Siqi Zhang

High-resolution (30-m) multi-decadal reconstruction of coastal water quality via Landsat-Sentinel fusion and ensemble machine learning (1985–2024)

Zihan Chen, Peng Chen, Siqi Zhang, Yunzhou Li, Delu Pan

Epidemic Informatics and Control: A Holistic Approach from System Informatics to Epidemic Response and Risk Management in Public Health

Hui Yang, Siqi Zhang, Runsang Liu, Alexander Krall, Yidan Wang, Marta Ventura, et al.

This paper presents a holistic systems informatics approach, i.e., Define, Measure, Analyze, Improve, and Control (DMAIC), for epidemic response and management through the intensive use of data, statistics and optimization. Despite the sustained successes of system informatics in…Read more

LiTCom: A Lightweight Transmitter and Inference-Capable Receiver Framework for 6G Uplink

Chunmei Xu, Siqi Zhang, Zhi Ding, Yi Ma, Rahim Tafazolli

This paper introduces LiTCom, a lightweight transmitter and inference-capable receiver framework, designed to enable robust 6G uplink communication under low signal-to-noise (SNR) conditions. It embraces the resource asymmetry between edge devices and the network infrastructure.…Read more