Jin 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

Professional GUI Agents Stall on Long-Horizon Workflows

Workflow-GYM evaluates 338 tasks across 56 virtual-machine software environments, where the best model averages 30.67% success.

Jul 28, 20265 min2606.11042