Methods › Graphs › Graph Models › GCN › Papers, page 2
Graph Convolutional Network
GCN
Papers archive 2025-07-28
archive papers tagged: 968 · with a code link: 443 · where Syntology ran a sample: 94 (79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (94 of 968 tagged: 79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 2 of 10: papers 101 to 200 of 968, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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2D and 3D Deep Learning Models for MRI-based Parkinson's Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks 24 Jul 2024 · 0 repositories · arXiv:2407.17380
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Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation 23 Jul 2024 · 0 repositories · arXiv:2407.16714
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GaitMA: Pose-guided Multi-modal Feature Fusion for Gait Recognition 20 Jul 2024 · 0 repositories · arXiv:2407.14812
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A Discrete Perspective Towards the Construction of Sparse Probabilistic Boolean Networks 16 Jul 2024 · 1 repository · arXiv:2407.11543
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HyperAggregation: Aggregating over Graph Edges with Hypernetworks 16 Jul 2024 · 1 repository · arXiv:2407.11596
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STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video 14 Jul 2024 · 0 repositories · arXiv:2407.10099
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Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations 6 Jul 2024 · 1 repository · arXiv:2407.05126
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HOIMotion: Forecasting Human Motion During Human-Object Interactions Using Egocentric 3D Object Bounding Boxes 2 Jul 2024 · 0 repositories · arXiv:2407.02633
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The Solution for The PST-KDD-2024 OAG-Challenge 2 Jul 2024 · 0 repositories · arXiv:2407.12827
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Bridging Smoothness and Approximation: Theoretical Insights into Over-Smoothing in Graph Neural Networks 1 Jul 2024 · 0 repositories · arXiv:2407.01281
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peerRTF: Robust MVDR Beamforming Using Graph Convolutional Network 1 Jul 2024 · 0 repositories · arXiv:2407.01779
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EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition 26 Jun 2024 · 1 repository · arXiv:2406.18345Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM) 26 Jun 2024 · 0 repositories · arXiv:2407.01464
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How Powerful is Graph Filtering for Recommendation 13 Jun 2024 · 1 repository · arXiv:2406.08827
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Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs 11 Jun 2024 · 0 repositories · arXiv:2406.07318
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GKAN: Graph Kolmogorov-Arnold Networks 10 Jun 2024 · 0 repositories · arXiv:2406.06470
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Transfer Entropy in Graph Convolutional Neural Networks 8 Jun 2024 · 1 repository · arXiv:2406.06632
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GENIE: Watermarking Graph Neural Networks for Link Prediction 7 Jun 2024 · 0 repositories · arXiv:2406.04805
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Learning Divergence Fields for Shift-Robust Graph Representations 7 Jun 2024 · 1 repository · arXiv:2406.04963Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection 5 Jun 2024 · 0 repositories · arXiv:2406.02976
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Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs 5 Jun 2024 · 0 repositories · arXiv:2406.03097
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Graph Neural Networks Do Not Always Oversmooth 4 Jun 2024 · 1 repository · arXiv:2406.02269
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FourierKAN-GCF: Fourier Kolmogorov-Arnold Network -- An Effective and Efficient Feature Transformation for Graph Collaborative Filtering 3 Jun 2024 · 1 repository · arXiv:2406.01034Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Fully-inductive Node Classification on Arbitrary Graphs 30 May 2024 · 1 repository · arXiv:2405.20445Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 29 May 2024 · 1 repository · arXiv:2405.19383
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Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation 28 May 2024 · 0 repositories · arXiv:2405.17774
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SST-GCN: The Sequential based Spatio-Temporal Graph Convolutional networks for Minute-level and Road-level Traffic Accident Risk Prediction 28 May 2024 · 0 repositories · arXiv:2405.18602
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Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models 16 May 2024 · 0 repositories · arXiv:2405.10025
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Certifying Robustness of Graph Convolutional Networks for Node Perturbation with Polyhedra Abstract Interpretation 14 May 2024 · 0 repositories · arXiv:2405.08645
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PLA-SGCN: Protein-Ligand Binding Affinity Prediction by Integrating Similar Pairs and Semi-supervised Graph Convolutional Network 13 May 2024 · 1 repository · arXiv:2405.07452
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Graph rewiring and preprocessing for graph neural networks based on effective resistance 7 May 2024 · 1 repository
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Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks 7 May 2024 · 0 repositories · arXiv:2405.04396
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MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition 6 May 2024 · 0 repositories · arXiv:2405.03152
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EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion 2 May 2024 · 1 repository · arXiv:2405.00915
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Lying Graph Convolution: Learning to Lie for Node Classification Tasks 2 May 2024 · 1 repository · arXiv:2405.01247
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Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition 30 Apr 2024 · 0 repositories · arXiv:2404.19383
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Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks 27 Apr 2024 · 1 repository · arXiv:2404.17947Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks 26 Apr 2024 · 0 repositories · arXiv:2405.00723
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Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness Perspective 25 Apr 2024 · 1 repository
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3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement 24 Apr 2024 · 2 repositories · arXiv:2404.16136
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Graph Convolutional Network For Semi-supervised Node Classification With Subgraph Sketching 19 Apr 2024 · 0 repositories · arXiv:2404.12724
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Leveraging Visibility Graphs for Enhanced Arrhythmia Classification with Graph Convolutional Networks 19 Apr 2024 · 2 repositories · arXiv:2404.15367
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EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification 17 Apr 2024 · 0 repositories · arXiv:2404.11075
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MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition 16 Apr 2024 · 0 repositories · arXiv:2404.10210
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Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos 11 Apr 2024 · 3 repositories · arXiv:2404.07645
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Advancing Aspect-Based Sentiment Analysis through Deep Learning Models 4 Apr 2024 · 0 repositories · arXiv:2404.03259
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Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition 3 Apr 2024 · 0 repositories · arXiv:2404.02624
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Temporal-Spatial Object Relations Modeling for Vision-and-Language Navigation 23 Mar 2024 · 0 repositories · arXiv:2403.15691
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Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation 22 Mar 2024 · 0 repositories · arXiv:2403.15075
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GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition 22 Mar 2024 · 1 repository · arXiv:2403.15212
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Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks 22 Mar 2024 · 0 repositories · arXiv:2403.15068
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MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media 18 Mar 2024 · 1 repository
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scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation 13 Mar 2024 · 2 repositories · arXiv:2403.08959
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L^2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification 10 Mar 2024 · 1 repository · arXiv:2403.06064
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HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning 9 Mar 2024 · 0 repositories · arXiv:2403.05763
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Self-Attention Empowered Graph Convolutional Network for Structure Learning and Node Embedding 6 Mar 2024 · 1 repository · arXiv:2403.03465
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A Generative Approach for Wikipedia-Scale Visual Entity Recognition 4 Mar 2024 · 2 repositories · arXiv:2403.02041
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Graph Regularized Encoder Training for Extreme Classification 28 Feb 2024 · 0 repositories · arXiv:2402.18434
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PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling 27 Feb 2024 · 1 repository · arXiv:2403.00012
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Deep Contrastive Graph Learning with Clustering-Oriented Guidance 25 Feb 2024 · 0 repositories · arXiv:2402.16012
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Sampling-based Distributed Training with Message Passing Neural Network 23 Feb 2024 · 0 repositories · arXiv:2402.15106
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A Simple and Yet Fairly Effective Defense for Graph Neural Networks 21 Feb 2024 · 1 repository · arXiv:2402.13987Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning 16 Feb 2024 · 0 repositories · arXiv:2402.10409
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Descriptive Kernel Convolution Network with Improved Random Walk Kernel 8 Feb 2024 · 1 repository · arXiv:2402.06087Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition 8 Feb 2024 · 1 repository · arXiv:2402.05457Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling 7 Feb 2024 · 0 repositories · arXiv:2402.05291
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Asymptotic generalization error of a single-layer graph convolutional network 6 Feb 2024 · 0 repositories · arXiv:2402.03818
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PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network 6 Feb 2024 · 1 repository · arXiv:2402.04038
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Sparse Graph Representations for Procedural Instructional Documents 6 Feb 2024 · 0 repositories · arXiv:2402.03957
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Statistical Guarantees for Link Prediction using Graph Neural Networks 5 Feb 2024 · 0 repositories · arXiv:2402.02692
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AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search 2 Feb 2024 · 1 repository · arXiv:2402.01313
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Product Manifold Representations for Learning on Biological Pathways 27 Jan 2024 · 2 repositories · arXiv:2401.15478Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem 26 Jan 2024 · 1 repository · arXiv:2401.14876Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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VN-Net: Vision-Numerical Fusion Graph Convolutional Network for Sparse Spatio-Temporal Meteorological Forecasting 26 Jan 2024 · 0 repositories · arXiv:2404.16037
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Large Language Models are Efficient Learners of Noise-Robust Speech Recognition 19 Jan 2024 · 1 repository · arXiv:2401.10446Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendation 12 Jan 2024 · 1 repository · arXiv:2401.06436
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Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k 9 Jan 2024 · 0 repositories · arXiv:2401.04741
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Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning 2 Jan 2024 · 1 repository · arXiv:2401.01232Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 6 harvested samples)
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Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data 31 Dec 2023 · 0 repositories · arXiv:2401.00521
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A comprehensive framework for occluded human pose estimation 30 Dec 2023 · 1 repository · arXiv:2401.00155
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RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation 27 Dec 2023 · 0 repositories · arXiv:2312.16563
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Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks 27 Dec 2023 · 0 repositories · arXiv:2312.16418
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GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction 19 Dec 2023 · 1 repository · arXiv:2312.11850
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MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation 15 Dec 2023 · 1 repository · arXiv:2312.09511
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A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction 14 Dec 2023 · 0 repositories · arXiv:2312.09050
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ASWT-SGNN: Adaptive Spectral Wavelet Transform-based Self-Supervised Graph Neural Network 10 Dec 2023 · 0 repositories · arXiv:2312.05736
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GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition 7 Dec 2023 · 1 repository · arXiv:2312.04293Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks 4 Dec 2023 · 0 repositories · arXiv:2312.03756
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Knowledge Graph Reasoning Based on Attention GCN 2 Dec 2023 · 0 repositories · arXiv:2312.10049
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Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion Prediction 29 Nov 2023 · 0 repositories · arXiv:2311.17408
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On the Adversarial Robustness of Graph Contrastive Learning Methods 29 Nov 2023 · 0 repositories · arXiv:2311.17853
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Benchmarking Toxic Molecule Classification using Graph Neural Networks and Few Shot Learning 22 Nov 2023 · 0 repositories · arXiv:2311.13490
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Graph Neural Ordinary Differential Equations-based method for Collaborative Filtering 21 Nov 2023 · 0 repositories · arXiv:2311.12329
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CPSOR-GCN: A Vehicle Trajectory Prediction Method Powered by Emotion and Cognitive Theory 14 Nov 2023 · 0 repositories · arXiv:2311.08086
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Mobility-Induced Graph Learning for WiFi Positioning 14 Nov 2023 · 0 repositories · arXiv:2311.08271
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STATGRAPH: Effective In-vehicle Intrusion Detection via Multi-view Statistical Graph Learning 13 Nov 2023 · 1 repository · arXiv:2311.07056
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Analysis of Information Propagation in Ethereum Network Using Combined Graph Attention Network and Reinforcement Learning to Optimize Network Efficiency and Scalability 2 Nov 2023 · 0 repositories · arXiv:2311.01406
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A Causal Disentangled Multi-Granularity Graph Classification Method 25 Oct 2023 · 0 repositories · arXiv:2310.16256
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ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD 23 Oct 2023 · 1 repository
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Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition 22 Oct 2023 · 0 repositories · arXiv:2310.14165