Methods › Graphs › Graph Embeddings › LapEigen

Laplacian EigenMap

LapEigen

297 papers tagged archive 2025-07-28

Introduced by Mikhail Belkin and Partha Niyogi in Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 297, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• H²GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs
  10 Jun 2025 · 0 repositories · arXiv:2506.08298
• HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning
  10 Jun 2025 · 0 repositories · arXiv:2506.08580
• Quantum Graph Transformer for NLP Sentiment Classification
  9 Jun 2025 · 0 repositories · arXiv:2506.07937
• OpenGT: A Comprehensive Benchmark For Graph Transformers
  5 Jun 2025 · 1 repository · arXiv:2506.04765
• Learning Pyramid-structured Long-range Dependencies for 3D Human Pose Estimation
  3 Jun 2025 · 1 repository · arXiv:2506.02853
• Relational Graph Transformer
  16 May 2025 · 1 repository · arXiv:2505.10960
  Syntology ran 1 of 4 samples · 3 unverified
• All You Need Is Synthetic Task Augmentation
  15 May 2025 · 0 repositories · arXiv:2505.10120
• SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm
  13 May 2025 · 0 repositories · arXiv:2505.08547
• Structural-Temporal Coupling Anomaly Detection with Dynamic Graph Transformer
  13 May 2025 · 1 repository · arXiv:2505.08330
• Fused3S: Fast Sparse Attention on Tensor Cores
  12 May 2025 · 1 repository · arXiv:2505.08098
• Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-Attention
  21 Apr 2025 · 1 repository · arXiv:2504.15075
• HAECcity: Open-Vocabulary Scene Understanding of City-Scale Point Clouds with Superpoint Graph Clustering
  18 Apr 2025 · 0 repositories · arXiv:2504.13590
• GT-SVQ: A Linear-Time Graph Transformer for Node Classification Using Spiking Vector Quantization
  16 Apr 2025 · 1 repository · arXiv:2504.11840
• Towards A Universal Graph Structural Encoder
  15 Apr 2025 · 0 repositories · arXiv:2504.10917
• Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis
  13 Apr 2025 · 0 repositories · arXiv:2504.09427
• NetTAG: A Multimodal RTL-and-Layout-Aligned Netlist Foundation Model via Text-Attributed Graph
  12 Apr 2025 · 1 repository · arXiv:2504.09260
• Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems
  8 Apr 2025 · 0 repositories · arXiv:2504.10500
• Graphs are everywhere -- Psst! In Music Recommendation too
  3 Apr 2025 · 0 repositories · arXiv:2504.02598
• Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change
  31 Mar 2025 · 0 repositories · arXiv:2504.03727
• TacticExpert: Spatial-Temporal Graph Language Model for Basketball Tactics
  13 Mar 2025 · 0 repositories · arXiv:2503.10722
• FMCHS: Advancing Traditional Chinese Medicine Herb Recommendation with Fusion of Multiscale Correlations of Herbs and Symptoms
  7 Mar 2025 · 0 repositories · arXiv:2503.05167
• Graph Transformer with Disease Subgraph Positional Encoding for Improved Comorbidity Prediction
  4 Mar 2025 · 1 repository · arXiv:2503.03046
• Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous Driving
  23 Feb 2025 · 1 repository · arXiv:2502.16589
• Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation
  21 Feb 2025 · 1 repository · arXiv:2502.15331
• Capturing Rich Behavior Representations: A Dynamic Action Semantic-Aware Graph Transformer for Video Captioning
  19 Feb 2025 · 0 repositories · arXiv:2502.13754
• GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
  17 Feb 2025 · 0 repositories · arXiv:2502.11471
• Towards Mechanistic Interpretability of Graph Transformers via Attention Graphs
  17 Feb 2025 · 1 repository · arXiv:2502.12352
• Biologically Plausible Brain Graph Transformer
  13 Feb 2025 · 1 repository · arXiv:2502.08958
  Syntology ran 3 of 8 samples · 5 unverified · 8 pointer-only (licence)
• Deep Semantic Graph Learning via LLM based Node Enhancement
  11 Feb 2025 · 0 repositories · arXiv:2502.07982
• MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification
  6 Feb 2025 · 1 repository · arXiv:2502.04515

Tasks archive 2025-07-28

20 shown of 276 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections