v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,528 papers shown

Title
Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter Ali Rashidi Moghadam Sayedmohammadreza Rastegari M. T. Masouleh Ahmad Kalhor 100 0 0 05 May 2025
Wide & Deep Learning for Node Classification Yancheng Chen Wenguo Yang Zhipeng Jiang GNN 112 0 0 04 May 2025
Deep Representation Learning for Electronic Design Automation Pratik Shrestha Saran Phatharodom Alec Aversa David Blankenship Zhengfeng Wu Ioannis Savidis 134 0 0 04 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 426 0 0 04 May 2025
Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling Hyun Lee Chris Yi Maminur Islam B.D.S. Aritra 76 0 0 02 May 2025
Addressing Noise and Stochasticity in Fraud Detection for Service Networks Wenxin Zhang Ding Xu Xi Xuan Lei Jiang Guangzhen Yao Renda Han Xiangxiang Lang Cuicui Luo 398 0 0 02 May 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks Jie Yang Yuwen Wang Kaixuan Chen Tongya Zheng Yihe Zhou Zhenbang Xiao Ji Cao Mingli Song Shixuan Liu AI4CE 114 1 0 01 May 2025
Graph Spectral Filtering with Chebyshev Interpolation for Recommendation Chanwoo Kim Jinkyu Sung Yebonn Han Joonseok Lee GNN 102 0 0 01 May 2025
ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning Sixuan Wang Jiao Yin Jinli Cao MingJian Tang Hua Wang Yanchun Zhang GNN AI4CE 134 0 0 30 Apr 2025
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS Chengkai Yang Xingping Dong Xiaofen Zong 75 0 0 29 Apr 2025
Understanding GNNs and Homophily in Dynamic Node Classification Michael Ito Danai Koutra Jenna Wiens 121 2 0 29 Apr 2025
Learning Laplacian Positional Encodings for Heterophilous Graphs Michael Ito Jiong Zhu Dexiong Chen Danai Koutra Jenna Wiens 387 2 0 29 Apr 2025
SFi-Former: Sparse Flow Induced Attention for Graph Transformer Zechao Li J. Q. Shi Xinming Zhang Miao Zhang B. Li 123 0 0 29 Apr 2025
JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation J. Q. Shi Chengxun Xie Zhonghao Li Xinming Zhang Miao Zhang MedIm 63 0 0 29 Apr 2025
Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks Junyuan Fang Han Yang Haixian Wen Jiajing Wu Zibin Zheng Chi K. Tse AAML 112 0 0 29 Apr 2025
Heterophily-informed Message Passing Haishan Wang Arno Solin Vikas Garg 128 0 0 28 Apr 2025
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies Shubham Gandhi Dhruv Shah Manasi Patwardhan Lovekesh Vig Gautam M. Shroff LLMAG AI4CE 469 2 0 28 Apr 2025
HetGL2R: Learning to Rank Critical Road Segments via Attributed Heterogeneous Graph Random Walks Ming Xu Jinrong Xiang Zilong Xie Xiangfu Meng 61 0 0 27 Apr 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 59 0 0 27 Apr 2025
Efficient Learning on Large Graphs using a Densifying Regularity Lemma Jonathan Kouchly Ben Finkelshtein M. Bronstein Ron Levie 94 0 0 25 Apr 2025
A Generative Graph Contrastive Learning Model with Global Signal Xiaofan Wei Binyan Zhang 467 0 0 25 Apr 2025
Active Few-Shot Learning for Vertex Classification Starting from an Unlabeled Dataset Felix Burr Marcel Hoffmann A. Scherp SSL 409 0 0 25 Apr 2025
Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Vignesh Balaji Christos Kozyrakis Gal Chechik Haggai Maron GNN 78 1 0 25 Apr 2025
Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations Giovanni Catalani Michaël Bauerheim Frédéric Tost Xavier Bertrand Joseph Morlier AI4CE 89 2 0 24 Apr 2025
Learning Isometric Embeddings of Road Networks using Multidimensional Scaling Juan Carlos Climent Pardo 189 0 0 24 Apr 2025
Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks Mao Wang Tao Wu Xingping Xian Shaojie Qiao Weina Niu Canyixing Cui 134 0 0 23 Apr 2025
MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation Xu Guo Tong Zhang Fuyun Wang Xudong Wang Wei Wei Xin Liu Zhen Cui 84 0 0 23 Apr 2025
Improving Local Air Quality Predictions Using Transfer Learning on Satellite Data and Graph Neural Networks Finn Gueterbock Raúl Santos-Rodríguez Jeffrey N Clark 47 0 0 23 Apr 2025
Heterogeneous networks in drug-target interaction prediction Mohammad Molaee Nasrollah Moghadam Charkari Foad Ghaderi 127 0 0 22 Apr 2025
Benchmarking machine learning models for predicting aerofoil performance Oliver Summerell Gerardo Aragon-Camarasa Stephanie Ordonez Sanchez 60 0 0 22 Apr 2025
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network Wenjing Xiao Chenglong Shi Miaojiang Chen Zhiquan Liu Min Chen Haiwen Song 62 0 0 22 Apr 2025
ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion Xiang Li Haobing Liu Jianpeng Qi Yuan Cao Guoqing Chao Yanwei Yu Junyu Dong Yanwei Yu GNN 110 0 0 22 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 57 0 0 22 Apr 2025
OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning Anirudhan Badrinath Alex Yang Kousik Rajesh Prabhat Agarwal Jaewon Yang Haoyu Chen Jiajing Xu Charles R. Rosenberg AI4TS 171 1 0 22 Apr 2025
Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis Yulong Li Zhixiang Lu Feilong Tang Simin Lai Ming Hu ... Haochen Xue Zhaodong Wu Imran Razzak Qingxia Li Jionglong Su 61 0 0 21 Apr 2025
FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning Zekai Chen Miao Hu Yinlin Zhu Rong-Hua Li Guoren Wang FedML 91 0 0 19 Apr 2025
Deep Learning on Graphs for Mobile Network Topology Generation Felix Nannesson Meli Johan Tell Shirwan Piroti Tahar Zanouda Elias Jarlebring GNN 58 0 0 18 Apr 2025
Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors Jielong Lu Zhihao Wu Zhiling Cai Yueyang Pi Shiping Wang GNN 177 0 0 18 Apr 2025
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL Jinhui Pang Changqing Lin Hao Lin Jinglin He Zhengjun Li Zhihui Zhang Xiaoshuai Hao CLL 55 0 0 18 Apr 2025
Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs Zichao Yue Chenhui Deng Zhiru Zhang AI4CE 77 0 0 17 Apr 2025
Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection Long Zeng Jianxiang Yu Jiapeng Zhu Qingsong Zhong Xiang Li 72 0 0 17 Apr 2025
H $^3$ GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning Rui Xue Tianfu Wu AI4CE 109 0 0 16 Apr 2025
Extended Short- and Long-Range Mesh Learning for Fast and Generalized Garment Simulation Aoran Liu Kun Hu Clinton Mo Cuiping Li Zhiyong Wang 3DH AI4CE 76 0 0 16 Apr 2025
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 83 0 0 16 Apr 2025
Transfer Learning for Temporal Link Prediction Ayan Chatterjee Barbara Ikica B. Ravandi John Palowitch 64 0 0 15 Apr 2025
Trajectory Encoding Temporal Graph Networks Jiafeng Xiong Rizos Sakellariou AI4CE 96 0 0 15 Apr 2025
AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability Gopichand Bandarupalli 42 5 0 14 Apr 2025
Ember: A Compiler for Efficient Embedding Operations on Decoupled Access-Execute Architectures Marco Siracusa Olivia Hsu Victor Soria-Pardos Joshua Randall Arnaud Grasset ... Doug Joseph Randy Allen Fredrik Kjolstad Miquel Moretó Planas Adrià Armejach 89 0 0 14 Apr 2025
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives Zhengyu Wu Boyang Pang Miao Hu Yinlin Zhu Daohan Su Bowen Fan Rong-Hua Li Guoren Wang Chenghu Zhou FedML 77 0 0 14 Apr 2025
FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences Qiwei Wang Dandan Lin Wenqing Lin Ziming Wu OffRL 103 0 0 13 Apr 2025