Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 1 day ago • 57
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published 11 days ago • 227
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning Paper • 2605.30039 • Published 14 days ago • 18
Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding Paper • 2605.29707 • Published 15 days ago • 145
D^2-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing Paper • 2605.25893 • Published 18 days ago • 39