Agent Systems

AutoClean: LLMs Can Prepare Their Training Corpus NAACL 2025 AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs ICLR 2025 AutoEval-ToD: Automated Evaluation of Task-oriented Dialog Systems NAACL 2025 Automated Benchmark Generation for Repository-Level Coding Tasks ICML 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 Automated Design of Agentic Systems ICLR 2025 Automated Hypothesis Validation with Agentic Sequential Falsifications ICML 2025 Automated Proof of Polynomial Inequalities via Reinforcement Learning CVPR 2025 Automated Red Teaming with GOAT: the Generative Offensive Agent Tester ICML 2025 Automate Strategy Finding with LLM in Quant Investment EMNLP 2025 Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract) AAAI 2025 AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML ICML 2025 AutoMV: An Autonomous Agent Framework for Real Estate Marketing Video Generation AAAI 2025 Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025 AutoPDL: Automatic Prompt Optimization for LLM Agents AutoML 2025 AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents EMNLP 2025 AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering COLING 2025 AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment EMNLP 2025 AutoSciLab: A Self-Driving Laboratory for Interpretable Scientific Discovery AAAI 2025 AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification EMNLP 2025 AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025 BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism EMNLP 2025 Bad AI, Good AI: Rethinking the Agency of Our Artificial Teammates AAAI 2025 BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games ICLR 2025 Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025