Liang Chen

2 articles on SOTA Papers

Agent Swarm Cuts Complex Task Latency Up To 4.5×

Kimi K2.5 couples joint text-vision training with dynamically scheduled parallel subagents, improving agentic search scores while reducing time to target quality.

Aug 13, 20264 min2602.02276

FPGA Control Cuts Atom Rearrangement Latency

A PC-free PXIe feedback loop integrates counting, path planning, and waveform control, reaching 282 μs latency and 95.4% 10-atom assembly success.

Jul 12, 20265 min2607.08687