Imagen de Portada

Recursive Multi-Agent Systems

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yang, Xiyuan, Zou, Jiaru, Pan, Rui, Qiu, Ruizhong, Lu, Pan, Diao, Shizhe, Jiang, Jindong, Tong, Hanghang, Zhang, Tong, Buehler, Markus J., He, Jingrui, Zou, James
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence Computation and Language Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Latent Collaboration in Multi-Agent Systems
por: Zou, Jiaru, et al.
Publicado: (2025)

EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation
por: Li, Ting-Wei, et al.
Publicado: (2026)

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
por: Zou, Jiaru, et al.
Publicado: (2025)

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
por: Xu, Haobo, et al.
Publicado: (2026)

Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization
por: Qiu, Ruizhong, et al.
Publicado: (2024)

TRIMS: Trajectory-Ranked Instruction Masked Supervision for Diffusion Language Models
por: Chen, Lingjie, et al.
Publicado: (2026)

Saffron-1: Safety Inference Scaling
por: Qiu, Ruizhong, et al.
Publicado: (2025)

Active Prompting with Chain-of-Thought for Large Language Models
por: Diao, Shizhe, et al.
Publicado: (2023)

Harnessing Consistency for Robust Test-Time LLM Ensemble
por: Zeng, Zhichen, et al.
Publicado: (2025)

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
por: Zou, Jiaru, et al.
Publicado: (2025)

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
por: Zou, Jiaru, et al.
Publicado: (2025)

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
por: Shum, KaShun, et al.
Publicado: (2023)

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning
por: Bao, Wenxuan, et al.
Publicado: (2025)

Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training
por: Pan, Rui, et al.
Publicado: (2025)

$\textbf{PLUM}$: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases
por: Zhang, Dylan, et al.
Publicado: (2024)

Heterogeneous Scientific Foundation Model Collaboration
por: Li, Zihao, et al.
Publicado: (2026)

Code as Agent Harness
por: Ning, Xuying, et al.
Publicado: (2026)

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
por: Wang, Ruida, et al.
Publicado: (2024)

Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards
por: Wang, Haoxiang, et al.
Publicado: (2024)

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
por: Diao, Shizhe, et al.
Publicado: (2023)

PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking
por: Buehler, Markus J.
Publicado: (2024)

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
por: Pan, Rui, et al.
Publicado: (2024)

LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation
por: He, Xinrui, et al.
Publicado: (2024)

Graph Data Selection for Domain Adaptation: A Model-Free Approach
por: Li, Ting-Wei, et al.
Publicado: (2025)

VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems
por: Qiao, Hezhe, et al.
Publicado: (2026)

Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning
por: Chen, Sirui, et al.
Publicado: (2026)

Geometric-disentangelment Unlearning
por: Zhou, Duo, et al.
Publicado: (2025)

RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
por: Zou, Jiaru, et al.
Publicado: (2025)

PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis
por: He, Xinyu, et al.
Publicado: (2025)

PageRank Bandits for Link Prediction
por: Ban, Yikun, et al.
Publicado: (2024)

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs
por: Han, Tianyang, et al.
Publicado: (2024)

Ask, and it shall be given: On the Turing completeness of prompting
por: Qiu, Ruizhong, et al.
Publicado: (2024)

MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving
por: Wang, Ruida, et al.
Publicado: (2025)

Entropy-Regularized Process Reward Model
por: Zhang, Hanning, et al.
Publicado: (2024)

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
por: Wang, Qineng, et al.
Publicado: (2024)

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning
por: Zou, Jiaru, et al.
Publicado: (2025)

How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark
por: Qiu, Ruizhong, et al.
Publicado: (2024)

Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
por: Chen, Nuo, et al.
Publicado: (2026)

Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
por: Bei, Yuanchen, et al.
Publicado: (2026)

Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
por: Qiu, Ruizhong, et al.
Publicado: (2025)