conftrace_

graph autoencoder

39 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) variational inference (2069) graph convolutional network (658) unsupervised learning (3264) variational autoencoder (1288) graph representation (360) graph representation learning (246) graph anomaly detection (38) contrastive learning (4032)

Papers

Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering AAAI 2026
MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026
SFGA: Similarity-Constrained Fusion Learning for Unsupervised Anomaly Detection in Multiplex Graphs AAAI 2026
DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025
MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025
Semantic Enhanced Heterogeneous Hypergraph Network for Collaborative Filtering AAAI 2025
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy NIPS 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NIPS 2024
GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking AAAI 2024
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024
Contrastive and View-Interaction Structure Learning for Multi-view Clustering IJCAI 2024
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024
EGG-GAE: scalable graph neural networks for tabular data imputation AISTATS 2023
Learning Representations without Compositional Assumptions ICML 2023
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder AAAI 2023
Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023
Reconstructing Humpty Dumpty: Multi-Feature Graph Autoencoder for Open Set Action Recognition WACV 2023
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023
Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks AAAI 2023
Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision AAAI 2023
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules NIPS 2023
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes NIPS 2023
Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022