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Graph Neural Network

Papers archive 2025-07-28

archive papers tagged: 3,598 · with a code link: 1,516 · where Syntology ran a sample: 350 (302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (350 of 3,598 tagged: 302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument)

Page 16 of 36: papers 1,501 to 1,600 of 3,598, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks in Molecular Graph Analysis
  4 Feb 2019 1 repository listed
• Hypergraph Convolution and Hypergraph Attention
  23 Jan 2019 1 repository listed
• TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors
  18 Jan 2019 1 repository listed
• Graph Neural Networks with convolutional ARMA filters
  5 Jan 2019 1 repository listed
• Scan2Mesh: From Unstructured Range Scans to 3D Meshes
  26 Nov 2018 1 repository listed
• Role action embeddings: scalable representation of network positions
  19 Nov 2018 1 repository listed
• A Recurrent Graph Neural Network for Multi-Relational Data
  5 Nov 2018 1 repository listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 7 pointer-only (licence)
• Towards Sparse Hierarchical Graph Classifiers
  3 Nov 2018 1 repository listed
• Graph Pattern Mining and Learning through User-defined Relations (Extended Version)
  14 Sep 2018 1 repository listed
• Neural Guided Constraint Logic Programming for Program Synthesis
  8 Sep 2018 1 repository listed
• DeepInf: Social Influence Prediction with Deep Learning
  15 Jul 2018 1 repository listed Syntology 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)
• N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules
  24 Jun 2018 1 repository listed Syntology 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) · 9 unverified (of 14 harvested samples)
• Adversarial Attack on Graph Structured Data
  6 Jun 2018 1 repository listed
• Constructing Narrative Event Evolutionary Graph for Script Event Prediction
  14 May 2018 1 repository listed
• Attention-based Graph Neural Network for Semi-supervised Learning
  10 Mar 2018 1 repository listed Syntology 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach
  18 Jun 2017 1 repository listed
• Multi-Channel Graph Neural Network for Financial Risk Prediction of NEEQ Enterprises
  17 Jul 2025 0 repositories listed
• Catching Bid-rigging Cartels with Graph Attention Neural Networks
  16 Jul 2025 0 repositories listed
• Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain
  10 Jul 2025 0 repositories listed
• Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming
  10 Jul 2025 0 repositories listed
• GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning
  9 Jul 2025 0 repositories listed
• High Order Collaboration-Oriented Federated Graph Neural Network for Accurate QoS Prediction
  7 Jul 2025 0 repositories listed
• RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles
  1 Jul 2025 0 repositories listed
• Task-Agnostic Contrastive Pretraining for Relational Deep Learning
  27 Jun 2025 0 repositories listed
• Directed Link Prediction using GNN with Local and Global Feature Fusion
  25 Jun 2025 0 repositories listed
• Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning
  24 Jun 2025 0 repositories listed
• Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression
  23 Jun 2025 0 repositories listed
• TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs
  22 Jun 2025 0 repositories listed
• UT-GraphCast Hindcast Dataset: A Global AI Forecast Archive from UT Austin for Weather and Climate Applications
  20 Jun 2025 0 repositories listed
• DOVA-PATBM: An Intelligent, Adaptive, and Scalable Framework for Optimizing Large-Scale EV Charging Infrastructure
  18 Jun 2025 0 repositories listed
• Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations
  17 Jun 2025 0 repositories listed
• CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs
  17 Jun 2025 0 repositories listed
• GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
  16 Jun 2025 0 repositories listed
• KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections
  15 Jun 2025 0 repositories listed
• Directed Acyclic Graph Convolutional Networks
  13 Jun 2025 0 repositories listed
• FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models
  13 Jun 2025 0 repositories listed
• Graph Semi-Supervised Learning for Point Classification on Data Manifolds
  13 Jun 2025 0 repositories listed
• SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics
  13 Jun 2025 0 repositories listed
• Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network
  11 Jun 2025 0 repositories listed
• HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning
  10 Jun 2025 0 repositories listed
• ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity
  9 Jun 2025 0 repositories listed
• MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection
  8 Jun 2025 0 repositories listed
• Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
  6 Jun 2025 0 repositories listed
• EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator
  6 Jun 2025 0 repositories listed
• Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations
  5 Jun 2025 0 repositories listed
• Ignoring Directionality Leads to Compromised Graph Neural Network Explanations
  5 Jun 2025 0 repositories listed
• Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks
  4 Jun 2025 0 repositories listed
• Topology-Aware Graph Neural Network-based State Estimation for PMU-Unobservable Power Systems
  4 Jun 2025 0 repositories listed
• HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport
  3 Jun 2025 0 repositories listed
• ChemGraph: An Agentic Framework for Computational Chemistry Workflows
  3 Jun 2025 0 repositories listed
• Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos
  3 Jun 2025 0 repositories listed
• iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
  2 Jun 2025 0 repositories listed
• Stock Market Telepathy: Graph Neural Networks Predicting the Secret Conversations between MINT and G7 Countries
  2 Jun 2025 0 repositories listed
• Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking
  1 Jun 2025 0 repositories listed
• Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System
  30 May 2025 0 repositories listed
• How hard is learning to cut? Trade-offs and sample complexity
  30 May 2025 0 repositories listed
• Studying and Improving Graph Neural Network-based Motif Estimation
  30 May 2025 0 repositories listed
• A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants
  29 May 2025 0 repositories listed
• Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
  29 May 2025 0 repositories listed
• Directed Homophily-Aware Graph Neural Network
  28 May 2025 0 repositories listed
• Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink
  27 May 2025 0 repositories listed
• Visual Loop Closure Detection Through Deep Graph Consensus
  27 May 2025 0 repositories listed
• An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
  26 May 2025 0 repositories listed
• GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation
  26 May 2025 0 repositories listed
• Chordless Structure: A Pathway to Simple and Expressive GNNs
  25 May 2025 0 repositories listed
• Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems
  22 May 2025 0 repositories listed
• Joint Relational Database Generation via Graph-Conditional Diffusion Models
  22 May 2025 0 repositories listed
• Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control
  22 May 2025 0 repositories listed
• STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
  22 May 2025 0 repositories listed
• Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing
  21 May 2025 0 repositories listed
• Higher-order Structure Boosts Link Prediction on Temporal Graphs
  21 May 2025 0 repositories listed
• Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling
  21 May 2025 0 repositories listed
• SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps
  21 May 2025 0 repositories listed
• Cooperative Causal GraphSAGE
  20 May 2025 0 repositories listed
• Leveraging Multivariate Long-Term History Representation for Time Series Forecasting
  20 May 2025 0 repositories listed
• AdS-GNN -- a Conformally Equivariant Graph Neural Network
  19 May 2025 0 repositories listed
• Graph Neural Networks Based Anomalous RSSI Detection
  19 May 2025 0 repositories listed
• GraphFLEx: Structure Learning Framework for Large Expanding Graphs
  18 May 2025 0 repositories listed
• Learning Repetition-Invariant Representations for Polymer Informatics
  15 May 2025 0 repositories listed
• GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI
  13 May 2025 0 repositories listed
• Next Word Suggestion using Graph Neural Network
  13 May 2025 0 repositories listed
• Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
  12 May 2025 0 repositories listed
• Tagging fully hadronic exotic decays of the vectorlike B quark using a graph neural network
  12 May 2025 0 repositories listed
• Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data
  9 May 2025 0 repositories listed
• Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition
  8 May 2025 0 repositories listed
• Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks
  8 May 2025 0 repositories listed
• GNN-enabled Precoding for Massive MIMO LEO Satellite Communications
  6 May 2025 0 repositories listed
• GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype
  6 May 2025 0 repositories listed Syntology 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis
  6 May 2025 0 repositories listed
• Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter
  5 May 2025 0 repositories listed
• Graph Privacy: A Heterogeneous Federated GNN for Trans-Border Financial Data Circulation
  1 May 2025 0 repositories listed
• Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks
  30 Apr 2025 0 repositories listed
• DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks
  29 Apr 2025 0 repositories listed
• Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS
  29 Apr 2025 0 repositories listed
• Learning a General Model: Folding Clothing with Topological Dynamics
  29 Apr 2025 0 repositories listed
• Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
  29 Apr 2025 0 repositories listed
• Generative Diffusion Models for Resource Allocation in Wireless Networks
  28 Apr 2025 0 repositories listed
• Graph Neural Network Prediction of Nonlinear Optical Properties
  28 Apr 2025 0 repositories listed
• Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks
  28 Apr 2025 0 repositories listed
• Hierarchical Uncertainty-Aware Graph Neural Network
  28 Apr 2025 0 repositories listed

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.