Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Gao, Junqi, Zou, Xiang, Ai, YIng, Li, Dong, Niu, Yichen, Qi, Biqing, Liu, Jianxing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval
by: Li, Dong, et al.
Published: (2025)
by: Li, Dong, et al.
Published: (2025)
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Enhancing Adversarial Transferability via Information Bottleneck Constraints
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
by: Li, Dong, et al.
Published: (2024)
by: Li, Dong, et al.
Published: (2024)
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval
by: Wu, Xiaojun, et al.
Published: (2025)
by: Wu, Xiaojun, et al.
Published: (2025)
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling
by: Liu, Runze, et al.
Published: (2025)
by: Liu, Runze, et al.
Published: (2025)
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
by: Zhao, Jian, et al.
Published: (2025)
by: Zhao, Jian, et al.
Published: (2025)
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
by: Fu, Dayuan, et al.
Published: (2024)
by: Fu, Dayuan, et al.
Published: (2024)
GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning
by: Zeng, Biqing, et al.
Published: (2025)
by: Zeng, Biqing, et al.
Published: (2025)
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction
by: Ye, Hongbin, et al.
Published: (2023)
by: Ye, Hongbin, et al.
Published: (2023)
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
by: Chen, Zerui, et al.
Published: (2026)
by: Chen, Zerui, et al.
Published: (2026)
Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering
by: Zhu, Jiajun, et al.
Published: (2025)
by: Zhu, Jiajun, et al.
Published: (2025)
WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
by: Li, Fangyuan, et al.
Published: (2026)
by: Li, Fangyuan, et al.
Published: (2026)
TeachPro: Multi-Label Qualitative Teaching Evaluation via Cross-View Graph Synergy and Semantic Anchored Evidence Encoding
by: Wang, Xiangqian, et al.
Published: (2026)
by: Wang, Xiangqian, et al.
Published: (2026)
Counterfactual Graph for Multi-Agent LLM Calibration
by: Huang, Jiatan, et al.
Published: (2026)
by: Huang, Jiatan, et al.
Published: (2026)
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration
by: Li, Yihao, et al.
Published: (2024)
by: Li, Yihao, et al.
Published: (2024)
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
by: Gao, Junqi, et al.
Published: (2025)
by: Gao, Junqi, et al.
Published: (2025)
Agent-as-a-Graph: Knowledge Graph-Based Tool and Agent Retrieval for LLM Multi-Agent Systems
by: Nizar, Faheem, et al.
Published: (2025)
by: Nizar, Faheem, et al.
Published: (2025)
Investigating Deep Watermark Security: An Adversarial Transferability Perspective
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Adaptive Graph Pruning for Multi-Agent Communication
by: Li, Boyi, et al.
Published: (2025)
by: Li, Boyi, et al.
Published: (2025)
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
by: Han, Haoyu, et al.
Published: (2025)
by: Han, Haoyu, et al.
Published: (2025)
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering
by: Li, Qianlong, et al.
Published: (2024)
by: Li, Qianlong, et al.
Published: (2024)
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration
by: Yang, Yizhe, et al.
Published: (2025)
by: Yang, Yizhe, et al.
Published: (2025)
Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning
by: Zhang, Shenao, et al.
Published: (2025)
by: Zhang, Shenao, et al.
Published: (2025)
SMR: State Memory Replay for Long Sequence Modeling
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Interactive Continual Learning: Fast and Slow Thinking
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph
by: Hu, Jianpeng, et al.
Published: (2026)
by: Hu, Jianpeng, et al.
Published: (2026)
Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
by: Li, Songze, et al.
Published: (2025)
by: Li, Songze, et al.
Published: (2025)
MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
by: Van, Hung Pham, et al.
Published: (2026)
by: Van, Hung Pham, et al.
Published: (2026)
From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium
by: Yi, Xie, et al.
Published: (2025)
by: Yi, Xie, et al.
Published: (2025)
AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots
by: Zhao, Xinjie, et al.
Published: (2025)
by: Zhao, Xinjie, et al.
Published: (2025)
Grounding LLM Reasoning with Knowledge Graphs
by: Amayuelas, Alfonso, et al.
Published: (2025)
by: Amayuelas, Alfonso, et al.
Published: (2025)
CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
by: Yang, Zukang, et al.
Published: (2024)
by: Yang, Zukang, et al.
Published: (2024)
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Neutralizing Bias in LLM Reasoning using Entailment Graphs
by: Cheng, Liang, et al.
Published: (2025)
by: Cheng, Liang, et al.
Published: (2025)
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
by: Ji, Jiarui, et al.
Published: (2024)
by: Ji, Jiarui, et al.
Published: (2024)
Knowledge Graph-Assisted LLM Post-Training for Enhanced Legal Reasoning
by: Song, Dezhao, et al.
Published: (2026)
by: Song, Dezhao, et al.
Published: (2026)
Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data
by: Wu, Xue, et al.
Published: (2024)
by: Wu, Xue, et al.
Published: (2024)
Similar Items
-
T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval
by: Li, Dong, et al.
Published: (2025) -
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning
by: Qi, Biqing, et al.
Published: (2024) -
Enhancing Adversarial Transferability via Information Bottleneck Constraints
by: Qi, Biqing, et al.
Published: (2024) -
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
by: Li, Dong, et al.
Published: (2024) -
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval
by: Wu, Xiaojun, et al.
Published: (2025)