10 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.HC2024★ 10 cited
Enhancing Eye-Tracking Performance through Multi-Task Learning Transformer
Weigeng Li, Neng Zhou, Xiaodong Qu
In this study, we introduce an innovative EEG signal reconstruction sub-module designed to enhance the performance of deep learning models on EEG eye-tracking tasks. This sub-modul…
cs.LG2024
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-Processing
Matthew L Key, Tural Mehtiyev, Xiaodong Qu
In the field of EEG-based gaze prediction, the application of deep learning to interpret complex neural data poses significant challenges. This study evaluates the effectiveness of…
cs.LG2024
Integrating HCI Datasets in Project-Based Machine Learning Courses: A College-Level Review and Case Study
Xiaodong Qu, Matthew Key, Eric Luo +1
This study explores the integration of real-world machine learning (ML) projects using human-computer interfaces (HCI) datasets in college-level courses to enhance both teaching an…