Random Long-Context Access for Mamba via Hardware-aligned Hierarchical Sparse Attention Paper • 2504.16795 • Published Apr 23, 2025 • 1
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models Paper • 2511.23319 • Published Nov 28, 2025 • 25
FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention Paper • 2606.09079 • Published Jun 8 • 66
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling Paper • 2410.01651 • Published Jun 12, 2025
Understanding and Improving Length Generalization in Hierarchical Sparse Attention Models Paper • 2510.17196 • Published Apr 30
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 8 days ago • 57
Augmenting Transformers with Recursively Composed Multi-grained Representations Paper • 2309.16319 • Published Sep 28, 2023
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 8 days ago • 57
PatchWorld: Gradient-Free Optimization of Executable World Models Paper • 2605.30880 • Published May 29 • 12