3 papers
cs.LG2026
MultiAlloc: Budget-Aware Precision Allocation for KV Cache Quantization
Yangchengyu Zhou, Zhiping Wu, Runchang Jiang +5
The Key-Value (KV) cache constitutes a dominant source of memory consumption during large language model (LLM) inference, particularly in long-context and complex reasoning scenari…
cs.LG2025
ECVL-ROUTER: Scenario-Aware Routing for Vision-Language Models
Xin Tang, Youfang Han, Fangfei Gou +7
Vision-Language Models (VLMs) excel in diverse multimodal tasks. However, user requirements vary across scenarios, which can be categorized into fast response, high-quality output,…
eess.SP2024
High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition
Youfang Han, Wei Zhao, Xiangjin Chen +1
Gesture recognition on wearable devices is extensively applied in human-computer interaction. Electromyography (EMG) has been used in many gesture recognition systems for its rapid…