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Publications (12)

cs.CL2024

Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens

Ziqian Zeng, Jiahong Yu, Qianshi Pang +4

Large language models (LLMs) have demonstrated remarkable capabilities across various tasks. However, their widespread application is hindered by the resource-intensive decoding pr…

cs.LG2026

Toward Robust and Efficient ML-Based GPU Caching for Modern Inference

Peng Chen, Jiaji Zhang, Hailiang Zhao +11

In modern GPU inference, cache efficiency remains a major bottleneck, and heuristic policies such as \textsc{LRU} can perform far worse than the offline optimum. Existing learning-…

math.AG2026

Almost Vector Bundles over Perfectoid Spaces

Yuntong Cui, Guo Li, Shuhan Jiang +1

In this paper, we define vector bundles within the framework of almost mathematics (referred to as almost vector bundles) and establish the $v$ -descent theorem together with a stru…

math.AG2026

Lift-independence problem in the $P$ -adic Simpson correspondence for curves

Xiangyu Pan, Jiahong Yu

Let $X$ be a proper smooth rigid analytic variety over a complete algebraically closed field $p$ -adic field $C$ . Fix an continuation $Exp$ of $exp$ . Faltings (in…

math.AG2025

A Conjecture of Bhatt--Lurie and weakly $p$ -nilpotent Hodge--Tate stacks

Jiahong Yu

Let $k$ be a perfect field of characteristic $p$ , and let $X / k$ be a smooth variety. It is known that given a Frobenius lifting of $X$ , we can identify prismatic crystals and nilpo…

math.AG2026

Prismatic Crystals for schemes in characteristic $p$

Jiahong Yu

Let $(A, I^´_{A})$ be a crystalline prism and let $X$ be a finite type $A / p$ -scheme admitting a Koszul-regular closed immersion into a smooth formal $A$ -scheme $Y$ . We constr…

Publications (12)

Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens

Toward Robust and Efficient ML-Based GPU Caching for Modern Inference

Almost Vector Bundles over Perfectoid Spaces

Lift-independence problem in the P-adic Simpson correspondence for curves

A Conjecture of Bhatt--Lurie and weakly p-nilpotent Hodge--Tate stacks

Prismatic Crystals for schemes in characteristic p

Lift-independence problem in the $P$ -adic Simpson correspondence for curves

A Conjecture of Bhatt--Lurie and weakly $p$ -nilpotent Hodge--Tate stacks

Prismatic Crystals for schemes in characteristic $p$