Copertina

MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Duzhen, Wang, Zixiao, Li, Zhong-Zhi, Yu, Yahan, Jia, Shuncheng, Dong, Jiahua, Xu, Haotian, Wu, Xing, Zhang, Yingying, Zhang, Tielin, Yang, Jie, Chen, Xiuying, Song, Le
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Tuning Synaptic Connections instead of Weights by Genetic Algorithm in Spiking Policy Network
di: Zhang, Duzhen, et al.
Pubblicazione: (2022)

Federated Incremental Named Entity Recognition
di: Zhang, Duzhen, et al.
Pubblicazione: (2024)

Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
di: Wang, Zixiao, et al.
Pubblicazione: (2025)

Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning
di: Zhang, Duzhen, et al.
Pubblicazione: (2024)

UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction
di: Ning, Yansong, et al.
Pubblicazione: (2024)

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
di: Zhang, Duzhen, et al.
Pubblicazione: (2025)

Information-Theoretic Complementary Prompts for Improved Continual Text Classification
di: Zhang, Duzhen, et al.
Pubblicazione: (2025)

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
di: Zheng, Junhao, et al.
Pubblicazione: (2025)

Revisiting Continual Semantic Segmentation with Pre-trained Vision Models
di: Zhang, Duzhen, et al.
Pubblicazione: (2025)

MM-LLMs: Recent Advances in MultiModal Large Language Models
di: Zhang, Duzhen, et al.
Pubblicazione: (2024)

A Spatio-Temporal Hybrid Quantum-Classical Graph Convolutional Neural Network Approach for Urban Taxi Destination Prediction
di: Zhang, Xiuying, et al.
Pubblicazione: (2025)

Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
di: Mai, Xinji, et al.
Pubblicazione: (2025)

BioXArena: Benchmarking LLM Agents on Multi-Modal Biomedical Machine Learning Tasks
di: Li, Loka, et al.
Pubblicazione: (2026)

MemR$^3$: Memory Retrieval via Reflective Reasoning for LLM Agents
di: Du, Xingbo, et al.
Pubblicazione: (2025)

MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
di: Chen, Zhi, et al.
Pubblicazione: (2026)

Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition
di: Zhang, Duzhen, et al.
Pubblicazione: (2025)

MedExAgent: Training LLM Agents to Ask, Examine, and Diagnose in Noisy Clinical Environments
di: Gao, Yicheng, et al.
Pubblicazione: (2026)

Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding
di: Li, Linyu, et al.
Pubblicazione: (2025)

STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
di: Zhao, Shuyuan, et al.
Pubblicazione: (2026)

EXG: Self-Evolving Agents with Experience Graphs
di: Jin, Yuxin, et al.
Pubblicazione: (2026)

Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability
di: Zhang, Jiasheng, et al.
Pubblicazione: (2024)

Automatic Knowledge Graph Construction for Judicial Cases
di: Zhou, Jie, et al.
Pubblicazione: (2024)

MedG-KRP: Medical Graph Knowledge Representation Probing
di: Rosenbaum, Gabriel R., et al.
Pubblicazione: (2024)

MedCEG: Reinforcing Verifiable Medical Reasoning with Critical Evidence Graph
di: Mu, Linjie, et al.
Pubblicazione: (2025)

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
di: Onyame, Eric, et al.
Pubblicazione: (2026)

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph
di: Wang, Xiaochen, et al.
Pubblicazione: (2025)

MedSpeak: A Knowledge Graph-Aided ASR Error Correction Framework for Spoken Medical QA
di: Song, Yutong, et al.
Pubblicazione: (2026)

Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks
di: Zheng, Tianyu, et al.
Pubblicazione: (2024)

MedS$^3$: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
di: Jiang, Shuyang, et al.
Pubblicazione: (2025)

UI-Evol: Automatic Knowledge Evolving for Computer Use Agents
di: Zhang, Ziyun, et al.
Pubblicazione: (2025)

MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding
di: Wu, Jiageng, et al.
Pubblicazione: (2024)

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient
di: Li, Yanzeng, et al.
Pubblicazione: (2024)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
di: Tang, Xiangru, et al.
Pubblicazione: (2023)

Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction
di: Ye, Hongbin, et al.
Pubblicazione: (2023)

Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
di: Rezaei, Mohammad Reza, et al.
Pubblicazione: (2025)

MedCore: Boundary-Preserving Medical Core Pruning for MedSAM
di: Zhang, Cenwei, et al.
Pubblicazione: (2026)

GraphDiffMed: Knowledge-Constrained Differential Attention with Pharmacological Graph Priors for Medication Recommendation
di: Saxena, Krati, et al.
Pubblicazione: (2026)

Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion
di: Zhang, Jiasheng, et al.
Pubblicazione: (2024)

MedKCO: Medical Vision-Language Pretraining via Knowledge-Driven Cognitive Orchestration
di: Zhang, Chenran, et al.
Pubblicazione: (2026)

Temporal Reasoning with Large Language Models Augmented by Evolving Knowledge Graphs
di: Lin, Junhong, et al.
Pubblicazione: (2025)