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2408.09189
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SA-GDA: Spectral Augmentation for Graph Domain Adaptation

v1v2 (latest)

SA-GDA: Spectral Augmentation for Graph Domain Adaptation

ACM Multimedia (ACM MM), 2023

17 August 2024

ArXiv (abs)PDF HTML Github

Papers citing "SA-GDA: Spectral Augmentation for Graph Domain Adaptation"

18 / 18 papers shown

Structure-Attribute Transformations with Markov Chain Boost Graph Domain Adaptation

Structure-Attribute Transformations with Markov Chain Boost Graph Domain Adaptation

153

0

0

25 Sep 2025

Geometry-Aware Spiking Graph Neural Network

Geometry-Aware Spiking Graph Neural Network

183

0

0

09 Aug 2025

SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation

SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation

257

2

0

07 Aug 2025

Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs

Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs

294

0

0

12 Jul 2025

Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation

Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation

336

1

0

09 Jul 2025

GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain
Adaptation

GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024

Ming Zhang

307

26

0

22 Oct 2024

Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation
Extraction in Long Sentences

Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences

224

1

0

15 Sep 2024

Entity-Aware Biaffine Attention Model for Improved Constituent Parsing
with Reduced Entity Violations

Entity-Aware Biaffine Attention Model for Improved Constituent Parsing with Reduced Entity Violations

Xinyi Bai

224

0

0

01 Sep 2024

Revisiting, Benchmarking and Understanding Unsupervised Graph Domain
Adaptation

Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation

360

11

0

09 Jul 2024

Core Knowledge Learning Framework for Graph Adaptation and Scalability
Learning

Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning

Bowen Zhang

Hu Huang

291

0

0

02 Jul 2024

Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection

Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection

263

0

0

23 Apr 2024

Test-Time Training on Graphs with Large Language Models (LLMs)

Test-Time Training on Graphs with Large Language Models (LLMs)

263

5

0

21 Apr 2024

Continuous Spiking Graph Neural Networks

Continuous Spiking Graph Neural Networks

Hitesh Laxmichand Patel

311

13

0

02 Apr 2024

Pairwise Alignment Improves Graph Domain Adaptation

Pairwise Alignment Improves Graph Domain Adaptation

470

26

0

02 Mar 2024

Graph Domain Adaptation: Challenges, Progress and Prospects

Graph Domain Adaptation: Challenges, Progress and Prospects

366

16

0

01 Feb 2024

Diffusion-Driven Generative Framework for Molecular Conformation
Prediction

Diffusion-Driven Generative Framework for Molecular Conformation Prediction

354

0

0

22 Dec 2023

Domain Adaptive Graph Classification

Domain Adaptive Graph Classification

243

4

0

21 Dec 2023

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph ClassificationInternational Conference on Machine Learning (ICML), 2023

C. L. Philip Chen

611

61

0

08 Jun 2023

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