Agent Systems

Ad-Hoc Human-AI Coordination Challenge ICML 2025 Ad Hoc Teamwork via Offline Goal-Based Decision Transformers ICML 2025 A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations ICLR 2025 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 AdvAgent: Controllable Blackbox Red-teaming on Web Agents ICML 2025 Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation IJCAI 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 Aether: Geometric-Aware Unified World Modeling ICCV 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 AFlow: Automating Agentic Workflow Generation ICLR 2025 A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025 A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit ACL 2025 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 Agent-as-a-Judge: Evaluate Agents with Agents ICML 2025 Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025 Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning AAAI 2025 Agent-based Automated Claim Matching with Instruction-following LLMs IJCNLP 2025 Agent-based Modeling for Policy-Making in Inequity Contexts IJCAI 2025 Agent-based modelling, sound change, and metaphony in Southern Italian varieties of Italo-Romance. Interspeech 2025 AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization EMNLP 2025 AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025 AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents ICLR 2025