Congyu Wu

According to our database, Congyu Wu authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline.

Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Connections Between Relational Event Model and Inverse Reinforcement Learning for Characterizing Group Interaction Sequences.

Congyu Wu

IEEE Trans. Comput. Soc. Syst., 2022

Gaussian Latent Dirichlet Allocation for Discrete Human State Discovery.

Congyu Wu, Aaron Fisher, David M. Schnyer

CoRR, 2022

2021

Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study.

Congyu Wu, Hagen Fritz, Melissa Miller, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer

Frontiers Digit. Health, 2021

Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: a GPS-focused Smartphone Sensing Study.

Congyu Wu, Hagen Fritz, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer

CoRR, 2021

Circadian Rhythms are Not Captured Equal: Exploring Circadian Metrics Extracted by Different Computational Methods from Smartphone Accelerometer and GPS Sensors in Daily Life Tracking.

Congyu Wu, Megan McMahon, Hagen Fritz, David M. Schnyer

CoRR, 2021

Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions.

Hagen Fritz, Congyu Wu, Kerry A. Kinney, Zoltán Nagy

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

2020

A Framework for Understanding the Relationship between Social Media Discourse and Mental Health.

Sanjana Mendu, Anna N. Baglione, Sonia Baee, Congyu Wu, Brandon Ng, Adi Shaked, Gerald Clore, Mehdi Boukhechba, Laura E. Barnes

Proc. ACM Hum. Comput. Interact., 2020

Improving Prediction of Real-Time Loneliness and Companionship Type Using Geosocial Features of Personal Smartphone Data.

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

CoRR, 2020

Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments.

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

CoRR, 2020

2019

Adaptive Passive Mobile Sensing Using Reinforcement Learning.

Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber

Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health.

Sanjana Mendu, Mehdi Boukhechba, Anna N. Baglione, Sonia Baee, Congyu Wu, Laura E. Barnes

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

2018

Forecasting Civil Unrest Using Social Media and Protest Participation Theory.

Congyu Wu, Matthew S. Gerber

IEEE Trans. Comput. Soc. Syst., 2018

Vector Space Representation of Bluetooth Encounters for Mental Health Inference.

Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

Adaptive mobile behavior change intervention using reinforcement learning.

Lihua Cai, Congyu Wu, Kiana Jafari Meimandi, Matthew S. Gerber

Proceedings of the International Conference on Companion Technology, 2017