When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs Paper • 2601.11000 • Published 27 days ago • 26
HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices Paper • 2512.14052 • Published Dec 16, 2025 • 42
From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks Paper • 2512.02580 • Published Dec 2, 2025 • 28
The Mirage of Model Editing: Revisiting Evaluation in the Wild Paper • 2502.11177 • Published Feb 16, 2025 • 10