3 papers
cs.LG2026
Instruction-based Time Series Editing
Jiaxing Qiu, Dongliang Guo, Brynne Sullivan +2
In time series editing, we aim to modify some properties of a given time series without altering others. For example, when analyzing a hospital patient's blood pressure, we may add…
cs.DC2025
nncase: An End-to-End Compiler for Efficient LLM Deployment on Heterogeneous Storage Architectures
Hui Guo, Qihang Zheng, Chenghai Huo +3
The efficient deployment of large language models (LLMs) is hindered by memory architecture heterogeneity, where traditional compilers suffer from fragmented workflows and high ada…
cs.CL2025
Labeling Free-text Data using Language Model Ensembles
Jiaxing Qiu, Dongliang Guo, Natalie Papini +5
Free-text responses are commonly collected in psychological studies, providing rich qualitative insights that quantitative measures may not capture. Labeling curated topics of rese…