Methods › Graphs › Graph Embeddings › LapEigen › Papers, page 2
Laplacian EigenMap
LapEigen
Papers archive 2025-07-28
archive papers tagged: 297 · with a code link: 155 · where Syntology ran a sample: 52 (45 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (52 of 297 tagged: 45 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 297, 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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A Structure-Aware Lane Graph Transformer Model for Vehicle Trajectory Prediction 30 May 2024 · 0 repositories · arXiv:2405.20121
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Automatic Graph Topology-Aware Transformer 30 May 2024 · 1 repository · arXiv:2405.19779
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Hi-GMAE: Hierarchical Graph Masked Autoencoders 17 May 2024 · 1 repository · arXiv:2405.10642
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HGTDR: Advancing Drug Repurposing with Heterogeneous Graph Transformers 12 May 2024 · 0 repositories · arXiv:2405.08031
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Masked Graph Transformer for Large-Scale Recommendation 7 May 2024 · 0 repositories · arXiv:2405.04028
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Predictive Modeling with Temporal Graphical Representation on Electronic Health Records 7 May 2024 · 1 repository · arXiv:2405.03943Syntology official (archive's flag): 10 ran · 10 ran (of which 3 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction 6 May 2024 · 0 repositories · arXiv:2405.03809
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Multi-hop graph transformer network for 3D human pose estimation 5 May 2024 · 0 repositories · arXiv:2405.03055
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Less is More: on the Over-Globalizing Problem in Graph Transformers 2 May 2024 · 1 repository · arXiv:2405.01102Syntology 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) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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FairGT: A Fairness-aware Graph Transformer 26 Apr 2024 · 1 repository · arXiv:2404.17169Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting 18 Apr 2024 · 0 repositories · arXiv:2404.11996
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Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network 16 Apr 2024 · 0 repositories · arXiv:2404.10940
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PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances 9 Apr 2024 · 1 repository · arXiv:2404.06267
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A Directional Diffusion Graph Transformer for Recommendation 4 Apr 2024 · 0 repositories · arXiv:2404.03326
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On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers 4 Apr 2024 · 1 repository · arXiv:2404.03380Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 5 pointer-only (licence)
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Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification 26 Mar 2024 · 0 repositories · arXiv:2403.18134
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SGHormer: An Energy-Saving Graph Transformer Driven by Spikes 26 Mar 2024 · 1 repository · arXiv:2403.17656
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ChebMixer: Efficient Graph Representation Learning with MLP Mixer 25 Mar 2024 · 0 repositories · arXiv:2403.16358
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R3CD: Scene Graph to Image Generation with Relation-aware Compositional Contrastive Control Diffusion 24 Mar 2024 · 0 repositories
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VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections 24 Mar 2024 · 1 repository · arXiv:2403.16030Syntology official (archive's flag): 5 ran · 5 ran (of which 3 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) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention 21 Mar 2024 · 1 repository · arXiv:2403.15480Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer 19 Mar 2024 · 1 repository · arXiv:2403.12821Syntology 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) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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OpenGraph: Towards Open Graph Foundation Models 2 Mar 2024 · 1 repository · arXiv:2403.01121Syntology 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) · 3 unverified (of 5 harvested samples)
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Cell Graph Transformer for Nuclei Classification 20 Feb 2024 · 1 repository · arXiv:2402.12946Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning 9 Feb 2024 · 0 repositories · arXiv:2402.06135
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Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers 7 Feb 2024 · 3 repositories · arXiv:2402.04538Syntology official (archive's flag): 9 ran · 10 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
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Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation 6 Feb 2024 · 1 repository · arXiv:2402.03687
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HAMLET: Graph Transformer Neural Operator for Partial Differential Equations 5 Feb 2024 · 0 repositories · arXiv:2402.03541
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Topology-Informed Graph Transformer 3 Feb 2024 · 2 repositories · arXiv:2402.02005Syntology official (archive's flag): 8 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 2 violated, 15 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 21 harvested samples) · 21 pointer-only (licence)
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Graph Transformers without Positional Encodings 31 Jan 2024 · 0 repositories · arXiv:2401.17791
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A Survey on Structure-Preserving Graph Transformers 29 Jan 2024 · 0 repositories · arXiv:2401.16176
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FedGT: Federated Node Classification with Scalable Graph Transformer 26 Jan 2024 · 0 repositories · arXiv:2401.15203
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DeepRLI: A Multi-objective Framework for Universal Protein--Ligand Interaction Prediction 19 Jan 2024 · 1 repository · arXiv:2401.10806
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Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies 18 Jan 2024 · 0 repositories · arXiv:2401.10348
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Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation 15 Jan 2024 · 0 repositories · arXiv:2401.07721
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Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction 10 Jan 2024 · 0 repositories · arXiv:2401.04872
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Joint Generative Modeling of Scene Graphs and Images via Diffusion Models 2 Jan 2024 · 0 repositories · arXiv:2401.01130
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Harmonizing SO(3)-Equivariance with Neural Expressiveness: a Hybrid Deep Learning Framework Oriented to the Prediction of Electronic Structure Hamiltonian 1 Jan 2024 · 0 repositories · arXiv:2401.00744
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Attention-aware Social Graph Transformer Networks for Stochastic Trajectory Prediction 26 Dec 2023 · 0 repositories · arXiv:2312.15881
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Understanding Inter-Session Intentions via Complex Logical Reasoning 21 Dec 2023 · 1 repository · arXiv:2312.13866
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Graph Transformers for Large Graphs 18 Dec 2023 · 1 repository · arXiv:2312.11109Syntology 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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Stronger Graph Transformer with Regularized Attention Scores 18 Dec 2023 · 1 repository · arXiv:2312.11730
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Fine-grained Graph Rationalization 13 Dec 2023 · 0 repositories · arXiv:2312.07859
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A Graph-Based Approach for Category-Agnostic Pose Estimation 29 Nov 2023 · 2 repositories · arXiv:2311.17891Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Learning to Optimise Wind Farms with Graph Transformers 21 Nov 2023 · 0 repositories · arXiv:2311.12750
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LiDAR-HMR: 3D Human Mesh Recovery from LiDAR 20 Nov 2023 · 2 repositories · arXiv:2311.11971
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GMTR: Graph Matching Transformers 14 Nov 2023 · 1 repository · arXiv:2311.08141
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Hybrid Focal and Full-Range Attention Based Graph Transformers 8 Nov 2023 · 0 repositories · arXiv:2311.04653
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Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning 31 Oct 2023 · 0 repositories · arXiv:2310.20250
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Multi-omics Sampling-based Graph Transformer for Synthetic Lethality Prediction 17 Oct 2023 · 0 repositories · arXiv:2310.11082
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SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning 17 Oct 2023 · 0 repositories · arXiv:2310.11025
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Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction 12 Oct 2023 · 1 repository · arXiv:2310.08328
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Atom-Motif Contrastive Transformer for Molecular Property Prediction 11 Oct 2023 · 0 repositories · arXiv:2310.07351
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Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS 11 Oct 2023 · 0 repositories · arXiv:2310.07667
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Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates 11 Oct 2023 · 0 repositories · arXiv:2310.07631
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Relational Prior Knowledge Graphs for Detection and Instance Segmentation 11 Oct 2023 · 1 repository · arXiv:2310.07573
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Probabilistically Rewired Message-Passing Neural Networks 3 Oct 2023 · 1 repository · arXiv:2310.02156Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation 2 Oct 2023 · 1 repository · arXiv:2310.01224Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Transformers are efficient hierarchical chemical graph learners 2 Oct 2023 · 1 repository · arXiv:2310.01704
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Neuromorphic Imaging and Classification with Graph Learning 27 Sep 2023 · 0 repositories · arXiv:2309.15627
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Modeling Spatiotemporal Periodicity and Collaborative Signal for Local-Life Service Recommendation 22 Sep 2023 · 0 repositories · arXiv:2309.12565
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LineMarkNet: Line Landmark Detection for Valet Parking 19 Sep 2023 · 0 repositories · arXiv:2309.10475
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Deep Prompt Tuning for Graph Transformers 18 Sep 2023 · 0 repositories · arXiv:2309.10131
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Circle Feature Graphormer: Can Circle Features Stimulate Graph Transformer? 11 Sep 2023 · 1 repository · arXiv:2309.06574
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Geometry-aware Line Graph Transformer Pre-training for Molecular Property Prediction 1 Sep 2023 · 0 repositories · arXiv:2309.00483
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Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark 1 Sep 2023 · 2 repositories · arXiv:2309.00367Syntology official (archive's flag): 7 ran · 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) · 4 unverified (of 12 harvested samples) · 6 pointer-only (licence)
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Enhancing Graph Transformers with Hierarchical Distance Structural Encoding 22 Aug 2023 · 1 repository · arXiv:2308.11129Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity 18 Aug 2023 · 3 repositories · arXiv:2308.09517Syntology official (archive's flag): 3 ran · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 26 harvested samples)
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Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation 15 Aug 2023 · 0 repositories · arXiv:2308.07592
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3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking 12 Aug 2023 · 1 repository · arXiv:2308.06635
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A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge 9 Aug 2023 · 1 repository · arXiv:2308.04811
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Counterfactual Graph Transformer for Traffic Flow Prediction 1 Aug 2023 · 0 repositories · arXiv:2308.00391
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CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning 30 Jul 2023 · 1 repository · arXiv:2308.02038
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Self-Supervised Graph Transformer for Deepfake Detection 27 Jul 2023 · 0 repositories · arXiv:2307.15019
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CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations 25 Jul 2023 · 0 repositories · arXiv:2307.13275
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Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers 18 Jul 2023 · 1 repository · arXiv:2307.09665
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LightGT: A Light Graph Transformer for Multimedia Recommendation 18 Jul 2023 · 1 repository
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Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer 11 Jul 2023 · 0 repositories · arXiv:2307.05121
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Knowledge Graph for NLG in the context of conversational agents 4 Jul 2023 · 0 repositories · arXiv:2307.01548
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Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding 3 Jul 2023 · 1 repository · arXiv:2307.00858
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Mass Spectra Prediction with Structural Motif-based Graph Neural Networks 28 Jun 2023 · 0 repositories · arXiv:2306.16085
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Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method 20 Jun 2023 · 0 repositories · arXiv:2306.11307
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A Graph Transformer-Driven Approach for Network Robustness Learning 12 Jun 2023 · 0 repositories · arXiv:2306.06913
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Local-to-global Perspectives on Graph Neural Networks 11 Jun 2023 · 1 repository · arXiv:2306.06547
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Virtual Node Tuning for Few-shot Node Classification 9 Jun 2023 · 0 repositories · arXiv:2306.06063
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Complexity-aware Large Scale Origin-Destination Network Generation via Diffusion Model 8 Jun 2023 · 0 repositories · arXiv:2306.04873
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Graph Transformer for Recommendation 4 Jun 2023 · 1 repository · arXiv:2306.02330Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Graph Inductive Biases in Transformers without Message Passing 27 May 2023 · 2 repositories · arXiv:2305.17589Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation 24 May 2023 · 0 repositories · arXiv:2305.15213
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Learning Subpocket Prototypes for Generalizable Structure-based Drug Design 22 May 2023 · 1 repository · arXiv:2305.13997Syntology community repositories only · 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs 22 May 2023 · 0 repositories · arXiv:2305.12677
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Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation 21 May 2023 · 2 repositories · arXiv:2305.12347Syntology official: harvested, nothing ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks 17 May 2023 · 0 repositories · arXiv:2305.10329
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AGFormer: Efficient Graph Representation with Anchor-Graph Transformer 12 May 2023 · 0 repositories · arXiv:2305.07521
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Hierarchical Transformer for Scalable Graph Learning 4 May 2023 · 0 repositories · arXiv:2305.02866
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Multimodal Graph Transformer for Multimodal Question Answering 30 Apr 2023 · 0 repositories · arXiv:2305.00581
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MUDiff: Unified Diffusion for Complete Molecule Generation 28 Apr 2023 · 0 repositories · arXiv:2304.14621
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Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers 21 Apr 2023 · 1 repository · arXiv:2304.10933
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HM-ViT: Hetero-modal Vehicle-to-Vehicle Cooperative perception with vision transformer 20 Apr 2023 · 1 repository · arXiv:2304.10628Syntology 17 ran (of which 7 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 8 where Syntology's instrument failed) · 4 unverified (of 21 harvested samples) · 21 pointer-only (licence)
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Dynamic Graph Representation Learning via Edge Temporal States Modeling and Structure-reinforced Transformer 20 Apr 2023 · 0 repositories · arXiv:2304.10079