#Attention & MLA

2026

• 07-01 EN

  SSV: Sparse Speculative Verification for Efficient LLM Inference

• 07-01 中

  SSV：稀疏投机验证——在动态稀疏注意力中做投机解码

• 06-24 EN

  SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference

• 06-24 中

  SparDA：稀疏解耦注意力，让长上下文推理又快又准

• 05-24 EN

  FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

• 05-24 中

  FlashAttention-2：更好的并行策略与线程块工作划分

• 03-23 EN

  MiRA: A Subgoal-driven Framework for Improving Long-Horizon LLM Agents — Technical Review

• 03-14 EN

  FlashAttention: The IO-Aware Algorithm That Made Transformers Actually Fast

• 02-18 EN

  DeepSeek-V2: Multi-head Latent Attention and DeepSeekMoE — Technical Review