conftrace_

node embedding

127 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) representation learning (6206) graph embedding (349) node classification (482) graph representation (360) graph representation learning (246) message passing (579) random walk (161) network embedding (111)

Papers

Breaking One-Size-Fits-All: Revisiting Out-of-Distribution Detection on Graphs Under Diverse Distribution Shifts AAAI 2026
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation ACL 2025
Weighted Embeddings for Low-Dimensional Graph Representation AAAI 2025
Deep Multi-modal Graph Clustering via Graph Transformer Network AAAI 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025
WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025
Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025
A Centrality-based Graph Learning Framework IJCAI 2025
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NIPS 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NIPS 2024
Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering AAAI 2024
Towards Dynamic Message Passing on Graphs NIPS 2024
Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024
Label Attentive Distillation for GNN-Based Graph Classification AAAI 2024
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NIPS 2024
Pure Message Passing Can Estimate Common Neighbor for Link Prediction NIPS 2024
Kernel Readout for Graph Neural Networks IJCAI 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024
An Impossibility Theorem for Node Embedding AISTATS 2024
Learning Representations for Hierarchies with Minimal Support NIPS 2024
Graph Edit Distance with General Costs Using Neural Set Divergence NIPS 2024