HyeokHyen Kwon

38 papers A* 2A 1Misc 4Journal 26Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	10$th$ International Workshop on Mental Health and Well-being: From Research to Practice in Mental Healthcare. UbiComp Companion HyeokHyen Kwon, Talayeh Aledavood, Daniel A. Adler, Xuhai Xu, Asif Salekin, Varun Mishra, Sang Won Bae, Akane Sano, Saeed Abdullah, Yiran Zhao, Manasa Kalanadhabhatta, Han Zhang, Elizabeth L. Murnane, Tanzeem Choudhury, Jakob E. Bardram, Mirco Musolesi, Zachary D. King, Helma Torkamaan, Manas Satish Bedmutha, Thalia Viranda
2025	J	`jnl`	CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment. CoRR Vida Adeli, Ivan Klabucar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Hyewon Seo, Trung-Hieu Hoang, Minh N. Do, Candice Müller, Claudia Oliveira, Daniel Boari Coelho, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, HyeokHyen Kwon, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia C. Shum, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati
2025	J	`jnl`	Language Models for Online Depression Detection: A Review and Benchmark Analysis on Remote Interviews. ACM Trans. Manag. Inf. Syst. Ruiyang Qin, Kai Yang, Ahmed Abbasi, David G. Dobolyi, Salman Seyedi, Emily Griner, HyeokHyen Kwon, Robert O. Cotes, Zifan Jiang, Gari D. Clifford, Ryan A. Cook
2025	J	`jnl`	On the Bias, Fairness, and Bias Mitigation for a Wearable-based Freezing of Gait Detection in Parkinson's Disease. CoRR Timothy Odonga, Christine D. Esper, Stewart A. Factor, J. Lucas McKay, HyeokHyen Kwon
2024	—	`conf`	9 UbiComp Companion Daniel A. Adler, Xuhai Xu, Asif Salekin, Varun Mishra, HyeokHyen Kwon, Akane Sano, Saeed Abdullah, Jakob E. Bardram, Yiran Zhao, Manasa Kalanadhabhatta, Han Zhang, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Tauhidur Rahman, Zachary D. King, Rony Krell, Simon D'Alfonso
2024	J	`jnl`	Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos. CoRR Lauhitya Reddy, Ketan Anand, Shoibolina Kaushik, Corey Rodrigo, J. Lucas McKay, Trisha M. Kesar, HyeokHyen Kwon
2024	J	`jnl`	Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations. CoRR Xiaofan Mu, Salman Seyedi, Iris Zheng, Zifan Jiang, Liu Chen, Bolaji Omofojoye, Rachel Hershenberg, Allan I. Levey, Gari D. Clifford, Hiroko H. Dodge, HyeokHyen Kwon
2024	J	`jnl`	Development of a Tremor Detection Algorithm for Use in an Academic Movement Disorders Center. Sensors Mark Saad, Sofia Hefner, Suzann Donovan, Doug Bernhard, Richa Tripathi, Stewart A. Factor, Jeanne M. Powell, HyeokHyen Kwon, Reza Sameni, Christine D. Esper, J. Lucas McKay
2024	J	`jnl`	Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis. CoRR Barun Das, Conor Anderson, Tania Villavicencio, Johanna Lantz, Jenny Foster, Theresa Hamlin, Ali Bahrami Rad, Gari D. Clifford, HyeokHyen Kwon
2024	J	`jnl`	Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing. CoRR Chaitra Hegde, Yashar Kiarashi, Allan I. Levey, Amy D. Rodriguez, HyeokHyen Kwon, Gari D. Clifford
2024	J	`jnl`	IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. CoRR Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, HyeokHyen Kwon, Thomas Plötz
2024	J	`jnl`	IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, HyeokHyen Kwon, Thomas Plötz
2024	J	`jnl`	Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. IEEE J. Biomed. Health Informatics Zifan Jiang, Salman Seyedi, Emily Griner, Ahmed Abbasi, Ali Bahrami Rad, HyeokHyen Kwon, Robert O. Cotes, Gari D. Clifford
2023	J	`jnl`	An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients. Sensors HyeokHyen Kwon, Gari D. Clifford, Imari Genias, Doug Bernhard, Christine D. Esper, Stewart A. Factor, J. Lucas McKay
2023	J	`jnl`	Classifying Tremor Dominant and Postural Instability and Gait Difficulty Subtypes of Parkinson's Disease from Full-Body Kinematics. Sensors N. Jabin Gong, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, J. Lucas McKay, HyeokHyen Kwon
2023	A	`conf`	FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition. ASSETS David Martin, Zikang Leng, Tan Gemicioglu, Jon Womack, Jocelyn Heath, William C. Neubauer, HyeokHyen Kwon, Thomas Ploetz, Thad Starner
2023	Misc	`conf`	Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. ISWC Zikang Leng, HyeokHyen Kwon, Thomas Ploetz
2023	J	`jnl`	Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. CoRR Zikang Leng, HyeokHyen Kwon, Thomas Plötz
2023	J	`jnl`	Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environments Using Bluetooth Technology. Sensors Yashar Kiarashi, Soheil Saghafi, Barun Das, Chaitra Hegde, Venkata Siva Krishna Madala, ArjunSinh Nakum, Ratan Singh, Robert Tweedy, Matthew Doiron, Amy D. Rodriguez, Allan I. Levey, Gari D. Clifford, HyeokHyen Kwon
2023	J	`jnl`	Indoor Localization and Multi-person Tracking Using Privacy Preserving Distributed Camera Network with Edge Computing. CoRR HyeokHyen Kwon, Chaitra Hegde, Yashar Kiarashi, Venkata Siva Krishna Madala, Ratan Singh, ArjunSinh Nakum, Robert Tweedy, Leandro Miletto Tonetto, Craig M. Zimring, Gari D. Clifford
2023	J	`jnl`	Indoor Localization using Bluetooth and Inertial Motion Sensors in Distributed Edge and Cloud Computing Environment. CoRR Yashar Kiarashi, Chaitra Hedge, Venkata Siva Krishna Madala, ArjunSinh Nakum, Ratan Singh, Robert Tweedy, Gari D. Clifford, HyeokHyen Kwon
2023	J	`jnl`	Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. EPJ Data Sci. Vedant Das Swain, HyeokHyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd
2023	J	`jnl`	On the Benefit of Generative Foundation Models for Human Activity Recognition. CoRR Zikang Leng, HyeokHyen Kwon, Thomas Plötz
2023	Misc	`conf`	On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition. ISWC Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Ploetz
2023	—	`conf`	Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. CinC Matthew A. Reyna, Edilberto Amorim, Reza Sameni, James Weigle, Andoni Elola, Ali Bahrami Rad, Salman Seyedi, HyeokHyen Kwon, Wei-Long Zheng, Mohammad M. Ghassemi, Michel J. A. M. van Putten, Jeannette Hofmeijer, Nicolas Gaspard, Adithya Sivaraju, Susan T. Herman, Jong Woo Lee, M. Brandon Westover, Gari D. Clifford
2022	—	`—`	Deriving Sensor-based Complex Human Activity Recognition Models Using Videos. HyeokHyen Kwon
2022	J	`jnl`	Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data. CoRR Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Plötz
2022	—	`conf`	On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors. UbiComp/ISWC Adjunct Yash Jain, HyeokHyen Kwon, Thomas Ploetz
2021	J	`jnl`	Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. HyeokHyen Kwon, Bingyao Wang, Gregory D. Abowd, Thomas Plötz
2021	J	`jnl`	Can You See It?: Good, So We Can Sense It! GetMobile Mob. Comput. Commun. HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz
2021	J	`jnl`	Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables. Sensors HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2020	J	`jnl`	IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz
2020	J	`jnl`	IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition. CoRR HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz
2020	J	`jnl`	Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior. CoRR Vedant Das Swain, HyeokHyen Kwon, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd
2019	Misc	`conf`	Handling annotation uncertainty in human activity recognition. UbiComp HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2018	Misc	`conf`	Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables. UbiComp HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2015	A*	`conf`	Data-driven depth map refinement via multi-scale sparse representation. CVPR HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin
2015	A*	`conf`	RGB-Guided Hyperspectral Image Upsampling. ICCV HyeokHyen Kwon, Yu-Wing Tai