Wei Li

4 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

MinerU-Chem Reports 93.02% Exact Molecular Recognition

A chemistry-focused extension to MinerU converts document regions into molecule and reaction records, outperforming the evaluated GPT-5.6-Sol comparison on a SMILES benchmark subset.

Sep 14, 20262 min2608.03525

Full-Context Rendering Reduces Music Codec Exposure Bias

FullDiT conditions a diffusion transformer on imperfect eight-stream codec plans, lyrics, and captions, improving ViSQOL by 0.77 under synthetic corruption.

Aug 12, 20264 min2608.08787

WP-MIP Standardizes Weather Model Comparisons

A WMO-backed protocol pools physical, AI, and hybrid forecasts across six continents to test skill, physical consistency, and operational usefulness.

Jul 28, 20264 min2604.16643 Code available