Learning from the Self-future: On-policy Self-distillation for dLLMs Paper • 2606.18195 • Published 3 days ago • 68
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published 7 days ago • 81
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling Paper • 2606.13473 • Published 8 days ago • 89
MoBA: Mixture of Block Attention for Long-Context LLMs Paper • 2502.13189 • Published Feb 18, 2025 • 19
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research Paper • 2606.09730 • Published 11 days ago • 50
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning Paper • 2605.30039 • Published 21 days ago • 20
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published 18 days ago • 230
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published 18 days ago • 56
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Paper • 2605.19577 • Published about 1 month ago • 59
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 96
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Paper • 2605.12825 • Published May 12 • 12
Refusal in Language Models Is Mediated by a Single Direction Paper • 2406.11717 • Published Jun 17, 2024 • 14