1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning
Huiling Qin, Xianyuan Zhan, Yuanxun Li +1
Semi-supervised learning holds great promise for many real-world applications, due to its ability to leverage both unlabeled and expensive labeled data. However, most semi-supervis…
cs.LG2021★ 1 cited
CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System
Huiling Qin, Xianyuan Zhan, Yu Zheng
Detecting anomalies in large complex systems is a critical and challenging task. The difficulties arise from several aspects. First, collecting ground truth labels or prior knowled…
cs.LG2021
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
Xianyuan Zhan, Haoran Xu, Yue Zhang +3
Optimizing the combustion efficiency of a thermal power generating unit (TPGU) is a highly challenging and critical task in the energy industry. We develop a new data-driven AI sys…