Browse State-of-the-Art › Graph Regression › Papers, page 2

Graph Regression

Papers archive 2025-07-28

archive papers tagged: 145 · with a code link: 118 · where Syntology ran a sample: 64 (56 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (64 of 145 tagged: 56 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 145 of 145, 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.

• Permute Me Softly: Learning Soft Permutations for Graph Representations
  5 Oct 2021 1 repository listed
• Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs
  21 May 2021 1 repository listed
• Ranking Structured Objects with Graph Neural Networks
  18 Apr 2021 1 repository listed
• Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
  17 Feb 2021 1 repository listed
• An Experimental Study of the Transferability of Spectral Graph Networks
  18 Dec 2020 1 repository listed Syntology official: harvested, nothing 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Factorizable Graph Convolutional Networks
  12 Oct 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Learning Graph Normalization for Graph Neural Networks
  24 Sep 2020 1 repository listed Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• Multilevel Graph Matching Networks for Deep Graph Similarity Learning
  8 Jul 2020 1 repository listed Syntology 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) · 3 pointer-only (licence)
• Path Integral Based Convolution and Pooling for Graph Neural Networks
  29 Jun 2020 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Building powerful and equivariant graph neural networks with structural message-passing
  26 Jun 2020 1 repository listed
• Graph Neural Networks in TensorFlow and Keras with Spektral
  22 Jun 2020 1 repository listed 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) · 2 unverified (of 4 harvested samples)
• Molecule Property Prediction Based on Spatial Graph Embedding
  22 Aug 2019 1 repository listed
• On the equivalence between graph isomorphism testing and function approximation with GNNs
  29 May 2019 1 repository listed Syntology 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) · 0 unverified (of 2 harvested samples)
• Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings
  2 Apr 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Fleet Prognosis with Physics-informed Recurrent Neural Networks
  16 Jan 2019 1 repository listed
• Graph Neural Networks with convolutional ARMA filters
  5 Jan 2019 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)
• Residual Gated Graph ConvNets
  20 Nov 2017 1 repository listed
• A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants
  29 May 2025 0 repositories listed
• Power Spectrum Signatures of Graphs
  12 Mar 2025 0 repositories listed
• Node Regression on Latent Position Random Graphs via Local Averaging
  29 Oct 2024 0 repositories listed
• Conditional Local Feature Encoding for Graph Neural Networks
  8 May 2024 0 repositories listed
• Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data
  11 Mar 2024 0 repositories listed
• Graph Transformers without Positional Encodings
  31 Jan 2024 0 repositories listed
• Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction
  27 Nov 2023 0 repositories listed
• Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction
  24 Nov 2023 0 repositories listed
• Graph Neural Networks with a Distribution of Parametrized Graphs
  25 Oct 2023 0 repositories listed
• Equivariant Matrix Function Neural Networks
  16 Oct 2023 0 repositories listed
• Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes
  13 Aug 2023 0 repositories listed
• Neural Priority Queues for Graph Neural Networks
  18 Jul 2023 0 repositories listed
• Diffusing Graph Attention
  1 Mar 2023 0 repositories listed
• Coordinating Cross-modal Distillation for Molecular Property Prediction
  30 Nov 2022 0 repositories listed
• An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022
  23 Nov 2022 0 repositories listed
• Affinity-Aware Graph Networks
  23 Jun 2022 0 repositories listed
• Edge but not Least: Cross-View Graph Pooling
  24 Sep 2021 0 repositories listed
• A graph similarity for deep learning
  1 Dec 2020 0 repositories listed
• Co-embedding of Nodes and Edges with Graph Neural Networks
  25 Oct 2020 0 repositories listed
• Degree-Quant: Quantization-Aware Training for Graph Neural Networks
  11 Aug 2020 0 repositories listed
• A Hierarchy of Graph Neural Networks Based on Learnable Local Features
  13 Nov 2019 0 repositories listed
• Empowering Graph Representation Learning with Paired Training and Graph Co-Attention
  25 Sep 2019 0 repositories listed
• CensNet: Convolution with Edge-Node Switching in Graph Neural Networks
  10 Aug 2019 0 repositories listed
• Sublinear Update Time Randomized Algorithms for Dynamic Graph Regression
  28 May 2019 0 repositories listed
• On the Theory of Dynamic Graph Regression Problem
  26 Mar 2019 0 repositories listed
• Optimized Skeleton-based Action Recognition via Sparsified Graph Regression
  29 Nov 2018 0 repositories listed
• Deriving Neural Architectures from Sequence and Graph Kernels
  25 May 2017 0 repositories listed

Syntology lines on 9 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.