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Graph Embeddings

214 directly classified papers

Papers per year

Papers

Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity AAAI 2026
PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos CVPR 2025
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025
GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
Croppable Knowledge Graph Embedding ACL 2025
Higher-order Logical Knowledge Representation Learning IJCAI 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) AAAI 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025
Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025
Microstructures and Accuracy of Graph Recall by Large Language Models NIPS 2024
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NIPS 2024
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding AAAI 2024
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024
Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval IJCAI 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024