MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Paper • 2601.14230 • Published Jan 20 • 1
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue Paper • 2605.05630 • Published May 12 • 12
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning Paper • 2605.11400 • Published May 12 • 5
UniSD: Towards a Unified Self-Distillation Framework for Large Language Models Paper • 2605.06597 • Published May 7 • 16