9 citations · 10 across the 9 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.CR2025
Attacks on Approximate Caches in Text-to-Image Diffusion Models
Desen Sun, Shuncheng Jie, Sihang Liu
Diffusion models are a powerful class of generative models that produce images and other content from user prompts, but they are computationally intensive. To mitigate this cost, r…
cs.LG2025★ 9 cited
EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting
Leyi Yan, Linda Wang, Sihang Liu +1
Carbon intensity (CI) measures the average carbon emissions generated per unit of electricity, making it a crucial metric for quantifying and managing the environmental impact. Acc…
cs.DC2025
Cache Your Prompt When It's Green: Carbon-Aware Caching for Large Language Model Serving
Yuyang Tian, Desen Sun, Yi Ding +1
As large language models (LLMs) become widely used, their environmental impact, especially carbon emission, has attracted more attention. Prior studies focus on compute-related car…