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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 33 of 36: papers 3,201 to 3,300 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.

• Generating Adversarial Examples with Graph Neural Networks
  30 May 2021 0 repositories listed
• Relational Graph Neural Network Design via Progressive Neural Architecture Search
  30 May 2021 0 repositories listed
• GINA: Neural Relational Inference From Independent Snapshots
  29 May 2021 0 repositories listed
• Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction
  28 May 2021 0 repositories listed
• Motif Prediction with Graph Neural Networks
  26 May 2021 0 repositories listed
• Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification
  25 May 2021 0 repositories listed
• Graph Neural Network Based VC Investment Success Prediction
  25 May 2021 0 repositories listed
• TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks
  21 May 2021 0 repositories listed
• Combining GCN and Transformer for Chinese Grammatical Error Detection
  19 May 2021 0 repositories listed
• Graph Sanitation with Application to Node Classification
  19 May 2021 0 repositories listed
• Neighbourhood-guided Feature Reconstruction for Occluded Person Re-Identification
  16 May 2021 0 repositories listed
• Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare
  14 May 2021 0 repositories listed
• Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network
  13 May 2021 0 repositories listed
• A Graph Neural Network Approach for Product Relationship Prediction
  12 May 2021 0 repositories listed
• Hierarchical Graph Neural Networks
  7 May 2021 0 repositories listed
• Graph-based Multilingual Product Retrieval in E-commerce Search
  6 May 2021 0 repositories listed
• Scalable Graph Neural Network Training: The Case for Sampling
  5 May 2021 0 repositories listed
• VersaGNN: a Versatile accelerator for Graph neural networks
  4 May 2021 0 repositories listed
• Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural Networks
  2 May 2021 0 repositories listed
• A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring
  1 May 2021 0 repositories listed
• Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation
  27 Apr 2021 0 repositories listed
• DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension
  26 Apr 2021 0 repositories listed
• Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects
  25 Apr 2021 0 repositories listed
• Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks
  24 Apr 2021 0 repositories listed
• GDDR: GNN-based Data-Driven Routing
  20 Apr 2021 0 repositories listed
• Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
  19 Apr 2021 0 repositories listed
• Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion
  19 Apr 2021 0 repositories listed
• Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty
  16 Apr 2021 0 repositories listed
• Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions
  15 Apr 2021 0 repositories listed
• Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction
  13 Apr 2021 0 repositories listed
• Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph
  12 Apr 2021 0 repositories listed
• On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
  12 Apr 2021 0 repositories listed
• Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed
  8 Apr 2021 0 repositories listed
• Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs
  6 Apr 2021 0 repositories listed
• Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids
  5 Apr 2021 0 repositories listed
• Improving the Expressive Power of Graph Neural Network with Tinhofer Algorithm
  5 Apr 2021 0 repositories listed
• Topological Regularization for Graph Neural Networks Augmentation
  3 Apr 2021 0 repositories listed
• Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management
  3 Apr 2021 0 repositories listed
• Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification
  1 Apr 2021 0 repositories listed
• Context-aware short-term interest first model for session-based recommendation
  29 Mar 2021 0 repositories listed
• Graph Classification by Mixture of Diverse Experts
  29 Mar 2021 0 repositories listed
• Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning
  29 Mar 2021 0 repositories listed
• Unified Graph Structured Models for Video Understanding
  29 Mar 2021 0 repositories listed
• InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem?
  28 Mar 2021 0 repositories listed
• Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation
  25 Mar 2021 0 repositories listed
• Complex Factoid Question Answering with a Free-Text Knowledge Graph
  23 Mar 2021 0 repositories listed
• Mention-centered Graph Neural Network for Document-level Relation Extraction
  15 Mar 2021 0 repositories listed
• Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation
  11 Mar 2021 0 repositories listed
• Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning
  11 Mar 2021 0 repositories listed
• Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks
  10 Mar 2021 0 repositories listed
• Learning Graph Neural Networks with Positive and Unlabeled Nodes
  8 Mar 2021 0 repositories listed
• NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification
  5 Mar 2021 0 repositories listed
• ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
  2 Mar 2021 0 repositories listed
• Efficient and Interpretable Robot Manipulation with Graph Neural Networks
  25 Feb 2021 0 repositories listed
• TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services
  25 Feb 2021 0 repositories listed
• Benchmarking Graph Neural Networks on Link Prediction
  24 Feb 2021 0 repositories listed
• Learning Visual Models using a Knowledge Graph as a Trainer
  17 Feb 2021 0 repositories listed
• IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning
  16 Feb 2021 0 repositories listed
• Predicting Material Properties Using a 3D Graph Neural Network with Invariant Local Descriptors
  16 Feb 2021 0 repositories listed
• Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels
  13 Feb 2021 0 repositories listed
• SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs
  12 Feb 2021 0 repositories listed
• Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients
  11 Feb 2021 0 repositories listed
• FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation
  9 Feb 2021 0 repositories listed
• ParaVS: A Simple, Fast, Efficient and Flexible Graph Neural Network Framework for Structure-Based Virtual Screening
  8 Feb 2021 0 repositories listed
• Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network
  7 Feb 2021 0 repositories listed
• Wasserstein Graph Neural Networks for Graphs with Missing Attributes
  6 Feb 2021 0 repositories listed
• Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery
  5 Feb 2021 0 repositories listed
• Noise-robust classification with hypergraph neural network
  3 Feb 2021 0 repositories listed
• Object and Relation Centric Representations for Push Effect Prediction
  3 Feb 2021 0 repositories listed
• Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center
  31 Jan 2021 0 repositories listed
• Embedding Symbolic Temporal Knowledge into Deep Sequential Models
  28 Jan 2021 0 repositories listed
• Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection
  27 Jan 2021 0 repositories listed
• Learn from Concepts: Towards the Purified Memory for Few-shot Learning
  23 Jan 2021 0 repositories listed
• Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network
  19 Jan 2021 0 repositories listed
• Heterogeneous Similarity Graph Neural Network on Electronic Health Records
  17 Jan 2021 0 repositories listed
• Solving QSAT problems with neural MCTS
  17 Jan 2021 0 repositories listed
• BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network
  14 Jan 2021 0 repositories listed
• BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer
  11 Jan 2021 0 repositories listed
• TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking
  11 Jan 2021 0 repositories listed
• ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease
  8 Jan 2021 0 repositories listed
• Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting
  7 Jan 2021 0 repositories listed
• Node2Seq: Towards Trainable Convolutions in Graph Neural Networks
  6 Jan 2021 0 repositories listed
• Contrastive Learning for Recommender System
  5 Jan 2021 0 repositories listed
• Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network
  2 Jan 2021 0 repositories listed
• Analysing the Update step in Graph Neural Networks via Sparsification
  1 Jan 2021 0 repositories listed
• Differentiable Graph Optimization for Neural Architecture Search
  1 Jan 2021 0 repositories listed
• ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation
  1 Jan 2021 0 repositories listed
• Graph Neural Network Acceleration via Matrix Dimension Reduction
  1 Jan 2021 0 repositories listed
• GraphCGAN: Convolutional Graph Neural Network with Generative Adversarial Networks
  1 Jan 2021 0 repositories listed
• Iterated graph neural network system
  1 Jan 2021 0 repositories listed
• Learning a Transferable Scheduling Policy for Various Vehicle Routing Problems based on Graph-centric Representation Learning
  1 Jan 2021 0 repositories listed
• Learning Lagrangian Fluid Dynamics with Graph Neural Networks
  1 Jan 2021 0 repositories listed
• Learning to Search for Fast Maximum Common Subgraph Detection
  1 Jan 2021 0 repositories listed
• Matrix Data Deep Decoder - Geometric Learning for Structured Data Completion
  1 Jan 2021 0 repositories listed
• Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network
  1 Jan 2021 0 repositories listed
• Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning
  1 Jan 2021 0 repositories listed
• NODE-SELECT: A FLEXIBLE GRAPH NEURAL NETWORK BASED ON REALISTIC PROPAGATION SCHEME
  1 Jan 2021 0 repositories listed
• Polynomial Graph Convolutional Networks
  1 Jan 2021 0 repositories listed
• Real-Time AutoML
  1 Jan 2021 0 repositories listed
• ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward
  1 Jan 2021 0 repositories listed