3 papers
cs.LG2025
Multimodal Remote Inference
Keyuan Zhang, Yin Sun, Bo Ji
We consider a remote inference system with multiple modalities, where a multimodal machine learning (ML) model performs real-time inference using features collected from remote sen…
cs.LG2024
Learning-augmented Online Minimization of Age of Information and Transmission Costs
Zhongdong Liu, Keyuan Zhang, Bin Li +3
We consider a discrete-time system where a resource-constrained source (e.g., a small sensor) transmits its time-sensitive data to a destination over a time-varying wireless channe…
cs.DS2024
Learning-augmented Online Algorithm for Two-level Ski-rental Problem
Keyuan Zhang, Zhongdong Liu, Nakjung Choi +1
In this paper, we study the two-level ski-rental problem,where a user needs to fulfill a sequence of demands for multiple items by choosing one of the three payment options: paying…