Agent Systems

Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning ICLR 2025 Sense and Sensibility: What makes an social robot convincing to high-school students? RSS 2025 SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025 SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025 ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning ICML 2025 ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025 ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025 Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025 Simplifying Deep Temporal Difference Learning ICLR 2025 SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation ICCV 2025 Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025 Simulating Misinformation Diffusion on Social Media Through CoNVaI: A Textual- and Agent-Based Diffusion Model IJCAI 2025 SimulBench: Evaluating Language Models with Creative Simulation Tasks NAACL 2025 SimulPL: Aligning Human Preferences in Simultaneous Machine Translation ICLR 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025 Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping NAACL 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 Sketchtopia: A Dataset and Foundational Agents for Benchmarking Asynchronous Multimodal Communication with Iconic Feedback CVPR 2025 SlackAgents: Scalable Collaboration of AI Agents in Workspaces EMNLP 2025 Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions ACL 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025