Towards Foundation Model on Temporal Knowledge Graph Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Jiaxin, Nayyeri, Mojtaba, Mohammed, Osama, Hernandez, Daniel, Zhang, Rongchuan, Cheng, Cheng, Staab, Steffen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning
by: Mohammed, Osama, et al.
Published: (2025)
by: Mohammed, Osama, et al.
Published: (2025)
Geometric Structural Knowledge Graph Foundation Model
by: Xin, Ling, et al.
Published: (2025)
by: Xin, Ling, et al.
Published: (2025)
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
by: Arun, Arvindh, et al.
Published: (2025)
by: Arun, Arvindh, et al.
Published: (2025)
Expanding Expressivity in Transformer Models with MöbiusAttention
by: Halacheva, Anna-Maria, et al.
Published: (2024)
by: Halacheva, Anna-Maria, et al.
Published: (2024)
Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks
by: Wu, Jingcheng, et al.
Published: (2026)
by: Wu, Jingcheng, et al.
Published: (2026)
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic Reasoning
by: Azarafza, Mehdi, et al.
Published: (2025)
by: Azarafza, Mehdi, et al.
Published: (2025)
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs
by: He, Yunjie, et al.
Published: (2023)
by: He, Yunjie, et al.
Published: (2023)
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving
by: Azarafza, Mehdi, et al.
Published: (2024)
by: Azarafza, Mehdi, et al.
Published: (2024)
Leveraging Graph Structure in Seq2Seq Models for Knowledge Graph Link Prediction
by: Phuc, Luu Huu, et al.
Published: (2026)
by: Phuc, Luu Huu, et al.
Published: (2026)
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
by: Zhu, Yuqicheng, et al.
Published: (2024)
by: Zhu, Yuqicheng, et al.
Published: (2024)
Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning
by: He, Yunjie, et al.
Published: (2024)
by: He, Yunjie, et al.
Published: (2024)
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
by: Zhu, Yuqicheng, et al.
Published: (2024)
by: Zhu, Yuqicheng, et al.
Published: (2024)
eSPARQL: Representing and Reconciling Agnostic and Atheistic Beliefs in RDF-star Knowledge Graphs
by: Pan, Xinyi, et al.
Published: (2024)
by: Pan, Xinyi, et al.
Published: (2024)
Retrieval-Augmented Generation of Ontologies from Relational Databases
by: Nayyeri, Mojtaba, et al.
Published: (2025)
by: Nayyeri, Mojtaba, et al.
Published: (2025)
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
by: Zhu, Yuqicheng, et al.
Published: (2025)
by: Zhu, Yuqicheng, et al.
Published: (2025)
Towards Foundation Models for Knowledge Graph Reasoning
by: Galkin, Mikhail, et al.
Published: (2023)
by: Galkin, Mikhail, et al.
Published: (2023)
Conformalized Answer Set Prediction for Knowledge Graph Embedding
by: Zhu, Yuqicheng, et al.
Published: (2024)
by: Zhu, Yuqicheng, et al.
Published: (2024)
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
by: Zhou, Dongzhuoran, et al.
Published: (2025)
by: Zhou, Dongzhuoran, et al.
Published: (2025)
F -- A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite
by: Scherp, Ansgar, et al.
Published: (2024)
by: Scherp, Ansgar, et al.
Published: (2024)
AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code
by: Fathallah, Nadeen, et al.
Published: (2025)
by: Fathallah, Nadeen, et al.
Published: (2025)
GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge
by: Zhou, Dongzhuoran, et al.
Published: (2025)
by: Zhou, Dongzhuoran, et al.
Published: (2025)
From Tokens to Lattices: Emergent Lattice Structures in Language Models
by: Xiong, Bo, et al.
Published: (2025)
by: Xiong, Bo, et al.
Published: (2025)
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation
by: Chen, Kai, et al.
Published: (2024)
by: Chen, Kai, et al.
Published: (2024)
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
by: Zhou, Dongzhuoran, et al.
Published: (2025)
by: Zhou, Dongzhuoran, et al.
Published: (2025)
Towards Better Evolution Modeling for Temporal Knowledge Graphs
by: Jiasheng, Zhang, et al.
Published: (2026)
by: Jiasheng, Zhang, et al.
Published: (2026)
Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph
by: Fang, Zhiyu, et al.
Published: (2024)
by: Fang, Zhiyu, et al.
Published: (2024)
Generating Graph-like Rules for Knowledge Graph Reasoning via Diffusion Models
by: Cheng, Haoxiang, et al.
Published: (2026)
by: Cheng, Haoxiang, et al.
Published: (2026)
LLMs4Life: Large Language Models for Ontology Learning in Life Sciences
by: Fathallah, Nadeen, et al.
Published: (2024)
by: Fathallah, Nadeen, et al.
Published: (2024)
Empowering the Deaf and Hard of Hearing Community: Enhancing Video Captions Using Large Language Models
by: Fathallah, Nadeen, et al.
Published: (2024)
by: Fathallah, Nadeen, et al.
Published: (2024)
T3DM: Test-Time Training-Guided Distribution Shift Modelling for Temporal Knowledge Graph Reasoning
by: Si, Yuehang, et al.
Published: (2025)
by: Si, Yuehang, et al.
Published: (2025)
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
by: Luo, Linhao, et al.
Published: (2025)
by: Luo, Linhao, et al.
Published: (2025)
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
by: Ni, Bo, et al.
Published: (2024)
by: Ni, Bo, et al.
Published: (2024)
Strikingness-Aware Evaluation for Temporal Knowledge Graph Reasoning
by: Huang, Rikui, et al.
Published: (2026)
by: Huang, Rikui, et al.
Published: (2026)
Timo: Towards Better Temporal Reasoning for Language Models
by: Su, Zhaochen, et al.
Published: (2024)
by: Su, Zhaochen, et al.
Published: (2024)
Robust Knowledge Extraction from Large Language Models using Social Choice Theory
by: Potyka, Nico, et al.
Published: (2023)
by: Potyka, Nico, et al.
Published: (2023)
Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs
by: Hou, Zhongni, et al.
Published: (2025)
by: Hou, Zhongni, et al.
Published: (2025)
From Shapes to Shapes: Inferring SHACL Shapes for Results of SPARQL CONSTRUCT Queries (Extended Version)
by: Seifer, Philipp, et al.
Published: (2024)
by: Seifer, Philipp, et al.
Published: (2024)
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
by: Luo, Linhao, et al.
Published: (2023)
by: Luo, Linhao, et al.
Published: (2023)
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model
by: Gao, Yisen, et al.
Published: (2025)
by: Gao, Yisen, et al.
Published: (2025)
Overcoming Knowledge Discrepancies: Structuring Reasoning Threads through Knowledge Balancing in Interactive Scenarios
by: Burkhardt, Daniel, et al.
Published: (2025)
by: Burkhardt, Daniel, et al.
Published: (2025)
Similar Items
-
Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning
by: Mohammed, Osama, et al.
Published: (2025) -
Geometric Structural Knowledge Graph Foundation Model
by: Xin, Ling, et al.
Published: (2025) -
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
by: Arun, Arvindh, et al.
Published: (2025) -
Expanding Expressivity in Transformer Models with MöbiusAttention
by: Halacheva, Anna-Maria, et al.
Published: (2024) -
Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks
by: Wu, Jingcheng, et al.
Published: (2026)