Caixue Lin

Title: Caixue Lin and His Patent in Generative AI

Introduction

Caixue Lin is an inventor based in Los Angeles, California. His work includes a patent for managing key-value cache memory used by generative-model inference processes.

Latest Patents

Lin is associated with 1 patent, titled “Key-value cache management system for inference processes.” The invention reserves contiguous virtual memory for a key-value cache based on an inference request, which specifies a starting virtual memory address and the number of model layers. It calculates memory pointers for each layer and block so that blocks are written sequentially, then provides those pointers to the generative model. The model’s self-attention layers use the pointers to write computed key-value pairs to the specified physical addresses in the cache.

Career Highlights

Lin is associated with ByteDance Technology Ltd. and Beijing Zitiao Network Technology Co., Ltd. His patented work addresses memory allocation and cache management for generative-model inference.

Collaborations

Lin’s listed coworkers include Tongping Liu and Chak-Pong Chung.

Conclusion

Caixue Lin’s patent focuses on organizing key-value cache memory to support generative-model inference, reflecting a practical contribution to AI systems infrastructure.