conftrace_

knowledge graph reasoning

80 papers

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Also known as

KG REASONING KGR

Co-occurring keywords

temporal knowledge graph (134) knowledge graph (1837) graph neural network (3962) link prediction (624) multi-hop reasoning (423) reinforcement learning (4352) large language model (13587) question answering (2963) knowledge graph completion (240) temporal reasoning (313)

Papers

SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs ACL 2026
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation AAAI 2026
GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs AAAI 2026
PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models AAAI 2026
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval ACL 2026
MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning ACL 2026
SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models ACL 2026
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026
Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025
DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning EMNLP 2025
A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning EMNLP 2025
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search ACL 2025
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024