41 citations · 64 across the 26 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.DB2025
Category-Aware Semantic Caching for Heterogeneous LLM Workloads
Chen Wang, Xunzhuo Liu, Yue Zhu +3
LLM serving systems process heterogeneous query workloads where different categories exhibit different characteristics. Code queries cluster densely in embedding space while conver…
cs.ET2025★ 1 cited
When to Reason: Semantic Router for vLLM
Chen Wang, Xunzhuo Liu, Yuhan Liu +4
Large Language Models (LLMs) demonstrate substantial accuracy gains when augmented with reasoning modes such as chain-of-thought and inference-time scaling. However, reasoning also…
cs.CR2025★ 1 cited
`From Prompt to Perturbation': An Adaptive Framework for Voice-Based Jailbreaks on Audio LLMs
Linghan Huang, Bo Li, Huaming Chen +1
As large language models (LLMs) are increasingly integrated into audio-based applications, growing concerns have emerged regarding their vulnerability to audio-based adversarial at…