Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

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Title
Oversmoothing, "Oversquashing", Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning Adrian Arnaiz-Rodriguez Federico Errica AI4CE 22 0 0 21 May 2025
Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing Longlong Li Cunquan Qu Guanghui Wang 11 0 0 21 May 2025
Convolutional Long Short-Term Memory Neural Networks Based Numerical Simulation of Flow Field Chang Liu AI4CE 22 0 0 21 May 2025
GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning Yingbo Luo Meibao Yao Xueming Xiao 17 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 14 0 0 21 May 2025
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling Badhan Mazumder Ayush Kanyal Lei Wu Vince D. Calhoun Dong Hye Ye 17 2 0 21 May 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps Jiawei Gu Ziyue Qiao Zechao Li 14 0 0 21 May 2025
Unified Cross-Modal Attention-Mixer Based Structural-Functional Connectomics Fusion for Neuropsychiatric Disorder Diagnosis Badhan Mazumder Lei Wu Vince D. Calhoun Dong Hye Ye 14 0 0 21 May 2025
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer Tian Sun Yuqi Chen Baihua Zheng Weiwei Sun 9 0 0 20 May 2025
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening Guoming Li Jian Yang Yifan Chen 14 0 0 20 May 2025
Solving Normalized Cut Problem with Constrained Action Space Qize Jiang Linsey Pang Alice Gatti Mahima Aggarwa Giovanna Vantin Xiaosong Ma Weiwei Sun Sanjay Chawla AI4CE 14 0 0 20 May 2025
Unlearning Algorithmic Biases over Graphs O. Deniz Kose Gonzalo Mateos Yanning Shen MU FaML 30 0 0 20 May 2025
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey Seunghyuk Cho Zhenyue Qin Yang Liu Youngbin Choi Seungbeom Lee Dongwoo Kim LRM 19 0 0 20 May 2025
Nonparametric Teaching for Graph Property Learners Chen Zhang Weixin Bu Zhaochun Ren Zhengwu Liu Yik-Chung Wu Ngai Wong 17 0 0 20 May 2025
Leveraging Multivariate Long-Term History Representation for Time Series Forecasting Huiliang Zhang Di Wu Arnaud Zinflou Stephane Dellacherie Mouhamadou Makhtar Dione Benoit Boulet AI4TS 17 0 0 20 May 2025
Exploring Graph Representations of Logical Forms for Language Modeling Michael Sullivan AI4CE 12 0 0 20 May 2025
When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty Yanzhe Wen Xunkai Li Qi Zhang Zhu Lei Guang Zeng Rong-Hua Li Guoren Wang 22 0 0 20 May 2025
Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium Xinxin Fan Wenxiong Chen Mengfan Li Wenqi Wei Ling Liu AAML 12 0 0 20 May 2025
Event-Driven Dynamic Scene Depth Completion Zhiqiang Yan Jianhao Jiao Zhengxue Wang Gim Hee Lee 3DV 17 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 19 0 0 19 May 2025
SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs Le Cheng Peican Zhu Yangming Guo Chao Gao Zhen Wang Keke Tang Mamba 28 0 0 19 May 2025
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings Adrien Lagesse Marc Lelarge 22 0 0 19 May 2025
Learning (Approximately) Equivariant Networks via Constrained Optimization Andrei Manolache Luiz F.O. Chamon Mathias Niepert 12 0 0 19 May 2025
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach Hao Fang Kai Huang Hao Ye Chongtao Guo Le Liang Xiao Li Shi Jin 17 0 0 19 May 2025
Multi-Level Monte Carlo Training of Neural Operators James Rowbottom Stefania Fresca Pietro Lio Carola-Bibiane Schönlieb Nicolas Boullé AI4CE 12 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 17 0 0 19 May 2025
Adaptive Graph Unlearning Pengfei Ding Yan Wang Guanfeng Liu Jiajie Zhu MU 28 0 0 19 May 2025
HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion Le Cheng Peican Zhu Yangming Guo Keke Tang Chao Gao Zhen Wang 7 0 0 19 May 2025
GraphFLEx: Structure Learning Framework for Large Expanding Graphs Mohit Kataria Nikita Malik Sandeep Kumar Jayadeva GNN 36 0 0 18 May 2025
It Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph Harel Mendelman Haggai Maron Ronen Talmon 17 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 22 0 0 18 May 2025
MMS-VPR: Multimodal Street-Level Visual Place Recognition Dataset and Benchmark Yiwei Ou Xiaobin Ren Ronggui Sun Guansong Gao Ziyi Jiang Kaiqi Zhao Manfredo Manfredini 6 0 0 18 May 2025
Generative and Contrastive Graph Representation Learning Jiali Chen Avijit Mukherjee SSL 12 0 0 17 May 2025
MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph Chang Liu Huan Yan Hongjie Sui Haomin Wen Yuan Yuan Yuyang Han Hongsen Liao Xuetao Ding Jinghua Hao Yong Li 12 1 0 17 May 2025
Relation-Aware Graph Foundation Model Jianxiang Yu Jiapeng Zhu Hao Qian Ziqi Liu Zhiqiang Zhang Xiang Li 22 0 0 17 May 2025
Covariance Density Neural Networks Om Roy Yashar Moshfeghi Keith Smith BDL 40 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 32 0 0 16 May 2025
Graph and Simplicial Complex Prediction Gaussian Process via the Hodgelet Representations Mathieu Alain So Takao Xiaowen Dong Bastian Rieck Emmanuel Noutahi 21 0 0 16 May 2025
Nearest Neighbor Multivariate Time Series Forecasting Huiliang Zhang Ping Nie Lijun Sun Benoit Boulet AI4TS 20 1 0 16 May 2025
What Can We Learn From MIMO Graph Convolutions? Andreas Roth Thomas Liebig 19 0 0 16 May 2025
Finding Counterfactual Evidences for Node Classification Dazhuo Qiu Jinwen Chen Arijit Khan Yan Zhao Francesco Bonchi CML 33 0 0 16 May 2025
Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning Wenhao Ding Choon Hwai Yap Kangjun Ji Simão Castro 14 0 0 15 May 2025
Learning Repetition-Invariant Representations for Polymer Informatics Yihan Zhu Gang Liu Eric Inae Tengfei Luo Meng Jiang 19 0 0 15 May 2025
Negative Metric Learning for Graphs Yiyang Zhao Chengpei Wu Lilin Zhang Ning Yang 26 0 0 15 May 2025
Schreier-Coset Graph Propagation Aryan Mishra Lizhen Lin 42 0 0 15 May 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation Linjing You Jiabao Lu Xiayuan Huang Xiangli Nie 19 0 0 15 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 21 0 0 14 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 45 0 0 14 May 2025
Efficient Mixed Precision Quantization in Graph Neural Networks Samir Moustafa Nils M. Kriege Wilfried Gansterer GNN MQ 40 0 0 14 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 Jia Wu Wentao Zhang 39 0 0 13 May 2025