3 papers
math.AP2026
Orbital stability of solitary wave solutions of the derivative nonlinear Schrödinger equation in the endpoint case
Jia Shen, Yifei Wu, Changping Yang
In this paper, we consider the orbital stability of solitary waves for the derivative nonlinear Schrödinger equation $$iq_t+q_{xx}+i\partial_x\bigl(|q|^2q\bigr)=0, \quad (t,x)\in\m…
cs.CV2026
TGV-KV: Text-Grounded KV Eviction for Vision-Language Models
Jizhihui Liu, Ruizi Han, Miao Zhang +4
Vision-Language Models (VLMs) inherit the auto-regressive generation paradigm and cache the keys and values (KV) of all previous tokens to accelerate inference, resulting in memory…
cs.CV2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation
Ruizi Han, Jinglei Tang
Parameter-efficient transfer learning (PETL) aims to adapt large pre-trained models using limited parameters. While most PETL approaches update the added parameters and freeze pre-…