E-mail:
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jones.yu (at) northeastern.edu
chyu (at) csail.mit.edu
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Chen-Hsiang (Jones) Yu is a full Teaching Professor at the department of Multidisciplinary Graduate Engineering (MGEN) in the College of Engineering at Northeastern University. He is also an affiliated faculty member at the Center for Dynamical Biomarkers, Beth Israel Deaconess Medical Center/Harvard Medical School. He earned B.Eng. and M.S. in Computer Science and Information Engineering (CSIE) from Tamkang University (1998) and National Taiwan University (2000), and Ph.D. in Computer Science from MIT (2013) under Prof. Rob Miller's guidance. He won Blittersdorf Faculty Award, Sagan Faculty Fund Grants Award, two times of Faculty Grants Awards, six times of Presidential EPIC Mini Grants Awards, IEEE CCWC Best Paper Award, ACM UIST Best Poster Award, ACM CHI Student Research Competition, and several programming and entrepreneurship competitions. He has 60+ peer-reviewed publications. During his work in industry, he has joined to develop more than 12 commercialized mobile phones and several mobile applications. His research in HCI (Human-Computer Interaction) focuses on mobile health, AI on mobiles, web customization and automation, and readability enhancement. He is an IEEE senior member and ACM member.
SELECTED PUBLICATIONS
Journal Papers
Hsiau-Wen Lin, Yihjia Tsai, Hwei Jen Lin, Chen-Hsiang Yu, Meng-Hsing Liu. "Unsupervised domain adaptation with deep network based on discriminative class-wise MMD". AIMS Mathematics, 2024, 9(3): 6628-6647. doi: 10.3934/math.2024323 (Received: 18 August 2023; Revised: 24 October 2023; Accepted: 05 November 2023; Published: 06 February 2024)
Chen-Hsiang Yu, Zachary Shelton, Omar Abou Nassif Mourad and Mohamed A. Oulal. "Readability Enhancement for PDF Documents." Frontiers in Computer Science - Human-Media Interaction, July 2021. (Received: 13 Nov 2020; Accepted: 22 July 2021)
Peer-reviewed Conference Papers
Orijit Bhattacharya, QingQing Liu, Hwei Jen Lin and Chen-Hsiang Yu. "DoggyTongue: Automate Tongue Segmentation for TCM Diagnosis." 2024 IEEE International Conference on E-health Networking, Applications & Services (IEEE Healthcom 2024), November 2024.
Christian Williams, Andrew Lee, Ahmed Tolah, Mohammadjavad Einafshar, Elie Massaad, Ali Kiapour and Chen-Hsiang Yu. "Mobile-enabled Prosthetic System with Machine Learning Support." 2024 IEEE International Conference on E-health Networking, Applications & Services (IEEE Healthcom 2024), November 2024.
Mengting Wang, Yen Le and Chen-Hsiang Yu. "MedCare4Home: A Mobile Medial System for Families." 2023 IEEE International Conference on E-health Networking, Applications & Services (IEEE Healthcom 2023), December 2023.
Alex Grant, James Ferrarelli, Maximilian Rozano, QingQing Liu, Jiaming Su and Chen-Hsiang Yu. "TCM Tongue Segmentation and Analysis with a Mobile Device." 2023 IEEE 6th International Conference on Electrical, Electronics, and System Engineering (IEEE ICEESE 2023), August 2023.
Paul Lussier and Chen-Hsiang Yu. "Applying IoT and Deep Learning for ECG Data Analysis." 2022 IEEE Global Conference on Artificial Intelligence and Internet of Things (IEEE GCAIoT 2022), December 2022.
Huike Wang, Chen-Hsiang Yu and Xiao Yang. "Web Accessibility Enhancement for Medical Consultation Platforms." The 17th International Conference on Computer Science & Education (ICCSE 2022), August 2022.
Nicholas Foley and Chen-Hsiang Yu. "MusCare+: Muscle Monitoring for Anomalies." IEEE World AI IoT Congress (IEEE AIIOT 2022), June 2022.
Abhi Pote Shrestha and Chen-Hsiang Yu. "ECG Data Analysis with IoT and Machine Learning." IEEE 12th Annual Computing and Communication Workshop and Conference (IEEE CCWC 2022), January 2022.
Yen Le, Lam Pham, QinQing Liu and Chen-Hsiang Yu. "Mobile Question System for TCM Data Collection." The 2021 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2021.
Tung Pham, QingQing Liu and Chen-Hsiang Yu. "Enhancing Pulse Measurement with IoT Technologies for TCM." The 2021 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2021.
Abhi Pote Shrestha and Chen-Hsiang Yu. "ECG Data Analysis with MSE and Machine Learning." The 2021 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2021.
QianYing Zeng, Donovan Ramsey and Chen-Hsiang Yu. "Enhanced Mobile Microclimate System." The 2021 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2021.
Noelle R. Benavides, Hayley E. Rutkey, Courteney M. DiDomenico, Tin Wong, Joe Martel-Foley, Chen-Hsiang Yu and Ali Kiapour. "A Wearable Mobile-App Controlled Device for Continuous Monitoring of UV Exposure and Hydration Levels." IEEE 11th Annual Computing and Communication Workshop and Conference (IEEE CCWC 2021), January 2021. ( Best Paper Award)
Halmon Lui and Chen-Hsiang Yu. "System Design for Data Analysis with Multiscale Entropy." IEEE International Conference on E-health Networking, Application & Services (IEEE Healthcom 2020), Dec. 2020.
QianYing Zeng and Chen-Hsiang Yu. "Mobile Microclimate System for Architectural Fieldwork." The 2020 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2020.
Christopher Dombele and Chen-Hsiang Yu. "MusCare: A Mobile Design for Muscle Monitoring." The 2020 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2020.
Tung Pham, QingQing Liu and Chen-Hsiang Yu. "System Design for Remote Pulse Examination." The 2020 IEEE MIT Undergraduate Research Technology Conference (IEEE URTC), October 2020.
Zachary Shelton and Chen-Hsiang Yu. "A Framework for PDF Readability Enhancement." The 17th International Web for All Conference (W4A 2020), Apr. 2020.
Peer-reviewed Poster Papers
Yan Ma, Peter M. Wayne, Chen-Hsiang Yu and Gloria Y. Yeh. "Detecting Insomnia and Predicting Difficulty Falling Asleep: Machine Learning of Heart Rate Data during Sleep Onset." The 38th annual meeting of the Associated Professional Sleep Societies (SLEEP 2024), June 2024.