SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction Paper • 2606.02540 • Published Jun 1 • 10
Beyond Clicking:A Step Towards Generalist GUI Grounding via Text Dragging Paper • 2601.06031 • Published Nov 7, 2025
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks Paper • 2605.24218 • Published May 22 • 47
Automatic Image-Level Morphological Trait Annotation for Organismal Images Paper • 2604.01619 • Published Apr 2 • 9
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 32
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents Paper • 2411.06559 • Published Nov 10, 2024 • 16
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models Paper • 2502.06755 • Published Feb 10, 2025 • 8
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents Paper • 2502.11357 • Published Feb 17, 2025 • 11
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective Paper • 2502.14296 • Published Feb 20, 2025 • 45
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models Paper • 2502.14802 • Published Feb 20, 2025 • 15
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics Paper • 2411.16537 • Published Nov 25, 2024 • 1
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 306
An Illusion of Progress? Assessing the Current State of Web Agents Paper • 2504.01382 • Published Apr 2, 2025 • 4
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis Paper • 2501.09333 • Published Jan 16, 2025 • 1
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Paper • 2504.07079 • Published Apr 9, 2025 • 12
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools Paper • 2504.20168 • Published Apr 28, 2025 • 1
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments Paper • 2505.21936 • Published May 28, 2025 • 1
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning Paper • 2505.23883 • Published May 29, 2025 • 3
Is Extending Modality The Right Path Towards Omni-Modality? Paper • 2506.01872 • Published Jun 2, 2025 • 24