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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,528 papers shown

Title
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks Heng Wang Wenqian Zhang Yuyang Bai Zhaoxuan Tan Shangbin Feng Qinghua Zheng Minnan Luo 80 4 0 22 Apr 2023
Detecting Political Opinions in Tweets through Bipartite Graph Analysis: A Skip Aggregation Graph Convolution Approach X. Peng Zhenkun Zhou Chong Zhang Ke Xu 68 1 0 22 Apr 2023
Schooling to Exploit Foolish Contracts Tamer Abdelaziz Aquinas Hobor 85 1 0 21 Apr 2023
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 172 8 0 21 Apr 2023
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs Costas Mavromatis V. Ioannidis Shen Wang Da Zheng Soji Adeshina Jun Ma Han Zhao Christos Faloutsos George Karypis 79 31 0 20 Apr 2023
Multi-label Node Classification On Graph-Structured Data Tianqi Zhao Ngan Thi Dong Alan Hanjalic Megha Khosla AI4CE 68 6 0 20 Apr 2023
Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One Hongyuan Zhang Yanan Zhu Xuelong Li 81 13 0 20 Apr 2023
AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs Shengrui Li Xueting Han Jing Bai AI4CE 45 12 0 19 Apr 2023
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees Sina Sajadmanesh D. Gática-Pérez 100 18 0 18 Apr 2023
NPS: A Framework for Accurate Program Sampling Using Graph Neural Network Yuanwei Fang Zihao Liu YanHeng Lu Jiawei Liu Jiajie Li Yingqi Jin Jing Chen Yen-kuang Chen Hongzhong Zheng Yuan Xie MLAU 46 3 0 18 Apr 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 74 18 0 18 Apr 2023
TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Networks Baixiang Huang Bryan Hooi Kai Shu 60 6 0 17 Apr 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 84 10 0 17 Apr 2023
Stochastic Subgraph Neighborhood Pooling for Subgraph Classification Shweta Ann Jacob Paul Louis Amirali Salehi-Abari GNN 68 4 0 17 Apr 2023
Exploring 360-Degree View of Customers for Lookalike Modeling Md. Mostafizur Rahman Daisuke Kikuta Satyen Abrol Yuya Hirate Toyotaro Suzumura Pablo S. Loyola Takuma Ebisu Manoj Kondapaka 72 5 0 17 Apr 2023
A Survey on Few-Shot Class-Incremental Learning Song Tian Lusi Li Weijun Li Hang Ran Xin Ning Prayag Tiwari CLL 104 111 0 17 Apr 2023
Transformer-based Graph Neural Networks for Outfit Generation Federico Becattini Federico Maria Teotini A. Bimbo 63 7 0 17 Apr 2023
Learning To Rank Resources with GNN Ulugbek Ergashev Eduard Constantin Dragut W. Meng GNN 60 6 0 17 Apr 2023
An innovative Deep Learning Based Approach for Accurate Agricultural Crop Price Prediction Mayank Ratan Bhardwaj J. Pawar Abhijnya Bhat Deepanshu Inavamsi Enaganti K. Sagar Y. N. D. O. C. Science 32 7 0 15 Apr 2023
Multi-View Graph Representation Learning Beyond Homophily Bei Lin You Li Ning Gui Zhuopeng Xu Zhiwu Yu SSL 95 8 0 15 Apr 2023
Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation Tongya Zheng Xinchao Wang Zunlei Feng Mingli Song Yunzhi Hao Mingli Song Xingen Wang Xinyu Wang Chun-Yen Chen AI4TS 71 11 0 15 Apr 2023
SEA: A Scalable Entity Alignment System Junyang Wu Tianyi Li Lu Chen Yunjun Gao Ziheng Wei 61 10 0 14 Apr 2023
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing Zhaoliang Chen Zhihao Wu Zhe-Hui Lin Shiping Wang Claudia Plant Wenzhong Guo 64 23 0 14 Apr 2023
HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction Qijie Bai Chang Nie Haiwei Zhang Dongming Zhao Xiaojie Yuan 75 21 0 14 Apr 2023
Road Network Representation Learning: A Dual Graph based Approach Li Zhang Cheng Long AI4TS GNN 96 13 0 13 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 83 19 0 12 Apr 2023
Differentiable graph-structured models for inverse design of lattice materials Dominik Dold Derek Aranguren van Egmond AI4CE 78 13 0 11 Apr 2023
Graph-based Topology Reasoning for Driving Scenes Tianyu Li Li Chen Huijie Wang Yang Li Zhenbo Liu ... Hang Xu Chunjing Xu Jun Yan Ping Luo Hongyang Li 89 37 0 11 Apr 2023
Decoupling anomaly discrimination and representation learning: self-supervised learning for anomaly detection on attributed graph Yanming Hu Chuan Chen Bowen Deng Yujing Lai Hao Lin Zibin Zheng Jing Bian 90 3 0 11 Apr 2023
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing Wei Lu Nicolas A. Lee Markus J. Buehler AI4CE 60 1 0 11 Apr 2023
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification Huaiyuan Liu Xianzhang Liu Donghua Yang Zhiyu Liang Hongzhi Wang Yong Cui Jun Gu AI4TS 88 31 0 11 Apr 2023
Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification Xingcheng Fu Yuecen Wei Qingyun Sun Haonan Yuan Hongzhi Zhang Hao Peng Jianxin Li AI4CE 81 27 0 11 Apr 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 186 163 0 11 Apr 2023
Neural Multi-network Diffusion towards Social Recommendation Boxin Du Lihui Liu Jiejun Xu Fei Wang Hanghang Tong DiffM GNN 26 3 0 11 Apr 2023
Partitioner Selection with EASE to Optimize Distributed Graph Processing Nikolai Merkel R. Mayer Tawkir Ahmed Fakir Hans-Arno Jacobsen 68 5 0 11 Apr 2023
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner Zhenyu Hou Yufei He Yukuo Cen Xiao Liu Yuxiao Dong Evgeny Kharlamov Jie Tang SSL 68 118 0 10 Apr 2023
CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised Representation Learning on Graphs A. Arvindh Aakash Aanegola Amul Agrawal Ramasuri Narayanam Ponnurangam Kumaraguru 63 1 0 10 Apr 2023
Adversarially Robust Neural Architecture Search for Graph Neural Networks Beini Xie Heng Chang Ziwei Zhang Xin Eric Wang Daixin Wang Qing Cui Rex Ying Wenwu Zhu AAML 72 16 0 09 Apr 2023
Continual Graph Convolutional Network for Text Classification Tiandeng Wu Qijiong Liu Yinhao Cao yao. huang Xiao-Ming Wu Jiandong Ding GNN 74 10 0 09 Apr 2023
Audience Expansion for Multi-show Release Based on an Edge-prompted Heterogeneous Graph Network Kai Song Shaofeng Wang Ziwei Xie Shanyu Wang Jiahong Li Yongqiang Yang 37 0 0 08 Apr 2023
BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection Yalu Wang Zhijie Han Jie Li Xin He 41 1 0 07 Apr 2023
Distributional Signals for Node Classification in Graph Neural Networks Feng Ji See Hian Lee Kai Zhao Wee Peng Tay Jielong Yang 49 2 0 07 Apr 2023
Interpretable statistical representations of neural population dynamics and geometry Adam Gosztolai Robert L. Peach Alexis Arnaudon Mauricio Barahona P. Vandergheynst 80 10 0 06 Apr 2023
Inductive Graph Unlearning Cheng-Long Wang Mengdi Huai Di Wang MU 64 29 0 06 Apr 2023
A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction P. Samoaa Linus Aronsson Antonio Longa Philipp Leitner M. Chehreghani 84 6 0 06 Apr 2023
GIF: A General Graph Unlearning Strategy via Influence Function Jiancan Wu Yi Yang Yuchun Qian Yongduo Sui Xiang Wang Xiangnan He MU 94 60 0 06 Apr 2023
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling Haotao Wang Ziyu Jiang Yuning You Yan Han Gaowen Liu Jayanth Srinivasa Ramana Rao Kompella Zhangyang Wang 102 37 0 06 Apr 2023
High-Throughput Vector Similarity Search in Knowledge Graphs J. Mohoney Anil Pacaci S. R. Chowdhury Ali Mousavi Ihab F. Ilyas U. F. Minhas Jeffrey Pound Theodoros Rekatsinas 70 32 0 04 Apr 2023
A Survey on Vertical Federated Learning: From a Layered Perspective Liu Yang Di Chai Junxue Zhang Yilun Jin Leye Wang Hao Liu Han Tian Qian Xu Kai Chen FedML 91 30 0 04 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 129 47 0 04 Apr 2023