Author

Ruixiao Li

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#artificial intelligence Preprint Aug 2026

Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding

Faster Flash Decoding (FFD) is presented, a novel hardware-algorithm co-design framework designed to break the memory wall in long-context decoding and introduces the top-delta strategy, which dynamically filters blocks to achieve distribution-adaptive sparsity without global synchronization.

Zhigeng Liu, Zhiyuan Ning, Rui-Xiao Li et al. · 4 citations

Preprint Aug 2026

MOSS-VL Technical Report

We present MOSS-VL, an open vision-language model family that treats real-time interaction -- perceiving while it speaks -- as a first-class capability. It is co-designed across the stack: the language decoder attends to vision only through gated cross-attention, so the model can naturally see incoming frames while gen...

Pengyu Wang, Chenkun Tan, Shaojun Zhou et al. · 0 citations