Multi-Agent Systems

FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025 Hedging and Approximate Truthfulness in Traditional Forecasting Competitions AAAI 2025 Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition AAAI 2025 Infogent: An Agent-Based Framework for Web Information Aggregation NAACL 2025 Intelligent OPC Engineer Assistant for Semiconductor Manufacturing AAAI 2025 JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025 Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025 Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization AAAI 2025 Learning Optimal Auctions with Correlated Value Distributions AAAI 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 Learning to Manipulate Under Limited Information AAAI 2025 Learning with Linear Function Approximations in Mean-Field Control JMLR 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025