Browse State-of-the-Art › Graph Representation Learning › Papers, page 7
Graph Representation Learning
Papers archive 2025-07-28
archive papers tagged: 982 · with a code link: 479 · where Syntology ran a sample: 129 (115 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (129 of 982 tagged: 115 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 7 of 10: papers 601 to 700 of 982, 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.
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Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification26 Mar 2024 0 repositories listed
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ChebMixer: Efficient Graph Representation Learning with MLP Mixer25 Mar 2024 0 repositories listed
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Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks25 Mar 2024 0 repositories listed
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Exploring Task Unification in Graph Representation Learning via Generative Approach21 Mar 2024 0 repositories listed
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Graph Partial Label Learning with Potential Cause Discovering18 Mar 2024 0 repositories listed
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SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning11 Mar 2024 0 repositories listed
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Control-based Graph Embeddings with Data Augmentation for Contrastive Learning7 Mar 2024 0 repositories listed
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Robust Graph Structure Learning under Heterophily6 Mar 2024 0 repositories listed
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Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease5 Mar 2024 0 repositories listed
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A Survey on Temporal Knowledge Graph: Representation Learning and Applications2 Mar 2024 0 repositories listed
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Negative Sampling in Knowledge Graph Representation Learning: A Review29 Feb 2024 0 repositories listed
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LocalGCL: Local-aware Contrastive Learning for Graphs27 Feb 2024 0 repositories listed
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Hyperdimensional Representation Learning for Node Classification and Link Prediction26 Feb 2024 0 repositories listed
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Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation16 Feb 2024 0 repositories listed
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Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning16 Feb 2024 0 repositories listed
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Position: Topological Deep Learning is the New Frontier for Relational Learning14 Feb 2024 0 repositories listed
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ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning9 Feb 2024 0 repositories listed
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On provable privacy vulnerabilities of graph representations6 Feb 2024 0 repositories listed
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EXGC: Bridging Efficiency and Explainability in Graph Condensation5 Feb 2024 0 repositories listed
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Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques4 Feb 2024 0 repositories listed
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31 Jan 2024 0 repositories listed
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GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling29 Jan 2024 0 repositories listed
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EMP: Effective Multidimensional Persistence for Graph Representation Learning24 Jan 2024 0 repositories listed
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Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation15 Jan 2024 0 repositories listed
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Tensor Graph Convolutional Network for Dynamic Graph Representation Learning13 Jan 2024 0 repositories listed
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Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks7 Jan 2024 0 repositories listed
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Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition28 Dec 2023 0 repositories listed
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Domain Adaptive Graph Classification21 Dec 2023 0 repositories listed
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scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data16 Dec 2023 0 repositories listed
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Dynamic Spiking Framework for Graph Neural Networks15 Dec 2023 0 repositories listed
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Symmetry Breaking and Equivariant Neural Networks14 Dec 2023 0 repositories listed
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EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning12 Dec 2023 0 repositories listed
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Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning9 Dec 2023 0 repositories listed
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Understanding Community Bias Amplification in Graph Representation Learning8 Dec 2023 0 repositories listed
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HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning4 Dec 2023 0 repositories listed
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Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers4 Dec 2023 0 repositories listed
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HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers30 Nov 2023 0 repositories listed
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Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes21 Nov 2023 0 repositories listed
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Classification of developmental and brain disorders via graph convolutional aggregation13 Nov 2023 0 repositories listed
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Temporal Graph Representation Learning with Adaptive Augmentation Contrastive7 Nov 2023 0 repositories listed
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HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification6 Nov 2023 0 repositories listed
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Graph Representation Learning for Infrared and Visible Image Fusion1 Nov 2023 0 repositories listed
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Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning31 Oct 2023 0 repositories listed
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Privacy-preserving design of graph neural networks with applications to vertical federated learning31 Oct 2023 0 repositories listed
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A Causal Disentangled Multi-Granularity Graph Classification Method25 Oct 2023 0 repositories listed
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Knowledge-Induced Medicine Prescribing Network for Medication Recommendation23 Oct 2023 0 repositories listed
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Spectral-Aware Augmentation for Enhanced Graph Representation Learning20 Oct 2023 0 repositories listed
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Graph AI in Medicine20 Oct 2023 0 repositories listed
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Self-supervision meets kernel graph neural models: From architecture to augmentations17 Oct 2023 0 repositories listed
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17 Oct 2023 0 repositories listed
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SGA: A Graph Augmentation Method for Signed Graph Neural Networks15 Oct 2023 0 repositories listed
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Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation14 Oct 2023 0 repositories listed
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An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Traveling Salesman Problems10 Oct 2023 0 repositories listed
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A Unified View on Neural Message Passing with Opinion Dynamics for Social Networks2 Oct 2023 0 repositories listed
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Graph Representation Learning Towards Patents Network Analysis25 Sep 2023 0 repositories listed
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Deep Prompt Tuning for Graph Transformers18 Sep 2023 0 repositories listed
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Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning8 Sep 2023 0 repositories listed
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Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference6 Sep 2023 0 repositories listed
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Graph Self-Contrast Representation Learning5 Sep 2023 0 repositories listed
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Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability1 Sep 2023 0 repositories listed
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Contrastive Representation Learning Based on Multiple Node-centered Subgraphs31 Aug 2023 0 repositories listed
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RESTORE: Graph Embedding Assessment Through Reconstruction28 Aug 2023 0 repositories listed
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Semantic Graph Representation Learning for Handwritten Mathematical Expression Recognition21 Aug 2023 0 repositories listed
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OCTAL: Graph Representation Learning for LTL Model Checking19 Aug 2023 0 repositories listed
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The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field19 Aug 2023 0 repositories listed
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Local Structure-aware Graph Contrastive Representation Learning7 Aug 2023 0 repositories listed
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Graph Contrastive Learning with Generative Adversarial Network1 Aug 2023 0 repositories listed
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From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs17 Jul 2023 0 repositories listed
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DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training14 Jul 2023 0 repositories listed
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Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective24 Jun 2023 0 repositories listed
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Directional diffusion models for graph representation learning22 Jun 2023 0 repositories listed
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Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method20 Jun 2023 0 repositories listed
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Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions18 Jun 2023 0 repositories listed
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Mixed-Curvature Transformers for Graph Representation Learning papersreview18 Jun 2023 0 repositories listed
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Self-supervised Learning and Graph Classification under Heterophily14 Jun 2023 0 repositories listed
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CARL-G: Clustering-Accelerated Representation Learning on Graphs12 Jun 2023 0 repositories listed
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Virtual Node Tuning for Few-shot Node Classification9 Jun 2023 0 repositories listed
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CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification8 Jun 2023 0 repositories listed
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PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation7 Jun 2023 0 repositories listed
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Graph-Level Embedding for Time-Evolving Graphs1 Jun 2023 0 repositories listed
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GIMM: InfoMin-Max for Automated Graph Contrastive Learning27 May 2023 0 repositories listed
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Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention22 May 2023 0 repositories listed
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Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs22 May 2023 0 repositories listed
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Neural Oscillators are Universal15 May 2023 0 repositories listed
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Semantic Random Walk for Graph Representation Learning in Attributed Graphs11 May 2023 0 repositories listed
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Dynamic Graph Representation Learning for Depression Screening with Transformer10 May 2023 0 repositories listed
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AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning5 May 2023 0 repositories listed
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Hierarchical Transformer for Scalable Graph Learning4 May 2023 0 repositories listed
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Capturing Fine-grained Semantics in Contrastive Graph Representation Learning23 Apr 2023 0 repositories listed
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Dynamic Graph Representation Learning via Edge Temporal States Modeling and Structure-reinforced Transformer20 Apr 2023 0 repositories listed
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Accurate and Definite Mutational Effect Prediction with Lightweight Equivariant Graph Neural Networks13 Apr 2023 0 repositories listed
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Dynamic Graph Representation Learning with Neural Networks: A Survey12 Apr 2023 0 repositories listed
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A Comprehensive Survey on Deep Graph Representation Learning11 Apr 2023 0 repositories listed
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Graph Representation Learning for Interactive Biomolecule Systems5 Apr 2023 0 repositories listed
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Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment4 Apr 2023 0 repositories listed
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FMGNN: Fused Manifold Graph Neural Network3 Apr 2023 0 repositories listed
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A Survey on Malware Detection with Graph Representation Learning28 Mar 2023 0 repositories listed
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Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering21 Mar 2023 0 repositories listed
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Category-Level Multi-Part Multi-Joint 3D Shape Assembly10 Mar 2023 0 repositories listed
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Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework9 Mar 2023 0 repositories listed