Congyu Wu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Machine Learning

Computational Framework

Top Venues

IEEE Trans. Comput. Soc. Syst.

UbiComp/ISWC Adjunct

Publications

Zhiyuan Wang, Nusayer Hassan, Virginia LeBaron, Tabor Flickinger, David Ling, James Edwards, Congyu Wu, Mehdi Boukhechba, Laura E. Barnes
CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions. CoRR (2024)
Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. CoRR (2023)
Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. EMBC (2023)
Congyu Wu, Aaron Fisher, David M. Schnyer
Gaussian Latent Dirichlet Allocation for Discrete Human State Discovery. CoRR (2022)
Congyu Wu
Connections Between Relational Event Model and Inverse Reinforcement Learning for Characterizing Group Interaction Sequences. IEEE Trans. Comput. Soc. Syst. 9 (4) (2022)
Congyu Wu, Megan McMahon, Hagen Fritz, David M. Schnyer
Circadian Rhythms are Not Captured Equal: Exploring Circadian Metrics Extracted by Different Computational Methods from Smartphone Accelerometer and GPS Sensors in Daily Life Tracking. CoRR (2021)
Hagen Fritz, Congyu Wu, Kerry A. Kinney, Zoltán Nagy
Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions. BuildSys@SenSys (2021)
Congyu Wu, Hagen Fritz, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: a GPS-focused Smartphone Sensing Study. CoRR (2021)
Congyu Wu, Hagen Fritz, Melissa Miller, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study. Frontiers Digit. Health 3 (2021)
Sanjana Mendu, Anna N. Baglione, Sonia Baee, Congyu Wu, Brandon Ng, Adi Shaked, Gerald Clore, Mehdi Boukhechba, Laura E. Barnes
A Framework for Understanding the Relationship between Social Media Discourse and Mental Health. Proc. ACM Hum. Comput. Interact. 4 (CSCW2) (2020)
Congyu Wu, Amanda N. Barczyk, R. Cameron Craddock, Gabriella M. Harari, Edison Thomaz, Jason D. Shumake, Christopher G. Beevers, Samuel D. Gosling, David M. Schnyer
Improving Prediction of Real-Time Loneliness and Companionship Type Using Geosocial Features of Personal Smartphone Data. CoRR (2020)
Congyu Wu
Connections between Relational Event Model and Inverse Reinforcement Learning for Characterizing Group Interaction Sequences. CoRR (2020)
Congyu Wu, Hagen Fritz, Zoltán Nagy, Juan P. Maestre, Edison Thomaz, Christine Julien, Darla M. Castelli, Kaya de Barbaro, Gabriella M. Harari, R. Cameron Craddock, Kerry A. Kinney, Samuel D. Gosling, David M. Schnyer
Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments. CoRR (2020)
Sanjana Mendu, Mehdi Boukhechba, Anna N. Baglione, Sonia Baee, Congyu Wu, Laura E. Barnes
SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health. ICSC (2019)
Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber
Adaptive Passive Mobile Sensing Using Reinforcement Learning. WOWMOM (2019)
Congyu Wu, Matthew S. Gerber
Forecasting Civil Unrest Using Social Media and Protest Participation Theory. IEEE Trans. Comput. Soc. Syst. 5 (1) (2018)
Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes
Vector Space Representation of Bluetooth Encounters for Mental Health Inference. UbiComp/ISWC Adjunct (2018)
Lihua Cai, Congyu Wu, Kiana Jafari Meimandi, Matthew S. Gerber
Adaptive mobile behavior change intervention using reinforcement learning. ICCT (2017)