Language 3D Gaussian Splatting enables open-vocabulary scene understanding by associating Gaussian primitives with language features. These semantic attributes increase model storage, while most existing 3DGS compression methods are designed mainly to preserve RGB rendering quality. One straightforward approach is to a...
Context caching is widely adopted to reduce the dominant prefill cost for long prompts across various large language model (LLM) applications. Recently, position-independent caching (PIC) has emerged to improve KV cache reuse beyond strict prefix matching. However, the required KV caches often reside in a persistent re...
Jie-Shou Xu, Ren-Jie Liu, Yi Li et al.· Proceedings of the ACM on Ma...· 0 citations
Jev-Mem is introduced, a new agentic memory architecture inspired by System-One/System-Two cognition, which improves both memory effectiveness and system efficiency.
Dongming Jiang, Yi Li, Bing-Zhe Li· 12 citations· ⚡1
Results provide initial evidence that KV states can serve as transferable computational representations rather than strictly model-local caches, and motivate context mobility as a systems abstraction for reducing redundant prefill across heterogeneous LLM and multi-agent inference workflows.
Yi Li, Dongming Jiang, Yi Zhao et al.· 2 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
