24 citations · 42 across the 4 of their papers we have counts for
4 papers
Rethinking Learning-Based Influence Maximization: Simple Neural Surrogates and Native Discrete Search
Yiqiao Liao, Parinaz Naghizadeh
Existing learning-based influence maximization frameworks rely heavily on complex neural architectures and continuous optimization over seed representations. We challenge this para…
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
Yiqiao Liao, Chao Zhang, Milin Zhang +2
This paper proposed LightSleepNet - a light-weight, 1-d Convolutional Neural Network (CNN) based personalized architecture for real-time sleep staging, which can be implemented on…
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
Chao Zhang, Yiqiao Liao, Siqi Han +3
This paper proposed a Multi-Channel Multi-Domain (MCMD) based knowledge distillation algorithm for sleep staging using single-channel EEG. Both knowledge from different domains and…
Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria
Yiqiao Liao, Parinaz Naghizadeh
Although many fairness criteria have been proposed to ensure that machine learning algorithms do not exhibit or amplify our existing social biases, these algorithms are trained on…