AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Haoyu, Tsang, Hong Ting, Bai, Jiaxin, Peng, Xi, Zhang, Gong, Song, Yangqiu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
by: Tsang, Hong Ting, et al.
Published: (2025)
by: Tsang, Hong Ting, et al.
Published: (2025)
Transformers for Complex Query Answering over Knowledge Hypergraphs
by: Tsang, Hong Ting, et al.
Published: (2025)
by: Tsang, Hong Ting, et al.
Published: (2025)
DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning
by: Huang, Haoyu, et al.
Published: (2026)
by: Huang, Haoyu, et al.
Published: (2026)
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025)
by: Bai, Jiaxin, et al.
Published: (2025)
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
by: Zheng, Tianshi, et al.
Published: (2025)
by: Zheng, Tianshi, et al.
Published: (2025)
KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning
by: Gao, Yisen, et al.
Published: (2026)
by: Gao, Yisen, et al.
Published: (2026)
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)
by: Bai, Jiaxin, et al.
Published: (2023)
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
by: Zheng, Tianshi, et al.
Published: (2024)
by: Zheng, Tianshi, et al.
Published: (2024)
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation
by: Xiao, Qiao, et al.
Published: (2025)
by: Xiao, Qiao, et al.
Published: (2025)
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training
by: Xie, Zhongwei, et al.
Published: (2026)
by: Xie, Zhongwei, et al.
Published: (2026)
FactNet: A Billion-Scale Knowledge Graph for Multilingual Factual Grounding
by: Shen, Yingli, et al.
Published: (2026)
by: Shen, Yingli, et al.
Published: (2026)
NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
by: Fei, Weizhi, et al.
Published: (2025)
by: Fei, Weizhi, et al.
Published: (2025)
Intention Knowledge Graph Construction for User Intention Relation Modeling
by: Bai, Jiaxin, et al.
Published: (2024)
by: Bai, Jiaxin, et al.
Published: (2024)
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
by: Zhang, Liyu, et al.
Published: (2024)
by: Zhang, Liyu, et al.
Published: (2024)
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
by: Zheng, Tianshi, et al.
Published: (2024)
by: Zheng, Tianshi, et al.
Published: (2024)
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding
by: Lau, Ching Ming Samuel, et al.
Published: (2024)
by: Lau, Ching Ming Samuel, et al.
Published: (2024)
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs
by: Su, Ying, et al.
Published: (2024)
by: Su, Ying, et al.
Published: (2024)
CodeGraph: Enhancing Graph Reasoning of LLMs with Code
by: Cai, Qiaolong, et al.
Published: (2024)
by: Cai, Qiaolong, et al.
Published: (2024)
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
by: Fang, Tianqing, et al.
Published: (2024)
by: Fang, Tianqing, et al.
Published: (2024)
Can LLMs be Good Graph Judge for Knowledge Graph Construction?
by: Huang, Haoyu, et al.
Published: (2024)
by: Huang, Haoyu, et al.
Published: (2024)
Understanding Inter-Session Intentions via Complex Logical Reasoning
by: Bai, Jiaxin, et al.
Published: (2023)
by: Bai, Jiaxin, et al.
Published: (2023)
FLAME: Empowering Frozen LLMs for Knowledge Graph Completion
by: Xue, Bo, et al.
Published: (2024)
by: Xue, Bo, et al.
Published: (2024)
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
by: Zong, Qing, et al.
Published: (2024)
by: Zong, Qing, et al.
Published: (2024)
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
by: Xu, Baixuan, et al.
Published: (2025)
by: Xu, Baixuan, et al.
Published: (2025)
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
by: Jiayang, Cheng, et al.
Published: (2024)
by: Jiayang, Cheng, et al.
Published: (2024)
PatchWorld: Gradient-Free Optimization of Executable World Models
by: Bai, Jiaxin, et al.
Published: (2026)
by: Bai, Jiaxin, et al.
Published: (2026)
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
by: Su, Ying, et al.
Published: (2024)
by: Su, Ying, et al.
Published: (2024)
Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs
by: Tan, Bowen, et al.
Published: (2025)
by: Tan, Bowen, et al.
Published: (2025)
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)
RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation
by: Xu, Ran, et al.
Published: (2025)
by: Xu, Ran, et al.
Published: (2025)
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation
by: Ma, Shengjie, et al.
Published: (2024)
by: Ma, Shengjie, et al.
Published: (2024)
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
by: He, Mutian, et al.
Published: (2022)
by: He, Mutian, et al.
Published: (2022)
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
by: Wang, Weiqi, et al.
Published: (2024)
by: Wang, Weiqi, et al.
Published: (2024)
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance
by: Li, Haoran, et al.
Published: (2026)
by: Li, Haoran, et al.
Published: (2026)
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling
by: Shi, Haochen, et al.
Published: (2025)
by: Shi, Haochen, et al.
Published: (2025)
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation
by: Chen, Yen-Shan, et al.
Published: (2024)
by: Chen, Yen-Shan, et al.
Published: (2024)
Leveraging KV Similarity for Online Structured Pruning in LLMs
by: Lee, Jungmin, et al.
Published: (2025)
by: Lee, Jungmin, et al.
Published: (2025)
CriticalKV: Optimizing KV Cache Eviction from an Output Perturbation Perspective
by: Feng, Yuan, et al.
Published: (2025)
by: Feng, Yuan, et al.
Published: (2025)
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs
by: Liu, Shuyi, et al.
Published: (2025)
by: Liu, Shuyi, et al.
Published: (2025)
Similar Items
-
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
by: Tsang, Hong Ting, et al.
Published: (2025) -
Transformers for Complex Query Answering over Knowledge Hypergraphs
by: Tsang, Hong Ting, et al.
Published: (2025) -
DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning
by: Huang, Haoyu, et al.
Published: (2026) -
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025) -
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
by: Zheng, Tianshi, et al.
Published: (2025)