DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 3 days ago • 257
The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 3 days ago • 541
Gluing Local Contexts into Global Meaning: A Sheaf-Theoretic Decomposition of Transformer Representations Paper • 2610.17117 • Published 17 days ago • 6
Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems Paper • 2610.30418 • Published 8 days ago • 27
VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 16 days ago • 344
To Align or Not To Align: Check Your COMPASS Before You Train Paper • 2610.18638 • Published 16 days ago • 6
Gaze as Evidence for Common Grounding: A Cross-Corpus Analysis of MapTask and MUNDEX Paper • 2609.18011 • Published Sep 16 • 30
EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents Paper • 2609.05903 • Published Sep 5 • 64
FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation Paper • 2609.11486 • Published Sep 10 • 34
Procedural Graphs: Self-Evolving Execution Structures for LLM Agents Paper • 2609.09153 • Published Sep 8 • 43
RealSWE: A Compositional Evaluation of Coding Agents under Realistic User Requests Paper • 2608.27831 • Published Aug 31 • 34
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 134
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 465
Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving Paper • 2609.00111 • Published Aug 31 • 346
Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See Paper • 2608.17744 • Published Aug 18 • 16
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 160
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 286