Agent Systems

iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception CVPR 2026 JarvisEvo: Towards a Self-Evolving Photo Editing Agent with Synergistic Editor-Evaluator Optimization CVPR 2026 JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents ACL 2026 JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics AAAI 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search AAAI 2026 Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? AAAI 2026 Knowledge Boundary Discovery for Large Language Models AAAI 2026 KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks AAAI 2026 LaF-GRPO: In-Situ Navigation Instruction Generation for the Visually Impaired via GRPO with LLM-as-Follower Reward AAAI 2026 LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents CVPR 2026 La VIDA: Towards a Motivated Goal Reasoning Agent (Abstract Reprint) AAAI 2026 Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026 Learning Diffusion Policy from Primitive Skills for Robot Manipulation AAAI 2026 Learning Selective LLM Autonomy from Copilot Feedback in Enterprise Customer Support Workflows ACL 2026 Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration CVPR 2026 Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation AAAI 2026 Learning to Select Visual Tools from Experience CVPR 2026 Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement ACL 2026 LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026 LensWalk: Agentic Video Understanding by Planning How You See in Videos CVPR 2026 LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models AAAI 2026 Lifelong Language-Conditioned Robotic Manipulation Learning AAAI 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026 LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026