Yuxin Chen

2 articles on SOTA Papers

DeepSeek Cuts KV Cache Footprint Fourfold

A causal encoder-decoder MoE pairs cross-layer sparse-attention reuse with FP4 caching to reduce global context memory to 890 bytes per token.

Sep 19, 20264 min2609.19969

Request-Level Sharing Cuts Recommendation Inference Cost

ROCS separates request-side and candidate-side computation, reaching up to 3× higher retrieval QPS and 50% higher ranking QPS in production.

Aug 1, 20265 min2607.27744