:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Liu, Yinan, Xu, Wenjin, Zha, Zhiyuan, Yang, Xiaochun, Wang, Bin
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2605.27023
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation
by: Lin, Dongying, et al.
Published: (2026)

Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models
by: Liu, Yinan, et al.
Published: (2026)

DiagLink: A Dual-User Diagnostic Assistance System by Synergizing Experts with LLMs and Knowledge Graphs
by: Zhou, Zihan, et al.
Published: (2026)

Diversified and Adaptive Negative Sampling on Knowledge Graphs
by: Liu, Ran, et al.
Published: (2024)

Boosting Protein Language Models with Negative Sample Mining
by: Xu, Yaoyao, et al.
Published: (2024)

KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning
by: Wang, Shuai, et al.
Published: (2026)

KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning
by: Wang, Shuai, et al.
Published: (2026)

Three Kinds of Negation in Knowledge and Their Mathematical Foundations
by: Pan, Zhenghua, et al.
Published: (2025)

Negative Sampling in Knowledge Graph Representation Learning: A Review
by: Madushanka, Tiroshan, et al.
Published: (2024)

Topology-Aware Reasoning over Incomplete Knowledge Graph with Graph-Based Soft Prompting
by: Wang, Shuai, et al.
Published: (2026)

DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion
by: Li, Haoning, et al.
Published: (2025)

Universal Actions for Enhanced Embodied Foundation Models
by: Zheng, Jinliang, et al.
Published: (2025)

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
by: Duan, Shitong, et al.
Published: (2024)

Knowledge Graph-Enhanced Large Language Models via Path Selection
by: Liu, Haochen, et al.
Published: (2024)

Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling
by: Zheng, Guangmin, et al.
Published: (2024)

KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning
by: Gao, Yisen, et al.
Published: (2026)

Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion
by: Niu, Guanglin, et al.
Published: (2025)

GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
by: Zhu, Yun, et al.
Published: (2024)

Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation
by: Zhao, Chu, et al.
Published: (2025)

Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation
by: Gan, Yanglei, et al.
Published: (2026)

Towards Foundation Model on Temporal Knowledge Graph Reasoning
by: Pan, Jiaxin, et al.
Published: (2025)

GraphDC: A Divide-and-Conquer Multi-Agent System for Scalable Graph Algorithm Reasoning
by: Li, Wenjin, et al.
Published: (2026)

AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models
by: Zhang, Yongheng, et al.
Published: (2024)

DomAgent: Leveraging Knowledge Graphs and Case-Based Reasoning for Domain-Specific Code Generation
by: Wang, Shuai, et al.
Published: (2026)

Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
by: Wang, Kai, et al.
Published: (2024)

Towards Foundation Models for Knowledge Graph Reasoning
by: Galkin, Mikhail, et al.
Published: (2023)

Geometric Structural Knowledge Graph Foundation Model
by: Xin, Ling, et al.
Published: (2025)

How Expressive are Knowledge Graph Foundation Models?
by: Huang, Xingyue, et al.
Published: (2025)

Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models
by: Bernardi, Alberto, et al.
Published: (2024)

iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
by: Wang, Shuai, et al.
Published: (2025)

PDZSeg: Adapting the Foundation Model for Dissection Zone Segmentation with Visual Prompts in Robot-assisted Endoscopic Submucosal Dissection
by: Xu, Mengya, et al.
Published: (2024)

KnowGPT: Knowledge Graph based Prompting for Large Language Models
by: Zhang, Qinggang, et al.
Published: (2023)

RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation
by: Liao, Weibin, et al.
Published: (2024)

Momentum Contrastive Learning with Enhanced Negative Sampling and Hard Negative Filtering
by: Hoang, Duy, et al.
Published: (2025)

Mastering Negation: Boosting Grounding Models via Grouped Opposition-Based Learning
by: Yang, Zesheng, et al.
Published: (2026)

A*Net and NBFNet Learn Negative Patterns on Knowledge Graphs
by: Betz, Patrick, et al.
Published: (2024)

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
by: Wang, Fali, et al.
Published: (2024)

HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses
by: Jiang, Xinke, et al.
Published: (2023)

Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling
by: Xing, Jinming, et al.
Published: (2024)

Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment
by: Wang, Shuo, et al.
Published: (2025)