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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery AAAI 2026
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
LLM Agents for Coordinating Multi-User Information Gathering ACL 2025
Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025
Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025
Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025
AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 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
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025