LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL Paper • 2607.04412 • Published 6 days ago • 25
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs Paper • 2606.27378 • Published May 7 • 60
Are We Ready For An Agent-Native Memory System? Paper • 2606.24775 • Published 18 days ago • 125
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 20 days ago • 95
TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs Paper • 2606.09030 • Published Jun 8 • 30
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Paper • 2606.06036 • Published Jun 4 • 75
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time? Paper • 2606.05553 • Published Jun 4 • 50
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories Paper • 2606.02060 • Published Jun 1 • 57
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 59
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published May 28 • 146
Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models Paper • 2605.11887 • Published May 12 • 18
OpenComputer: Verifiable Software Worlds for Computer-Use Agents Paper • 2605.19769 • Published May 19 • 86
AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation Paper • 2605.12925 • Published May 13 • 3
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published May 3 • 171
Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items Paper • 2604.19748 • Published Apr 21 • 252
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 245