Yijun Zhao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Gaussian Process

Multiple Sclerosis

Disease Progression

Top Venues

CHI Extended Abstracts

Publications

Yijun Zhao, Tianyu Wang, Douglas Mensah, Ellise Parnoff, Siyi He, Gary Weiss
A Quantitative Machine Learning Approach to Evaluating Letters of Recommendation. HICSS (2024)
Yi Ding, Daniel D. Leeds, Yijun Zhao, Gary Weiss
Introduction to the Minitrack on Educational Data Mining for Decision Making. HICSS (2024)
Yijun Zhao, Fajian Jiang, Yin Pang, Yunxi Deng, Youyou Han, Jinfeng Wang
EduLGCL: Local-global contrastive learning model for education recommendation. Knowl. Based Syst. 286 (2024)
Yijun Zhao, Sizhou Zhang, Jiacheng Cao, Jiarong Zhang
MagSurface: Design and Fabrication of Conductive Composites for Motion Effects on Paper. Conference on Designing Interactive Systems (Companion Volume) (2024)
Yijun Zhao, Lingjing Yu, Yong Sun, Qingyun Liu, Bo Luo
No Source Code? No Problem! Demystifying and Detecting Mask Apps in iOS. ICPC (2024)
Yijun Zhao, Yiming Cheng, Shiying Ding, Yan Fang, Wei Cao, Ke Liu, Jiacheng Cao
Magic Camera: An AI Drawing Game Supporting Instantaneous Story Creation for Children. IDC (2024)
Yijun Zhao, Yang Zhou, Duola Jin, Tianshu Dong, Guanyun Wang, Fangtian Ying, Qihang Shen, Jiacheng Cao
Towards Equitable CPR: An Interactive System for Female CPR Training. CHI Extended Abstracts (2024)
Yijun Zhao, Jiangyu Pan, Yan Dong, Tianshu Dong, Guanyun Wang, Fangtian Ying, Qihang Shen, Jiacheng Cao
Language Urban Odyssey: A Serious Game for Enhancing Second Language Acquisition through Large Language Models. CHI Extended Abstracts (2024)
Fernando Martinez, Yijun Zhao
Integrating Multiple Visual Attention Mechanisms in Deep Neural Networks. COMPSAC (2023)
Yijun Zhao, Zefan Du, Shengjian Xu, Yu Cheng, Jiachen Mu, Michael Ning
Social Media, Market Sentiment and Meme Stocks. COMPSAC (2023)
Yijun Zhao, Yiming Cheng, Sizhou Zhang, Yan Fang, Xiaojing Zhou, Jiacheng Cao
MathForest: A Tangible Collaborative Game for Developing Children's Spatial Skills. ISCID (2023)
Haowen Liu, Fengxian Wu, Bin Zhong, Yijun Zhao, Jiatong Zhang, Wenxin Niu, Mingming Zhang
Close-range Human Following Control on a Cane-type Robot with Multi-camera Fusion. CoRR (2023)
Yijun Zhao, Fajian Jiang, Jinfeng Wang
MFGCL: Light graph contrast learning with multi-feature information for recommendation. IJCNN (2023)
Yicheng Chen, Xin Feng, Xie-Qi Shi, Weihua Cai, Biao Li, Yijun Zhao
Evaluation of computational fluid dynamics models for predicting pediatric upper airway airflow characteristics. Medical Biol. Eng. Comput. 61 (1) (2023)
Haowen Liu, Fengxian Wu, Bin Zhong, Yijun Zhao, Jiatong Zhang, Wenxin Niu, Mingming Zhang
Close-Range Human Following Control on a Cane-Type Robot With Multi-Camera Fusion. IEEE Robotics Autom. Lett. 8 (10) (2023)
Zhigang Liu, Qi Wang, Miao Wang, Yijun Zhao
Occluded Person Re-Identification With Pose Estimation Correction and Feature Reconstruction. IEEE Access 11 (2023)
Yepu Wang, Yiting Wang, Chuyue Zhong, Yijun Zhao
Assessing Deep Learning Approaches in Detecting Masked Facial Expressions. COMPSAC (2022)
Yijun Zhao, Tanuja Chitnis
Dirichlet Mixture of Gaussian Processes with Split-kernel: An Application to Predicting Disease Course in Multiple Sclerosis Patients. IJCNN (2022)
Yepu Wang, Yiting Wang, Chuyue Zhong, Yijun Zhao
US County-level Risk Factors Associated with COVID-19 Exacerbation During the Vaccination Era. COMPSAC (2022)
Wei Liu, Jiarui Zhang, Yijun Zhao
A Comparison of Deep Learning and Traditional Machine Learning Approaches in Detecting Cognitive Impairment Using MRI Scans. COMPSAC (2022)
Jianhui Liu, Yijun Zhao, Jiadi Wang, Chenyi Xie, Fangyuan Cheng, Jintao Nie, Ge Yan, Cheng Yao, Leijing Zhou, Preben Hansen, Fangtian Ying, Guanyun Wang
Pababy: An Interactive System for First-time Parents to Learn Neonatal Nursing. CHI Extended Abstracts (2022)
Zhaoyang Wang, Zhiping Jia, Zhaoyan Shen, Yijun Zhao, Renhai Chen
Optimization for deep convolutional neural network of stochastic computing on MLC-PCM-based system. Microprocess. Microsystems 90 (2022)
Yijun Zhao, Man Qin, April Jorge
A Calibrated Ensemble Algorithm to Address Data Heterogeneity in Machine Learning: An Application to Identify Severe SLE Flares in Lupus Patients. IEEE Access 10 (2022)
Jintao Nie, Yijun Zhao, Bing Yao, Zheng Xu, Jiayan Chen, Changchao Yu, Preben Hansen, Jianhui Liu, Jiadi Wang, Ge Yan, Cheng Yao, Leijing Zhou, Fangtian Ying, Xiubo Liang, Guanyun Wang
SignFind: A Synchronized Sign Language and Chinese Character Teaching Game for Chinese Deaf Children Using Gesture Recognition. CHI Extended Abstracts (2022)
Jiagang Qu, Weihua Cai, Yijun Zhao
Learning time-dependent PDEs with a linear and nonlinear separate convolutional neural network. J. Comput. Phys. 453 (2022)
Xiubo Liang, Jing Zhang, Jiayi Ma, Jiayu Yao, Weijia Lin, Zheliang Zhu, Yingying Ma, Fangtian Ying, Cheng Yao, Leijing Zhou, Preben Hansen, Yijun Zhao, Guanyun Wang
Menstrual Monster: A Tangible Interactive Co-educational Game Designed for Teenagers. CHI Extended Abstracts (2022)
Yijun Zhao
A Novel Piece-wise Non-singular Fast Terminal Sliding Mode Control for Second-order Nonlinear System. WAC (2022)
Shangjin Li, Yijun Zhao
Addressing Motion Blurs in Brain MRI Scans Using Conditional Adversarial Networks and Simulated Curvilinear Motions. J. Imaging 8 (4) (2022)
Daniel D. Leeds, Cody Chen, Yijun Zhao, Fiza Metla, James Guest, Gary Weiss
Generalized Sequential Pattern Mining of Undergraduate Courses. EDM (2022)
Qiangwen Xu, Mengyao Sun, Bailing Fu, Yijun Zhao
Deep Learning Based Parking Vacancy Detection for Smart Cities. HICSS (2022)
Wei Yang, Linlin Zhuo, Jing Zeng, Yijun Zhao, Qiaojie Jiang, Dongliang Xie
MVTLR-HCFS: Density Peak Algorithm Based on Multi-View and Tensor Low Rank Expression. IEEE Access 9 (2021)
Yijun Zhao, Jacek Ossowski, Xuming Wang, Shangjin Li, Orrin Devinsky, Samantha P. Martin, Heath R. Pardoe
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques. IJCNN (2021)
Hui Yuan, Wenjia Zheng, Yun Song, Yijun Zhao
Parallel Deep Neural Networks for Musical Genre Classification: A Case Study. COMPSAC (2021)
Yao Xiao, Yijun Zhao
Preserving Gender and Identity in Face Age Progression of Infants and Toddlers. IJCB (2021)
Chao Zhang, Cheng Yao, Jianhui Liu, Zili Zhou, Weilin Zhang, Lijuan Liu, Fangtian Ying, Yijun Zhao, Guanyun Wang
StoryDrawer: A Co-Creative Agent Supporting Children's Storytelling through Collaborative Drawing. CHI Extended Abstracts (2021)
Yun Shi, Zhiyao Wu, Shaolun Zhang, Hong Xiao, Yijun Zhao
Assessing Palliative Care Needs Using Machine Learning Approaches. COMPSAC (2021)
Lingyun Sun, Jiaji Li, Danli Luo, Ziqi Fang, Yitao Fan, Zhi Yu, Yu Chen, Deying Pan, Yue Yang, Yijun Zhao, Jianzhe Gu, Lining Yao, Ye Tao, Guanyun Wang
Fashion Design with FlexTruss Approach. CHI Extended Abstracts (2021)
Sarah Bai, Yijun Zhao
Startup Investment Decision Support: Application of Venture Capital Scorecards Using Machine Learning Approaches. Syst. 9 (3) (2021)
Yajing Hu, Yijun Zhao, Yaping Shao, Can Zhu, Jiayan Chen, Tianlei Shi, Zili Zhou, Fangtian Ying, Guanyun Wang, Cheng Yao
Bubble Beats: A Breathing Exercise Game Based on Music Rhythm for Children. IDC (2021)
Yijun Zhao, Bing Li, Yuyang Li, Jing Zhou, Jiacheng Cao, Yujing Luo, Xinyu Zhou, Cheng Yao, Lei Shi, Guanyun Wang
Rope X: Assistance and Guidance on Jumping Rope Frequency, based on Real-time, Heart Rate Feedback During Exercise. UIST (Adjunct Volume) (2021)
Yijun Zhao, Yong Shen, Xiaoqing Wang, Jiacheng Cao, Shang Xia, Fangtian Ying, Guanyun Wang
PneuMat: Pneumatic Interaction System for Infant Sleep Safety Using Shape-Changing Interfaces. CHI Extended Abstracts (2021)
Yijun Zhao, Changchao Yu, Jintao Nie, Mengmeng Dong, Yingying Sang, Fangtian Ying, Guanyun Wang
FunEat: An Interactive Tableware for Improving Eating Habits in Children. CHI Extended Abstracts (2021)
Yijun Zhao, Jacek Ossowski, Xuming Wang, Shangjin Li, Orrin Devinsky, Samantha P. Martin, Heath R. Pardoe
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques. CoRR (2020)
Yijun Zhao, Matias Berretta, Tong Wang, Tanuja Chitnis
GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data. ICHI (2020)
Yijun Zhao, Qiangwen Xu, Ming Chen, Gary Weiss
Predicting Student Performance in a Master's Program in Data Science using Admissions Data. EDM (2020)
Yijun Zhao, Bryan Lackaye, Jennifer G. Dy, Carla E. Brodley
A Quantitative Machine Learning Approach to Master Students Admission for Professional Institutions. EDM (2020)
Yijun Zhao, Igbe Tobore, Wenbin Yan, Dashun Que
A Computer-Aided Diagnosis System of Breast Lesion Classification Based on Multi Angle Fusion Strategy in Ultrasound Images. VSIP (2020)
Yijun Zhao, Tong Wang, Riley Bove, Bruce Cree, Roland Henry, Hrishikesh Lokhande, Mariann Polgar-Turcsanyi, Mark Anderson, Rohit Bakshi, Howard L. Weiner, Tanuja Chitnis
Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study. npj Digit. Medicine 3 (2020)
Yijun Zhao, Tong Wang, Riley Bove, Bruce Cree, Roland Henry, Hrishikesh Lokhande, Mariann Polgar-Turcsanyi, Mark Anderson, Rohit Bakshi, Howard L. Weiner, Tanuja Chitnis
Author Correction: Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study. npj Digit. Medicine 3 (2020)
Yao Xiao, Yijun Zhao
Enhance Gender and Identity Preservation in Face Aging Simulation for Infants and Toddlers. CoRR (2020)
Cheng Yao, Bing Li, Fangtian Ying, Ting Zhang, Yijun Zhao
VisHair: A Wearable Fashion Hair Lighting Interaction System. HCI (21) (2018)
Cheng Zheng, Caowei Zhang, Xuan Li, Bing Li, Fan Zhang, Xin Liu, Cheng Yao, Yijun Zhao, Fangtian Ying
An EEG-based Adaptive Training System for ASD Children. UIST (Adjunct Volume) (2017)
Yijun Zhao, Xiaoxuan Zhang
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 43 (11) (2016)
Yijun Zhao, Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Jennifer G. Dy, Carla E. Brodley, Ruben Kuzniecky, Orrin Devinsky
A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines. KDD (2016)
Yijun Zhao, Tanuja Chitnis, Brian C. Healy, Jennifer G. Dy, Carla E. Brodley
Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients. ICDM (2015)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Yijun Zhao, Orrin Devinsky, Ruben Kuzniecky, Carla E. Brodley
Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations. ICML (2014)
Yijun Zhao, Carla E. Brodley, Tanuja Chitnis, Brian C. Healy
Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients. SDM (2014)