Guoliang Li

Machine Learning for Data Management: A System View

2022 · 2022 IEEE 38th International Conference on Data Engineering (ICDE)

Machine learning techniques have been proposed to optimize data management in recent years. Compared with traditional empirical data management, learning-based methods extract knowledge from historical tasks, generalize the extracted knowledge to similar new tasks, and …

Integrated Sensing and Communication for Edge Inference with End-to-End Multi-View Fusion

2024 · arXiv (Cornell University)

Integrated sensing and communication (ISAC) is a promising solution to accelerate edge inference via the dual use of wireless signals. However, this paradigm needs to minimize the inference error and latency under ISAC co-functionality interference, …