Yehan Ma

Intelligent Edge Sensing and Control Co-Design for Industrial Cyber-Physical System

2023 · IEEE Transactions on Signal and Information Processing over Networks

In the new generation of industrial cyber-physical system (ICPS), data-driven control is one of the emerging intelligent control methods to realize efficient production adjustment. In most existing works, the perfect sensing process is regarded as …

TimeBill: Time-Budgeted Inference for Large Language Models

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Large Language Models (LLMs) are increasingly deployed in time-critical systems, such as robotics, autonomous driving, embodied intelligence, and industrial automation, where generating accurate responses within a given time budget is crucial for decision-making, control, or …