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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
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding Manuel Lecha Andrea Cavallo Francesca Dominici Ran Levi Alessio Del Bue Elvin Isufi Pietro Morerio Claudio Battiloro AI4CE 109 0 0 23 May 2025
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective Di Jin Jingyi Cao Xiaobao Wang Bingdao Feng Dongxiao He Longbiao Wang Jianwu Dang 91 0 0 23 May 2025
Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse Josh Alman Zhao Song 106 2 0 22 May 2025
Model-Free Graph Data Selection under Distribution Shift Ting-Wei Li Ruizhong Qiu Hanghang Tong OOD 61 0 0 22 May 2025
MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning Zihan Chen Song Wang Zhen Tan Jundong Li Cong Shen OffRL 238 1 0 22 May 2025
Scalable Graph Generative Modeling via Substructure Sequences Zehong Wang Zheyuan Zhang Tianyi Ma Chuxu Zhang Yanfang Ye AI4CE 77 0 0 22 May 2025
Graph Attention Network for Optimal User Association in Wireless Networks Javad Mirzaei Jeebak Mitra Gwenael Poitau 14 0 0 22 May 2025
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 435 2 0 22 May 2025
GCAL: Adapting Graph Models to Evolving Domain Shifts Ziyue Qiao Qianyi Cai Hao Dong Jiawei Gu Pengyang Wang Meng Xiao Xiao Luo Hui Xiong CLL 109 1 0 22 May 2025
Joint Relational Database Generation via Graph-Conditional Diffusion Models Mohamed Amine Ketata David Lüdke Leo Schwinn Stephan Günnemann DiffM 51 0 0 22 May 2025
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases Pingqing Zheng Jiayin Qin Fuqi Zhang Shang Wu Yu Cao Caiwen Ding Yang Zhao 65 0 0 21 May 2025
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression Tong Cheng Fu Jie Xinpeng Ling Huifa Li Zhili Chen AAML FedML 67 0 0 21 May 2025
Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing Longlong Li Cunquan Qu Guanghui Wang 74 0 0 21 May 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps Jiawei Gu Ziyue Qiao Zechao Li 129 0 0 21 May 2025
Exploring Graph Representations of Logical Forms for Language Modeling Michael Sullivan AI4CE 51 0 0 20 May 2025
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer Tian Sun Yuqi Chen Baihua Zheng Weiwei Sun 46 0 0 20 May 2025
When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty Yanzhe Wen Miao Hu Qi Zhang Zhu Lei Guang Zeng Rong-Hua Li Guoren Wang 139 0 0 20 May 2025
Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models Zhibiao Wang Yunlong Zhou Ziwei Zhang Mengmei Zhang Shirui Pan Chunming Hu Xiao Wang 73 0 0 19 May 2025
Self-Reinforced Graph Contrastive Learning Chou-Ying Hsieh Chun-Fu Jang Cheng-En Hsieh Qian-Hui Chen Sy-Yen Kuo 50 0 0 19 May 2025
Lightweight Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast Ji Qi Tam Thuc Do Mingxiao Liu Zhuoshi Pan Yuzhe Li Gene Cheung H. Vicky Zhao AI4TS 42 0 0 19 May 2025
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics Zhichen Zeng Ruizhong Qiu Wenxuan Bao Tianxin Wei Xiao Lin Yuchen Yan Tarek Abdelzaher Jiawei Han Hanghang Tong OOD AI4CE 116 2 0 19 May 2025
Adaptive Graph Unlearning Pengfei Ding Yan Wang Guanfeng Liu Jiajie Zhu MU 62 0 0 19 May 2025
Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling Lingzhi Wang Pengcheng Huang Haotian Li Yuliang Wei Guodong Xin Rui Zhang Donglin Zhang Zhenzhou Ji Wei Wang 151 0 0 18 May 2025
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation Zhen Zhao Wenqi Huang Zicheng Wang Jiaxuan Hou Peng Li Lei Bai 70 1 0 18 May 2025
AH-UGC: Adaptive and Heterogeneous-Universal Graph Coarsening Mohit Kataria Shreyash Bhilwade Sandeep Kumar Jayadeva 68 0 0 18 May 2025
GraphFLEx: Structure Learning Framework for Large Expanding Graphs Mohit Kataria Nikita Malik Sandeep Kumar Jayadeva GNN 60 0 0 18 May 2025
Generative and Contrastive Graph Representation Learning Jiali Chen Avijit Mukherjee SSL 61 0 0 17 May 2025
Finding Counterfactual Evidences for Node Classification Dazhuo Qiu Jinwen Chen Arijit Khan Yan Zhao Francesco Bonchi CML 69 0 0 16 May 2025
AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition Haiyu Li Charith Abhayaratne 113 0 0 16 May 2025
Relational Graph Transformer Vijay Prakash Dwivedi Sri Jaladi Yangyi Shen Federico López Charilaos I. Kanatsoulis Rishi Puri Matthias Fey Jure Leskovec 79 1 0 16 May 2025
Schreier-Coset Graph Propagation Aryan Mishra Lizhen Lin 113 0 0 15 May 2025
Negative Metric Learning for Graphs Yiyang Zhao Chengpei Wu Lilin Zhang Ning Yang 68 0 0 15 May 2025
Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing Yezi Liu Prathyush Poduval Wenjun Huang Yang Ni Hanning Chen Mohsen Imani MU 77 0 0 14 May 2025
MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc Networks Cunlai Pu Fangrui Wu Rajput Ramiz Sharafat Guangzhao Dai Xiangbo Shu 49 0 0 14 May 2025
Efficient Mixed Precision Quantization in Graph Neural Networks Samir Moustafa Nils M. Kriege Wilfried Gansterer GNN MQ 75 0 0 14 May 2025
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer Wenkang Han Wang Lin Liya Hu Zhenlong Dai Yiyun Zhou Mengze Li Zemin Liu Chang Yao Jingyuan Chen AI4Ed 87 0 0 14 May 2025
Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations Giovanni Catalani Jean Fesquet Xavier Bertrand Frédéric Tost Michaël Bauerheim Joseph Morlier AI4CE 65 0 0 14 May 2025
Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction Yanbin Wei Xuehao Wang Zhan Zhuang Yang Chen Shuhao Chen Yulong Zhang Yu Zhang James T. Kwok 83 1 0 13 May 2025
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph Yuxiang Wang Xiao Yan Shiyu Jin Quanqing Xu Chuang Hu Yuanyuan Zhu Bo Du Hongzhi Zhang Wentao Zhang 65 0 0 13 May 2025
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update Bizhan Alipour Pijan Serdar Bozdag 75 0 0 13 May 2025
SpecSphere: Dual-Pass Spectral-Spatial Graph Neural Networks with Certified Robustness Yoonhyuk Choi Chong-Kwon Kim 102 0 0 13 May 2025
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs Miguel Lopez-Duran Julian Fierrez Aythami Morales Ruben Tolosana Oscar Delgado-Mohatar Alvaro Ortigosa 60 0 0 12 May 2025
Fused3S: Fast Sparse Attention on Tensor Cores Zitong Li Aparna Chandramowlishwaran GNN 101 0 0 12 May 2025
$Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network$ Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network Jai Bardhan Tanumoy Mandal Subhadip Mitra Cyrin Neeraj Mihir Rawat 48 0 0 12 May 2025
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse Gregoire Fournier Sourav Medya BDL 136 0 0 11 May 2025
Multi-Modal Molecular Representation Learning via Structure Awareness Rong Yin Ruyue Liu Xiaoshuai Hao Xingrui Zhou Yang Liu Can Ma Weiping Wang 116 0 0 09 May 2025
Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training Aditya K. Ranjan Siddharth Singh Cunyang Wei A. Bhatele GNN 113 0 0 07 May 2025
Soft causal learning for generalized molecule property prediction: An environment perspective Limin Li Kuo Yang Wenjie Du Pengkun Wang Zhengyang Zhou Yang Wang OOD AI4CE 88 0 0 07 May 2025
Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense Kirill Lukyanov Mikhail Drobyshevskiy Georgii Sazonov Mikhail Soloviov Ilya Makarov GNN 122 0 0 06 May 2025
STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis Yiran Zhu Wei Yang Yan Su Zesheng Li Chengchang Pan Honggang Qi 44 0 0 06 May 2025