Peng Xie

Error Certificates for KV-Cache Eviction via Randomized Design

Peng Xie

Deterministic KV-cache eviction keeps the top-$k$ tokens under an importance score and deletes the rest. We prove that this design cannot know what it destroyed: evicted values can be altered so that everything the serving system retains is unchanged while the true attention-outp…Read more

A physics-informed neural network for continuous rice canopy thermal monitoring and forecasting from sparse UAV observations

Peng Xie, Yuan Wang, C. Du, Jing Che, Haitao Xiang