1 citations · 1 across the 3 of their papers we have counts for
4 papers
Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction
Tianfang Xie, Wei Zhu
KV cache eviction methods such as SnapKV and PyramidKV rank tokens solely by mean attention over a small observation window. We study a unified score, $μ_i+λ_1σ_i+λ_2\mathrm{corr}(…
Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders
Runsheng Zhang, Shixiao Wang, Tianfang Xie +2
This study presents a novel approach for intelligent user interaction interface generation and optimization, grounded in the variational autoencoder (VAE) model. With the rapid adv…
PEDRO: Parameter-Efficient Fine-tuning with Prompt DEpenDent Representation MOdification
Tianfang Xie, Tianjing Li, Wei Zhu +2
Due to their substantial sizes, large language models (LLMs) are typically deployed within a single-backbone multi-tenant framework. In this setup, a single instance of an LLM back…
Stoichiometry preservation and generalization of Bilger mixture fraction for non-premixed combustion with differential molecular diffusion
Haifeng Wang, Tianfang Xie
The Bilger mixture fraction is a widely used parameter in non-premixed combustion when considering differential molecular diffusion, a prevalent phenomenon in hydrogen or hydrogen-…