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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025
Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025
Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025
Approximate State Abstraction for Markov Games AAAI 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025
LLM Agents for Coordinating Multi-User Information Gathering ACL 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025
Generative Agents for Multimodal Controversy Detection IJCAI 2025
Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective AAAI 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025
System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025
Learning to Manipulate Under Limited Information AAAI 2025