Agent Systems

Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination ICML 2025 CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories NAACL 2025 CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025 Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025 CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities ICML 2025 CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities NAACL 2025 CycleResearcher: Improving Automated Research via Automated Review ICLR 2025 DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal ACL 2025 DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control ICLR 2025 DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback ICLR 2025 Data Scaling Laws in Imitation Learning for Robotic Manipulation ICLR 2025 DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation EMNLP 2025 DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue EMNLP 2025 DCE-LLM: Dead Code Elimination with Large Language Models NAACL 2025 DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025 Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025 DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025 Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025 Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent ACL 2025 DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks COLING 2025 Decoupled Search for the Masses: A Novel Task Transformation for Classical Planning (Extended Abstract) IJCAI 2025 DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025