalis Vazirgiannis GNN 71 20 0 11 Apr 2022
Multi-view graph structure learning using subspace merging on Grassmann manifold Razieh Ghiasi Hossein Amirkhani A. Bosaghzadeh 36 2 0 11 Apr 2022
Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs Zheng-Wang Liu Wei Zhang Yan Chen Weiyi Sun Tianchuan Du Benjamin Schroeder 81 3 0 11 Apr 2022
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity Yuexiang Xie Zhen Wang Dawei Gao Daoyuan Chen Liuyi Yao Weirui Kuang Yaliang Li Bolin Ding Jingren Zhou FedML 141 90 0 11 Apr 2022
How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision Dongkwan Kim Alice Oh SSL GNN 144 262 0 11 Apr 2022
Augmentation-Free Graph Contrastive Learning with Performance Guarantee Haonan Wang Jieyu Zhang Qi Zhu Wei Huang 92 31 0 11 Apr 2022
IA-GCN: Interactive Graph Convolutional Network for Recommendation Yinan Zhang Pei Wang Congcong Liu Xiwei Zhao Hao Qi Jie He Junsheng Jin Changping Peng Zhangang Lin Jingping Shao GNN 66 6 0 08 Apr 2022
Explicit Feature Interaction-aware Graph Neural Networks Minkyu Kim Hyunseung Choi Jinho Kim GNN 82 8 0 07 Apr 2022
"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden 70 6 0 06 Apr 2022
Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUs Shaoxian Xu Zhiyuan Shao Ci-Syuan Yang Xiaofei Liao Hai Jin GNN 62 1 0 06 Apr 2022
Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020 Zhen Xu Lanning Wei Huan Zhao Rex Ying Quanming Yao Wei-Wei Tu Isabelle M Guyon AI4CE 80 0 0 06 Apr 2022
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering Jun Hu Bryan Hooi Shengsheng Qian Quan Fang Changsheng Xu 57 29 0 05 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Yongqian Li Weizhi Ma C. L. Philip Chen Hao Fei Yiqun Liu Shaoping Ma Yue Yang 92 11 0 05 Apr 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 117 125 0 04 Apr 2022
On scientific understanding with artificial intelligence Mario Krenn R. Pollice S. Guo Matteo Aldeghi Alba Cervera-Lierta ... Florian Hase A. Jinich AkshatKumar Nigam Zhenpeng Yao Alán Aspuru-Guzik 88 197 0 04 Apr 2022
Graph Enhanced BERT for Query Understanding Juanhui Li Yao Ma Weizhen Zeng Suqi Cheng Jiliang Tang Shuaiqiang Wang D. Yin 49 9 0 03 Apr 2022
A Survey on Machine Learning Solutions for Graph Pattern Extraction Kai Siong Yow Ningyi Liao Siqiang Luo Reynold Cheng Chenhao Ma Xiaolin Han 112 3 0 03 Apr 2022
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications Kamilia Mullakaeva Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab Michael M. Bronstein 83 8 0 01 Apr 2022
An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers Jie Song M. Liang Zhe Xue Junping Du Feifei Kou 50 0 0 31 Mar 2022
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective Tim Postuvan Jiaxuan You Mohammadreza Banaei R. Lebret J. Leskovec 21 0 0 30 Mar 2022
Neighbor Enhanced Graph Convolutional Networks for Node Classification and Recommendation Hao Chen Zhong Huang Yue Xu Zengde Deng Feiran Huang Peng He Zhoujun Li GNN 61 52 0 30 Mar 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification Zhen Tan Kaize Ding Ruocheng Guo Huan Liu OffRL 106 11 0 29 Mar 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 95 107 0 29 Mar 2022
Graph similarity learning for change-point detection in dynamic networks Déborah Sulem Henry Kenlay Ning Zhang Xiaowen Dong 115 17 0 29 Mar 2022
OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks Wanyu Lin Hao Lan Hao Wang Baochun Li BDL CML 93 52 0 29 Mar 2022
Long-term Visual Map Sparsification with Heterogeneous GNN Ming-Fang Chang Yipu Zhao R. Shah Jakob J. Engel Michael Kaess Simon Lucey 72 2 0 29 Mar 2022
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series J. Clarkson Mihai Cucuringu Andrew Elliott Gesine Reinert AI4TS 23 2 0 28 Mar 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision Sijie Cheng Zhouhong Gu Bang Liu Rui Xie Wei Wu Yanghua Xiao 76 11 0 28 Mar 2022