Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See Paper • 2608.17744 • Published 4 days ago • 13
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published 4 days ago • 155
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 8 days ago • 277
From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs Paper • 2608.09158 • Published 12 days ago • 10
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models Paper • 2608.10538 • Published 11 days ago • 15
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published 21 days ago • 261
RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States Paper • 2608.02508 • Published 12 days ago • 13
Push-Wiper: Toward General-Purpose Robotic Cleaning across Varied Stains and Surfaces with Segmented Pushing Trajectories Paper • 2608.00730 • Published 21 days ago • 8
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Paper • 2608.02023 • Published 19 days ago • 156