Agent Systems

AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents EMNLP 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 Agent Workflow Memory ICML 2025 AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025 Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ICML 2025 AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation ICLR 2025 A Human-LLM Note-Taking System with Case-Based Reasoning as Framework for Scientific Discovery NAACL 2025 AI Chatbots as Professional Service Agents: Developing a Professional Identity EMNLP 2025 AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025 AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction AAAI 2025 AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N ICML 2025 AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator COLING 2025 A(I)nimism: Re-enchanting the World Through AI-Mediated Object Interaction NeurIPS 2025 AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation EMNLP 2025 A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ACL 2025 A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025 A Layered Debating Multi-Agent System for Similar Disease Diagnosis NAACL 2025 Aligned LLMs Are Not Aligned Browser Agents ICLR 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025 AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025 AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering EMNLP 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents ACL 2025