IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse Paper • 2603.12201 • Published Mar 12 • 64
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 27 days ago • 82
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models Paper • 2602.02244 • Published Feb 2 • 2
Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning Paper • 2606.10968 • Published Jun 9 • 42