conftrace_

graph representation

360 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) graph representation learning (246) node classification (482) link prediction (624) contrastive learning (4032) knowledge graph (1837) large language model (13587) network embedding (111) self-supervised learning (3777)

Papers

Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026
Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026
T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs AAAI 2026
Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization AAAI 2026
CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness AAAI 2026
De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026
Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure AAAI 2026
Learning Heuristic Functions for HTN Planning AAAI 2026
Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026
Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning ACL 2026
Gated Variational Graph Autoencoders as Experts with Competition and Consensus for Multi-view Clustering AAAI 2026
Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection WACV 2026
HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning AAAI 2026
Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025
Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Graph-Structured Trajectory Extraction from Travelogues ACL 2025
Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation NAACL 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location AAAI 2025
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025