TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation Paper • 2605.22355 • Published May 21 • 179
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 99
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published Dec 31, 2025 • 110
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Paper • 2510.13554 • Published Oct 15, 2025 • 59
Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library Paper • 2506.06122 • Published Jun 6, 2025 • 7
