Methods › Graphs › Graph Models › GAT › Papers, page 2
Graph Attention Network
GAT
Papers archive 2025-07-28
archive papers tagged: 197 · with a code link: 90 · where Syntology ran a sample: 24 (21 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (24 of 197 tagged: 21 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 197 of 197, 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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MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series 22 Nov 2022 · 0 repositories · arXiv:2211.12141
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Learnable Graph Convolutional Attention Networks 21 Nov 2022 · 1 repository · arXiv:2211.11853
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A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs 11 Nov 2022 · 1 repository · arXiv:2211.06292Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling 11 Nov 2022 · 0 repositories · arXiv:2211.06385
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Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity 18 Oct 2022 · 0 repositories · arXiv:2210.10142
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Efficient Graph based Recommender System with Weighted Averaging of Messages 30 Sep 2022 · 0 repositories · arXiv:2209.15238
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Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction 3 Sep 2022 · 0 repositories · arXiv:2209.01350
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Heterogeneous Graph Tree Networks 1 Sep 2022 · 1 repository · arXiv:2209.00610
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ViGAT: Bottom-up event recognition and explanation in video using factorized graph attention network 20 Jul 2022 · 1 repository · arXiv:2207.09927
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CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics 2 Jul 2022 · 1 repository · arXiv:2207.00588
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ProGNNosis: A Data-driven Model to Predict GNN Computation Time Using Graph Metrics 16 Jun 2022 · 0 repositories · arXiv:2206.08258
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Graph Attention Multi-Layer Perceptron 9 Jun 2022 · 1 repository · arXiv:2206.04355
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Detecting Anomalous Cryptocurrency Transactions: an AML/CFT Application of Machine Learning-based Forensics 7 Jun 2022 · 0 repositories · arXiv:2206.04803
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Mean Field inference of CRFs based on GAT 29 May 2022 · 0 repositories · arXiv:2205.15312
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Robust Reinforcement Learning on Graphs for Logistics optimization 25 May 2022 · 0 repositories · arXiv:2205.12888
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DOTIN: Dropping Task-Irrelevant Nodes for GNNs 28 Apr 2022 · 0 repositories · arXiv:2204.13429
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Improving robustness of language models from a geometry-aware perspective 28 Apr 2022 · 0 repositories · arXiv:2204.13309
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Unified GCNs: Towards Connecting GCNs with CNNs 26 Apr 2022 · 0 repositories · arXiv:2204.12300
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M2N: Mesh Movement Networks for PDE Solvers 24 Apr 2022 · 1 repository · arXiv:2204.11188
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Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with Heterophily 19 Mar 2022 · 1 repository · arXiv:2203.11200
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Hyper-relationship Learning Network for Scene Graph Generation 15 Feb 2022 · 0 repositories · arXiv:2202.07271
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Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations 9 Feb 2022 · 1 repository · arXiv:2202.04235
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Decoupling the Depth and Scope of Graph Neural Networks 19 Jan 2022 · 1 repository · arXiv:2201.07858Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses 10 Jan 2022 · 0 repositories · arXiv:2201.03229
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GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings 3 Jan 2022 · 1 repository · arXiv:2201.00625Syntology 4 ran (of which 3 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks 30 Dec 2021 · 2 repositories · arXiv:2112.14936
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CCasGNN: Collaborative Cascade Prediction Based on Graph Neural Networks 7 Dec 2021 · 1 repository · arXiv:2112.03644
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Distance and Hop-wise Structures Encoding Enhanced Graph Attention Networks 6 Dec 2021 · 0 repositories · arXiv:2112.02868
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Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data 30 Nov 2021 · 1 repository · arXiv:2112.04351
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Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces 27 Nov 2021 · 1 repository · arXiv:2111.13964
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Improving Robustness of Language Models from a Geometry-aware Perspective 16 Nov 2021 · 0 repositories
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CoVA: Context-aware Visual Attention for Webpage Information Extraction 24 Oct 2021 · 1 repository · arXiv:2110.12320Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping 21 Oct 2021 · 1 repository · arXiv:2110.11464
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Geometry Attention Transformer with Position-aware LSTMs for Image Captioning 1 Oct 2021 · 1 repository · arXiv:2110.00335
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DEEP GRAPH TREE NETWORKS 29 Sep 2021 · 0 repositories
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Sampling Before Training: Rethinking the Effect of Edges in the Process of Training Graph Neural Networks 29 Sep 2021 · 0 repositories
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r-GAT: Relational Graph Attention Network for Multi-Relational Graphs 13 Sep 2021 · 0 repositories · arXiv:2109.05922
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Graph Attention Network Based Single-Pixel Compressive Direction of Arrival Estimation 12 Sep 2021 · 0 repositories · arXiv:2109.05466
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Local Augmentation for Graph Neural Networks 8 Sep 2021 · 1 repository · arXiv:2109.03856
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Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic 18 Aug 2021 · 1 repository · arXiv:2108.08307
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Multistream Graph Attention Networks for Wind Speed Forecasting 16 Aug 2021 · 1 repository · arXiv:2108.07063
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Generalizing Adversarial Training to Composite Semantic Perturbations 18 Jun 2021 · 0 repositories
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Psycholinguistic Tripartite Graph Network for Personality Detection 9 Jun 2021 · 0 repositories · arXiv:2106.04963
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Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification 25 May 2021 · 0 repositories · arXiv:2105.11625
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Graph Attention Networks with Positional Embeddings 9 May 2021 · 0 repositories · arXiv:2105.04037
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User Preference-aware Fake News Detection 25 Apr 2021 · 2 repositories · arXiv:2104.12259Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering 13 Apr 2021 · 6 repositories · arXiv:2104.06378Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 17 unverified (of 25 harvested samples) · 5 pointer-only (licence)
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Graph Attention Networks for Anti-Spoofing 8 Apr 2021 · 0 repositories · arXiv:2104.03654
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Do We Need Anisotropic Graph Neural Networks? 3 Apr 2021 · 2 repositories · arXiv:2104.01481
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Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications 1 Apr 2021 · 0 repositories · arXiv:2104.00735
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Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training 18 Mar 2021 · 0 repositories · arXiv:2103.10043
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Session-based Social and Dependency-aware Software Recommendation 10 Mar 2021 · 0 repositories · arXiv:2103.06109
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Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks 8 Mar 2021 · 1 repository · arXiv:2103.04886
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Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework 4 Mar 2021 · 1 repository · arXiv:2103.02885Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Large-Scale Representation Learning on Graphs via Bootstrapping 12 Feb 2021 · 4 repositories · arXiv:2102.06514Syntology community repositories only · 5 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; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 7 pointer-only (licence)
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Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features 14 Jan 2021 · 0 repositories · arXiv:2101.05866
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geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification 13 Jan 2021 · 0 repositories · arXiv:2101.11424
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Memory Augmented Design of Graph Neural Networks 1 Jan 2021 · 0 repositories
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Learning Energy-Based Models With Adversarial Training 11 Dec 2020 · 1 repository · arXiv:2012.06568
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Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network 12 Nov 2020 · 1 repository · arXiv:2011.06175
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Single-Node Attacks for Fooling Graph Neural Networks 6 Nov 2020 · 1 repository · arXiv:2011.03574
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Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks 22 Oct 2020 · 0 repositories · arXiv:2010.12004
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Metapath- and Entity-aware Graph Neural Network for Recommendation 22 Oct 2020 · 1 repository · arXiv:2010.11793
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Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines 8 Oct 2020 · 2 repositories · arXiv:2010.03790Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
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A Unified View on Graph Neural Networks as Graph Signal Denoising 5 Oct 2020 · 1 repository · arXiv:2010.01777Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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A Robust graph attention network with dynamic adjusted Graph 28 Sep 2020 · 1 repository · arXiv:2009.13038
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Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective 20 Sep 2020 · 1 repository
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Multivariate Time-series Anomaly Detection via Graph Attention Network 4 Sep 2020 · 2 repositories · arXiv:2009.02040Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 2 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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BGC: Multi-Agent Group Belief with Graph Clustering 20 Aug 2020 · 0 repositories · arXiv:2008.08808
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Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification 15 Jun 2020 · 0 repositories · arXiv:2006.08796
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Implicit Kernel Attention 11 Jun 2020 · 0 repositories · arXiv:2006.06147
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On the Bottleneck of Graph Neural Networks and its Practical Implications 9 Jun 2020 · 3 repositories · arXiv:2006.05205Syntology 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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Graph Representation Learning Network via Adaptive Sampling 8 Jun 2020 · 1 repository · arXiv:2006.04637
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Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction 7 Jun 2020 · 0 repositories · arXiv:2006.05905
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Graph-based, Self-Supervised Program Repair from Diagnostic Feedback 20 May 2020 · 2 repositories · arXiv:2005.10636Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Neural Stochastic Block Model & Scalable Community-Based Graph Learning 16 May 2020 · 0 repositories · arXiv:2005.07855
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Adaptive Structural Fingerprints for Graph Attention Networks 1 May 2020 · 0 repositories
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GAT: Generative Adversarial Training for Adversarial Example Detection and Classification 1 May 2020 · 0 repositories
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Contextualised Graph Attention for Improved Relation Extraction 22 Apr 2020 · 1 repository · arXiv:2004.10624
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Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks 18 Mar 2020 · 1 repository · arXiv:2003.08414
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Spectral Graph Attention Network with Fast Eigen-approximation 16 Mar 2020 · 0 repositories · arXiv:2003.07450
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Evaluating Logical Generalization in Graph Neural Networks 14 Mar 2020 · 1 repository · arXiv:2003.06560
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Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction 11 Mar 2020 · 1 repository · arXiv:2003.13379
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Bilinear Graph Neural Network with Neighbor Interactions 10 Feb 2020 · 1 repository · arXiv:2002.03575
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Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model 1 Nov 2019 · 1 repository
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Effective Stabilized Self-Training on Few-Labeled Graph Data 7 Oct 2019 · 1 repository · arXiv:1910.02684Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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PairNorm: Tackling Oversmoothing in GNNs 26 Sep 2019 · 1 repository · arXiv:1909.12223
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Heterogeneous-Temporal Graph Convolutional Networks: Make the Community Detection Much Better 23 Sep 2019 · 0 repositories · arXiv:1909.10248
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GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation 12 Sep 2019 · 2 repositories · arXiv:1909.05729
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Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview 1 Aug 2019 · 0 repositories · arXiv:1908.00187
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Signed Graph Attention Networks 26 Jun 2019 · 1 repository · arXiv:1906.10958
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Exploiting Edge Features for Graph Neural Networks 1 Jun 2019 · 0 repositories
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Approximation Ratios of Graph Neural Networks for Combinatorial Problems 24 May 2019 · 0 repositories · arXiv:1905.10261
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A Regularized Attention Mechanism for Graph Attention Networks 1 Nov 2018 · 0 repositories · arXiv:1811.00181
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Exploiting Edge Features in Graph Neural Networks 7 Sep 2018 · 0 repositories · arXiv:1809.02709
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Single-channel Speech Dereverberation via Generative Adversarial Training 25 Jun 2018 · 0 repositories · arXiv:1806.09325
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Graph Attention Networks 30 Oct 2017 · 93 repositories · arXiv:1710.10903Syntology community repositories only · 61 ran (of which 28 constructed an object rather than computing a result; 52 with no instrument failure: 1 honoured, 2 violated, 49 with no contract checked; 9 where Syntology's instrument failed) · 45 unverified (of 106 harvested samples) · 46 pointer-only (licence)