Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 17

Graph Neural Network

Papers archive 2025-07-28

archive papers tagged: 2,694 · with a code link: 1,137 · where Syntology ran a sample: 271 (235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (271 of 2,694 tagged: 235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument)

Page 17 of 27: papers 1,601 to 1,700 of 2,694, 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.

• Fast Simulation of Particulate Suspensions Enabled by Graph Neural Network
  17 Jun 2022 · 0 repositories · arXiv:2206.13905
• Sheaf Neural Networks with Connection Laplacians
  17 Jun 2022 · 1 repository · arXiv:2206.08702
• A Robust Stacking Framework for Training Deep Graph Models with Multifaceted Node Features
  16 Jun 2022 · 0 repositories · arXiv:2206.08473
• Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation
  16 Jun 2022 · 1 repository · arXiv:2206.08088
• Spatial Attention-Based 3D Graph Convolutional Neural Network for Sign Language Recognition
  16 Jun 2022 · 0 repositories
• Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems
  15 Jun 2022 · 0 repositories · arXiv:2206.07370
• Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator
  15 Jun 2022 · 0 repositories · arXiv:2206.07680
• RecBole 2.0: Towards a More Up-to-Date Recommendation Library
  15 Jun 2022 · 2 repositories · arXiv:2206.07351
• Region-enhanced Deep Graph Convolutional Networks for Rumor Detection
  15 Jun 2022 · 0 repositories · arXiv:2206.07665
• TeKo: Text-Rich Graph Neural Networks with External Knowledge
  15 Jun 2022 · 0 repositories · arXiv:2206.07253
• PreQR: Pre-training Representation for SQL Understanding
  11 Jun 2022 · 0 repositories
• Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks
  11 Jun 2022 · 1 repository · arXiv:2206.05499
• Fundamental Limits in Formal Verification of Message-Passing Neural Networks
  10 Jun 2022 · 0 repositories · arXiv:2206.05070
• ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning
  9 Jun 2022 · 0 repositories · arXiv:2206.04255
• Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective
  9 Jun 2022 · 0 repositories · arXiv:2206.04471
• A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
  7 Jun 2022 · 0 repositories · arXiv:2206.03492
• DeepTPI: Test Point Insertion with Deep Reinforcement Learning
  7 Jun 2022 · 1 repository · arXiv:2206.06975
• Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network
  7 Jun 2022 · 0 repositories · arXiv:2206.03469
• Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage
  7 Jun 2022 · 1 repository · arXiv:2206.03426
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Efficient and Accurate Physics-aware Multiplex Graph Neural Networks for 3D Small Molecules and Macromolecule Complexes
  6 Jun 2022 · 1 repository · arXiv:2206.02789
• Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems
  6 Jun 2022 · 0 repositories · arXiv:2206.02771
• HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing
  5 Jun 2022 · 0 repositories · arXiv:2206.02153
• Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?
  3 Jun 2022 · 1 repository · arXiv:2206.01506
  Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Instant Graph Neural Networks for Dynamic Graphs
  3 Jun 2022 · 0 repositories · arXiv:2206.01379
• Shortest Path Networks for Graph Property Prediction
  2 Jun 2022 · 1 repository · arXiv:2206.01003
• An Empirical Study of Retrieval-enhanced Graph Neural Networks
  1 Jun 2022 · 1 repository · arXiv:2206.00362
• InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
  1 Jun 2022 · 1 repository · arXiv:2206.00265
• Neural Improvement Heuristics for Graph Combinatorial Optimization Problems
  1 Jun 2022 · 1 repository · arXiv:2206.00383
• Rethinking Graph Neural Networks for Anomaly Detection
  31 May 2022 · 1 repository · arXiv:2205.15508
  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: 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)
• A multimedia recommendation model based on collaborative graph
  30 May 2022 · 0 repositories · arXiv:2205.14931
• GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
  30 May 2022 · 0 repositories · arXiv:2205.15217
• Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset Generation
  27 May 2022 · 1 repository · arXiv:2205.13901
• DeepSAT: An EDA-Driven Learning Framework for SAT
  27 May 2022 · 0 repositories · arXiv:2205.13745
• Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control
  27 May 2022 · 0 repositories · arXiv:2205.13836
• Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation
  27 May 2022 · 1 repository · arXiv:2205.13954
  Syntology 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) · 4 unverified (of 6 harvested samples)
• Image Keypoint Matching using Graph Neural Networks
  27 May 2022 · 0 repositories · arXiv:2205.14275
• MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
  27 May 2022 · 1 repository · arXiv:2205.14210
• DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees
  26 May 2022 · 0 repositories · arXiv:2205.13234
• Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array
  26 May 2022 · 1 repository · arXiv:2205.13675
• Transformer for Partial Differential Equations' Operator Learning
  26 May 2022 · 1 repository · arXiv:2205.13671
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)
• FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
  25 May 2022 · 1 repository · arXiv:2205.12465
• Improving Subgraph Representation Learning via Multi-View Augmentation
  25 May 2022 · 0 repositories · arXiv:2205.13038
• MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose
  25 May 2022 · 0 repositories · arXiv:2205.12583
• Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls
  25 May 2022 · 0 repositories · arXiv:2206.06174
• QGNN: Value Function Factorisation with Graph Neural Networks
  25 May 2022 · 1 repository · arXiv:2205.13005
• Robust Reinforcement Learning on Graphs for Logistics optimization
  25 May 2022 · 0 repositories · arXiv:2205.12888
• Service Discovery in Social Internet of Things using Graph Neural Networks
  25 May 2022 · 0 repositories · arXiv:2205.12711
• Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory
  24 May 2022 · 0 repositories · arXiv:2205.12179
• High-Order Pooling for Graph Neural Networks with Tensor Decomposition
  24 May 2022 · 0 repositories · arXiv:2205.11691
• Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
  24 May 2022 · 1 repository · arXiv:2205.12396
• RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
  24 May 2022 · 0 repositories · arXiv:2205.14005
• Deep Representations for Time-varying Brain Datasets
  23 May 2022 · 1 repository · arXiv:2205.11648
• DOGE-Train: Discrete Optimization on GPU with End-to-end Training
  23 May 2022 · 1 repository · arXiv:2205.11638
• How Powerful are Spectral Graph Neural Networks
  23 May 2022 · 2 repositories · arXiv:2205.11172
• Edge Graph Neural Networks for Massive MIMO Detection
  22 May 2022 · 0 repositories · arXiv:2206.06979
• De novo design of protein target specific scaffold-based Inhibitors via Reinforcement Learning
  21 May 2022 · 0 repositories · arXiv:2205.10473
• KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
  21 May 2022 · 0 repositories · arXiv:2205.10550
• Micro-video recommendation model based on graph neural network and attention mechanism
  21 May 2022 · 0 repositories · arXiv:2205.10588
• A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecasting
  20 May 2022 · 2 repositories · arXiv:2205.10365
• EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures
  20 May 2022 · 1 repository · arXiv:2205.10390
• A Simple Yet Effective SVD-GCN for Directed Graphs
  19 May 2022 · 1 repository · arXiv:2205.09335
  Syntology official (archive's flag): 5 ran · 5 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; 5 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Label-invariant Augmentation for Semi-Supervised Graph Classification
  19 May 2022 · 0 repositories · arXiv:2205.09802
• Plane Geometry Diagram Parsing
  19 May 2022 · 1 repository · arXiv:2205.09363
  Syntology 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) · 2 pointer-only (licence)
• A graph representation of molecular ensembles for polymer property prediction
  17 May 2022 · 1 repository · arXiv:2205.08619
  Syntology 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) · 0 unverified (of 2 harvested samples)
• CellTypeGraph: A New Geometric Computer Vision Benchmark
  17 May 2022 · 2 repositories · arXiv:2205.08166
• Neural-Symbolic Models for Logical Queries on Knowledge Graphs
  16 May 2022 · 1 repository · arXiv:2205.10128
  Syntology 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) · 2 pointer-only (licence)
• Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
  16 May 2022 · 0 repositories · arXiv:2205.11233
• Topology-aware Graph Neural Networks for Learning Feasible and Adaptive ac-OPF Solutions
  16 May 2022 · 1 repository · arXiv:2205.10129
• Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets
  15 May 2022 · 4 repositories · arXiv:2205.07249
  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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Fake News Quick Detection on Dynamic Heterogeneous Information Networks
  14 May 2022 · 0 repositories · arXiv:2205.07039
• Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System
  12 May 2022 · 1 repository · arXiv:2205.06576
• A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
  10 May 2022 · 1 repository · arXiv:2206.04730
  Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 4 unverified (of 9 harvested samples)
• Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
  10 May 2022 · 1 repository · arXiv:2205.04692
• Joint learning of object graph and relation graph for visual question answering
  9 May 2022 · 0 repositories · arXiv:2205.04188
• Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction
  8 May 2022 · 0 repositories · arXiv:2205.04885
• BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck
  7 May 2022 · 1 repository · arXiv:2205.03612
• COGMEN: COntextualized GNN based Multimodal Emotion recognitioN
  5 May 2022 · 2 repositories · arXiv:2205.02455
• SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation
  5 May 2022 · 0 repositories · arXiv:2205.11231
• Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks
  5 May 2022 · 0 repositories · arXiv:2205.02637
• Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction
  4 May 2022 · 0 repositories · arXiv:2205.01893
• FINETUNA: Fine-tuning Accelerated Molecular Simulations
  2 May 2022 · 0 repositories · arXiv:2205.01223
• Heterogeneous graph neural network for power allocation in multicarrier-division duplex cell-free massive MIMO systems
  1 May 2022 · 1 repository · arXiv:2205.00546
• Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing
  1 May 2022 · 0 repositories
• Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization
  1 May 2022 · 0 repositories
• HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding
  30 Apr 2022 · 2 repositories · arXiv:2205.09753
• Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning
  30 Apr 2022 · 0 repositories · arXiv:2205.00256
• Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications
  28 Apr 2022 · 0 repositories · arXiv:2204.13766
• Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification
  25 Apr 2022 · 0 repositories · arXiv:2204.11855
• Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking
  25 Apr 2022 · 0 repositories · arXiv:2204.11673
• Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution
  24 Apr 2022 · 0 repositories · arXiv:2204.11350
• Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction
  24 Apr 2022 · 1 repository
• Graph Neural Network-based Early Bearing Fault Detection
  24 Apr 2022 · 0 repositories · arXiv:2204.11220
• All-optical graph representation learning using integrated diffractive photonic computing units
  23 Apr 2022 · 0 repositories · arXiv:2204.10978
• Graph Neural Network based Agent in Google Research Football
  23 Apr 2022 · 0 repositories · arXiv:2204.11142
• Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention
  23 Apr 2022 · 1 repository · arXiv:2204.11008
  Syntology official (archive's flag): 6 ran · 6 ran (of which 5 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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Automating Neural Architecture Design without Search
  21 Apr 2022 · 0 repositories · arXiv:2204.11838
• Simulate Time-integrated Coarse-grained Molecular Dynamics with Multi-Scale Graph Networks
  21 Apr 2022 · 1 repository · arXiv:2204.10348
  Syntology official (archive's flag): 10 ran · 10 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; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
• Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network
  20 Apr 2022 · 0 repositories · arXiv:2204.09230
• Generating 3D Molecules for Target Protein Binding
  19 Apr 2022 · 2 repositories · arXiv:2204.09410
  Syntology official (archive's flag): 5 ran · 18 ran (of which 10 constructed an object rather than computing a result; 13 with no instrument failure: 2 honoured, 0 violated, 11 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (of 33 harvested samples) · 33 pointer-only (licence)
• Network Topology Optimization via Deep Reinforcement Learning
  19 Apr 2022 · 0 repositories · arXiv:2204.14133