DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 7 days ago • 14
The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 7 days ago • 46
RoboHarness: A Simple Harness Outperforms VLA and World Action Models Paper • 2610.14018 • Published 17 days ago • 23
UnAct: Gradient-Free Unlearning via Targeted Activation Intervention Paper • 2610.04426 • Published about 1 month ago • 4
RiskChainBench: A Benchmark for Obfuscated Platform Message Restoration and Evidence-Grounded Web Investigation Paper • 2609.16900 • Published Sep 15 • 25
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 95
Mi-Ripple: Restoring Images Degraded by Iterative AI Editing Paper • 2609.11317 • Published Sep 10 • 31
Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning Paper • 2609.10445 • Published Sep 9 • 14
VeriPhy: Agentic Physical Reasoning for World Model Evaluation and Refinement Paper • 2609.03153 • Published Sep 2 • 10
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 26
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 148
Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving Paper • 2609.00111 • Published Aug 31 • 132
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus Paper • 2608.12149 • Published Aug 12 • 23
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 28
The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents Paper • 2608.06065 • Published Aug 6 • 5
WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models Paper • 2608.04964 • Published Aug 5 • 11