Don't Forget the Nonlinearity: Unlocking Activation Functions in Efficient Fine-Tuning Paper • 2509.13240 • Published Sep 16, 2025 • 1
FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning Paper • 2511.17979 • Published Nov 22, 2025 • 1
Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Paper • 2604.23775 • Published 21 days ago • 45
SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology Paper • 2604.17503 • Published 28 days ago
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment Paper • 2605.11882 • Published 5 days ago • 15