Yijun Zhao

Orcid: 0009-0002-9493-7074

According to our database1, Yijun Zhao authored at least 60 papers between 2014 and 2024.

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Bibliography

2024
EduLGCL: Local-global contrastive learning model for education recommendation.
Knowl. Based Syst., 2024

No Source Code? No Problem! Demystifying and Detecting Mask Apps in iOS.
Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension, 2024

Knowledge Distill for Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024

A Quantitative Machine Learning Approach to Evaluating Letters of Recommendation.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Introduction to the Minitrack on Educational Data Mining for Decision Making.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Predicting GRE Scores from Application Materials in Test-Optional Admissions.
Proceedings of the 17th International Conference on Educational Data Mining, 2024

GPT vs. Llama2: Which Comes Closer to Human Writing?
Proceedings of the 17th International Conference on Educational Data Mining, 2024

Enhancing Crime Investigation: Attention-Based GAN for Sketch-to-Portrait Conversion.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Towards Equitable CPR: An Interactive System for Female CPR Training.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Language Urban Odyssey: A Serious Game for Enhancing Second Language Acquisition through Large Language Models.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

A Comprehensive Analysis of Security Vulnerabilities and Attacks in Satellite Modems.
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Magic Camera: An AI Drawing Game Supporting Instantaneous Story Creation for Children.
Proceedings of the 23rd Annual ACM Interaction Design and Children Conference, 2024

MagSurface: Design and Fabrication of Conductive Composites for Motion Effects on Paper.
Proceedings of the Companion Publication of the 2024 ACM Designing Interactive Systems Conference, 2024

2023
Close-Range Human Following Control on a Cane-Type Robot With Multi-Camera Fusion.
IEEE Robotics Autom. Lett., October, 2023

Evaluation of computational fluid dynamics models for predicting pediatric upper airway airflow characteristics.
Medical Biol. Eng. Comput., 2023

Occluded Person Re-Identification With Pose Estimation Correction and Feature Reconstruction.
IEEE Access, 2023

MathForest: A Tangible Collaborative Game for Developing Children's Spatial Skills.
Proceedings of the 16th International Symposium on Computational Intelligence and Design, 2023

MFGCL: Light graph contrast learning with multi-feature information for recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2023

Social Media, Market Sentiment and Meme Stocks.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Integrating Multiple Visual Attention Mechanisms in Deep Neural Networks.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
Optimization for deep convolutional neural network of stochastic computing on MLC-PCM-based system.
Microprocess. Microsystems, April, 2022

Addressing Motion Blurs in Brain MRI Scans Using Conditional Adversarial Networks and Simulated Curvilinear Motions.
J. Imaging, 2022

Learning time-dependent PDEs with a linear and nonlinear separate convolutional neural network.
J. Comput. Phys., 2022

A Calibrated Ensemble Algorithm to Address Data Heterogeneity in Machine Learning: An Application to Identify Severe SLE Flares in Lupus Patients.
IEEE Access, 2022

A Novel Piece-wise Non-singular Fast Terminal Sliding Mode Control for Second-order Nonlinear System.
Proceedings of the World Automation Congress, 2022

Dirichlet Mixture of Gaussian Processes with Split-kernel: An Application to Predicting Disease Course in Multiple Sclerosis Patients.
Proceedings of the International Joint Conference on Neural Networks, 2022

Deep Learning Based Parking Vacancy Detection for Smart Cities.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Generalized Sequential Pattern Mining of Undergraduate Courses.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

US County-level Risk Factors Associated with COVID-19 Exacerbation During the Vaccination Era.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Assessing Deep Learning Approaches in Detecting Masked Facial Expressions.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Comparison of Deep Learning and Traditional Machine Learning Approaches in Detecting Cognitive Impairment Using MRI Scans.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

SignFind: A Synchronized Sign Language and Chinese Character Teaching Game for Chinese Deaf Children Using Gesture Recognition.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Pababy: An Interactive System for First-time Parents to Learn Neonatal Nursing.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Menstrual Monster: A Tangible Interactive Co-educational Game Designed for Teenagers.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Startup Investment Decision Support: Application of Venture Capital Scorecards Using Machine Learning Approaches.
Syst., 2021

MVTLR-HCFS: Density Peak Algorithm Based on Multi-View and Tensor Low Rank Expression.
IEEE Access, 2021

Rope X: Assistance and Guidance on Jumping Rope Frequency, based on Real-time, Heart Rate Feedback During Exercise.
Proceedings of the UIST '21: The Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, 2021

Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques.
Proceedings of the International Joint Conference on Neural Networks, 2021

Preserving Gender and Identity in Face Age Progression of Infants and Toddlers.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Parallel Deep Neural Networks for Musical Genre Classification: A Case Study.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Assessing Palliative Care Needs Using Machine Learning Approaches.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

FunEat: An Interactive Tableware for Improving Eating Habits in Children.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

PneuMat: Pneumatic Interaction System for Infant Sleep Safety Using Shape-Changing Interfaces.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

StoryDrawer: A Co-Creative Agent Supporting Children's Storytelling through Collaborative Drawing.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Fashion Design with FlexTruss Approach.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Bubble Beats: A Breathing Exercise Game Based on Music Rhythm for Children.
Proceedings of the IDC '21: Interaction Design and Children, 2021

2020
Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study.
npj Digit. Medicine, 2020

Author Correction: Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study.
npj Digit. Medicine, 2020

Enhance Gender and Identity Preservation in Face Aging Simulation for Infants and Toddlers.
CoRR, 2020

A Computer-Aided Diagnosis System of Breast Lesion Classification Based on Multi Angle Fusion Strategy in Ultrasound Images.
Proceedings of the VSIP '20: 2020 2nd International Conference on Video, 2020

GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Predicting Student Performance in a Master's Program in Data Science using Admissions Data.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

A Quantitative Machine Learning Approach to Master Students Admission for Professional Institutions.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

2018
VisHair: A Wearable Fashion Hair Lighting Interaction System.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Understanding Humans, 2018

2017
An EEG-based Adaptive Training System for ASD Children.
Proceedings of the Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

2016
含有效冲突的恒定连续Petri网演变图及构造算法 (Developing Graph and Generating Algorithm for Constant Continuous Petri Net with Effective Conflict).
计算机科学, 2016

A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015
Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014
Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations.
Proceedings of the 31th International Conference on Machine Learning, 2014


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