Cover Image

CARD: Towards Conditional Design of Multi-agent Topological Structures

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Tongtong, Li, Yanming, Tang, Ziye, Jiang, Chen, Luo, Linhao, Qi, Guilin, Pan, Shirui, Haffari, Gholamreza
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Continual Learning for Large Language Models: A Survey
by: Wu, Tongtong, et al.
Published: (2024)

Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
by: Luo, Linhao, et al.
Published: (2023)

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025)

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
by: Luo, Linhao, et al.
Published: (2024)

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models
by: Jin, Rihui, et al.
Published: (2025)

ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
by: Luo, Linhao, et al.
Published: (2023)

Towards Event Extraction from Speech with Contextual Clues
by: Kang, Jingqi, et al.
Published: (2024)

Continual Speech Learning with Fused Speech Features
by: Wang, Guitao, et al.
Published: (2025)

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking
by: Liu, Junnan, et al.
Published: (2025)

AIPO: Learning to Reason from Active Interaction
by: Liu, Junnan, et al.
Published: (2026)

Double Mixture: Towards Continual Event Detection from Speech
by: Kang, Jingqi, et al.
Published: (2024)

Environment-Aware Code Generation: How far are We?
by: Wu, Tongtong, et al.
Published: (2026)

IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data
by: Feng, Tao, et al.
Published: (2025)

Beyond Imitation: Recovering Dense Rewards from Demonstrations
by: Li, Jiangnan, et al.
Published: (2025)

Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues
by: Qu, Shilin, et al.
Published: (2024)

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
by: Liu, Akide, et al.
Published: (2024)

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
by: Nguyen, Minh-Vuong, et al.
Published: (2024)

Active Continual Learning: On Balancing Knowledge Retention and Learnability
by: Vu, Thuy-Trang, et al.
Published: (2023)

GTS: Inference-Time Scaling of Latent Reasoning with a Learnable Gaussian Thought Sampler
by: Wang, Minghan, et al.
Published: (2026)

Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation
by: Li, Shiyuan, et al.
Published: (2025)

IntroLM: Introspective Language Models via Prefilling-Time Self-Evaluation
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)

Resurfacing Paralinguistic Awareness in Large Audio Language Models
by: Yang, Hao, et al.
Published: (2026)

VersiCode: Towards Version-controllable Code Generation
by: Wu, Tongtong, et al.
Published: (2024)

Towards Inference-time Scaling for Continuous Space Reasoning
by: Wang, Minghan, et al.
Published: (2025)

Unifying Large Language Models and Knowledge Graphs: A Roadmap
by: Pan, Shirui, et al.
Published: (2023)

Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights
by: Yang, Hao, et al.
Published: (2024)

Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations
by: Liu, Yixin, et al.
Published: (2026)

Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
by: Chen, Shigeng, et al.
Published: (2025)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
by: Wu, Minghao, et al.
Published: (2024)

The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph
by: Wu, Minghao, et al.
Published: (2024)

Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models
by: Wu, Minghao, et al.
Published: (2024)

Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues
by: Hua, Yuncheng, et al.
Published: (2024)

Towards LifeSpan Cognitive Systems
by: Wang, Yu, et al.
Published: (2024)

Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)

Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search
by: Huang, Shuo, et al.
Published: (2025)

Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
by: Yang, Hao, et al.
Published: (2024)

CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems
by: Feng, Tao, et al.
Published: (2024)

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
by: Chen, Yongrui, et al.
Published: (2025)

Importance-Aware Data Augmentation for Document-Level Neural Machine Translation
by: Wu, Minghao, et al.
Published: (2024)

Modelling Political Coalition Negotiations Using LLM-based Agents
by: Moghimifar, Farhad, et al.
Published: (2024)