Agent Systems

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization EMNLP 2025 PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution ACL 2025 Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents ICML 2025 PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ACL 2025 PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025 PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents AACL 2025 PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events EMNLP 2025 QAagent: A Multiagent System for Unit Test Generation via Natural Language Pseudocode (Student Abstract) AAAI 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering SemEval 2025 Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025 R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ACL 2025 RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering ACL 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 Rational Decision-Making Agent with Learning Internal Utility Judgment ICLR 2025 Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation AAAI 2025 ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation NAACL 2025 ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025 REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025 ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning CVPR 2025