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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
Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces Yue Jiang Changkong Zhou Vikas Garg Antti Oulasvirta 69 8 0 21 Apr 2024
Authentic Emotion Mapping: Benchmarking Facial Expressions in Real News Qixuan Zhang Zhifeng Wang Yang Liu Zhenyue Qin Kaihao Zhang Sabrina Caldwell Tom Gedeon CVBM 71 1 0 21 Apr 2024
Leveraging Visibility Graphs for Enhanced Arrhythmia Classification with Graph Convolutional Networks Rafael F. Oliveira Gladston J. P. Moreira Vander L. S. Freitas Eduardo José da S. Luz 39 1 0 19 Apr 2024
Graph Convolutional Network For Semi-supervised Node Classification With Subgraph Sketching Zibin Huang Jun Xian GNN 91 0 0 19 Apr 2024
A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only Jiazhu Dai Haoyu Sun AAML 81 2 0 19 Apr 2024
Improving Chinese Character Representation with Formation Tree Yang Hong Yinfei Li Xiaojun Qiao Rui Li Junsong Zhang VLM 85 1 0 19 Apr 2024
Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data Zhenzhong Wang Qingyuan Zeng Wanyu Lin Min Jiang Kay Chen Tan SSL 69 3 0 19 Apr 2024
Proteus: Preserving Model Confidentiality during Graph Optimizations Yubo Gao Maryam Haghifam Christina Giannoula Renbo Tu Gennady Pekhimenko Nandita Vijaykumar AAML 130 1 0 18 Apr 2024
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 124 1 0 18 Apr 2024
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner Haoyuan Jiang Ziyue Li Hua Wei Xuantang Xiong Jingqing Ruan Jiaming Lu Hangyu Mao Rui Zhao 96 10 0 18 Apr 2024
DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting Songtao Huang Hongjin Song Tianqi Jiang A. Telikani Jun Shen Qingguo Zhou Binbin Yong Qiang Wu AI4TS 44 0 0 18 Apr 2024
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems Shuo Liu Junhao Shen Hong Qian Aimin Zhou AI4Ed 80 24 0 17 Apr 2024
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification Htoo Wai Aung Jiao Jiao Li Yang An Steven W. Su 66 2 0 17 Apr 2024
CORE: Data Augmentation for Link Prediction via Information Bottleneck Kaiwen Dong Zhichun Guo Nitesh Chawla 57 0 0 17 Apr 2024
You do not have to train Graph Neural Networks at all on text-attributed graphs Kaiwen Dong Zhichun Guo Nitesh Chawla 109 1 0 17 Apr 2024
Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks Joshua Melton Shannon Reid Gabriel Terejanu Siddharth Krishnan 44 1 0 16 Apr 2024
Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection Abdeljalil Zoubir Badr Missaoui 74 0 0 16 Apr 2024
Solving the Tree Containment Problem Using Graph Neural Networks A. Dushatskiy Esther Julien Leen Stougie L. Iersel 99 0 0 15 Apr 2024
Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs Haimin Zhang Min Xu GNN 91 0 0 15 Apr 2024
RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks Haimin Zhang Min Xu 110 3 0 15 Apr 2024
Enhancing Code Vulnerability Detection via Vulnerability-Preserving Data Augmentation Shangqing Liu Wei Ma Jian-Xun Wang Xiaofei Xie Rui-Lin Feng Yang Liu AAML 66 7 0 15 Apr 2024
Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning Ming Cheng Ziyi Zhou Bowen Zhang Ziyu Wang Jiaqi Gan Ziang Ren Weiqi Feng Yi Lyu Hefan Zhang Xingjian Diao 69 8 0 15 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning Jose M. Rojas Chaves Subarna Tripathi 72 3 0 14 Apr 2024
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise Tai Hasegawa Sukwon Yun Xin Liu Yin Jun Phua Tsuyoshi Murata 43 0 0 14 Apr 2024
PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices Si Ung Noh Junguk Hong Chaemin Lim Seong-Yeol Park Jeehyun Kim Hanjun Kim Youngsok Kim Jinho Lee 85 8 0 13 Apr 2024
Seismic First Break Picking in a Higher Dimension Using Deep Graph Learning Hongtao Wang Lihong Long Jiangshe Zhang Xiaoli Wei Chunxia Zhang Zhenbo Guo 33 1 0 12 Apr 2024
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation Nooshin Yousefzadeh Rahul Sengupta Yashaswi Karnati Anand Rangarajan Sanjay Ranka 68 3 0 11 Apr 2024
Can Contrastive Learning Refine Embeddings Lihui Liu Jinha Kim Vidit Bansal SSL 73 1 0 11 Apr 2024
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA Bingyi Zhang Rajgopal Kannan Carl E. Busart Viktor Prasanna GNN ViT 59 0 0 10 Apr 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 64 2 0 10 Apr 2024
Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery Yunqing Li B. Starly 54 13 0 09 Apr 2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi AI4CE 127 8 0 09 Apr 2024
QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding Yash Mehan Kumaraditya Gupta Rohit Jayanti Anirudh Govil Sourav Garg Madhava Krishna 3DPC 88 2 0 09 Apr 2024
Message Passing Variational Autoregressive Network for Solving Intractable Ising Models Qunlong Ma Zhi Ma Jinlong Xu Hairui Zhang Ming Gao 70 6 0 09 Apr 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs Rui Cai Shichao Pei Xiangliang Zhang 85 4 0 09 Apr 2024
Fair Graph Neural Network with Supervised Contrastive Regularization M. T. Kejani Fadi Dornaika Jean-Michel Loubes 91 0 0 09 Apr 2024
Rapid and Precise Topological Comparison with Merge Tree Neural Networks Yu Qin Brittany Terese Fasy C. Wenk Brian Summa 77 4 0 08 Apr 2024
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 75 1 0 07 Apr 2024
Chiplet Placement Order Exploration Based on Learning to Rank with Graph Representation Zhi-Bing Deng Yuanyuan Duan Leilai Shao Xiaolei Zhu 18 3 0 07 Apr 2024
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing Adarsh Jamadandi Celia Rubio-Madrigal R. Burkholz 117 5 0 06 Apr 2024
Joint Identifiability of Cross-Domain Recommendation via Hierarchical Subspace Disentanglement Jing Du Zesheng Ye Bin Guo Zhiwen Yu Lina Yao 101 1 0 06 Apr 2024
GNNBENCH: Fair and Productive Benchmarking for Single-GPU GNN System Yidong Gong Pradeep Kumar GNN 46 4 0 05 Apr 2024
Model Selection with Model Zoo via Graph Learning Ziyu Li Hilco van der Wilk Danning Zhan Megha Khosla A. Bozzon Rihan Hai 109 2 0 05 Apr 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 87 26 0 05 Apr 2024
Generalization Bounds for Message Passing Networks on Mixture of Graphons Sohir Maskey Gitta Kutyniok Ron Levie 106 6 0 04 Apr 2024
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks Arjun Subramonian Jian Kang Yizhou Sun AI4CE 89 4 0 04 Apr 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 72 0 0 03 Apr 2024
First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models Yifan Qu Oliver A. Krzysik H. Sterck Omer Ege Kara AI4CE 67 0 0 03 Apr 2024
GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU Zhongming Yu Genghan Zhang Hanxian Huang Xin Chen Jishen Zhao GNN 92 0 0 03 Apr 2024
CATGNN: Cost-Efficient and Scalable Distributed Training for Graph Neural Networks Xin Huang Weipeng Zhuo Minh Phu Vuong Shiju Li Jongryool Kim Bradley Rees Chul-Ho Lee GNN 71 0 0 02 Apr 2024