Sangwon Bae

According to our database, Sangwon Bae authored at least 23 papers between 2012 and 2026.

Collaborative distances:

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

2026

Freezing of Gait Prediction using Proactive Agent that Learns from Selected Experience and DDQN Algorithm.

Septian Enggar Sukmana, Sang Won Bae, Tomohiro Shibata

CoRR, March, 2026

Chain-of-Thought Reasoning with Large Language Models for Clinical Alzheimer's Disease Assessment and Diagnosis.

Tongze Zhang, Jun-En Ding, Melik Ozolcer, Fang-Ming Hung, Albert Chih-Chieh Yang, Feng Liu, Yi-Rou Ji, Sang Won Bae

CoRR, February, 2026

2025

Offline Policy Evaluation of Multi-Turn LLM Health Coaching with Real Users.

Melik Ozolcer, Sang Won Bae

CoRR, October, 2025

SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching.

Melik Ozolcer, Sang Won Bae

CoRR, September, 2025

An Exploratory Study on the Impacts of Voice-Based Conversational Agents with Proactive Interactions in the Driving Context.

Jisun Shin, Hyunjeong Ko, Sang Won Bae, Jinwoo Kim

Int. J. Hum. Comput. Interact., March, 2025

Predicting Volleyball Season Performance Using Pre-Season Wearable Data and Machine Learning.

Melik Ozolcer, Tongze Zhang, Sang Won Bae

CoRR, March, 2025

AXAI-CDSS : An Affective Explainable AI-Driven Clinical Decision Support System for Cannabis Use.

Tongze Zhang, Tammy Chung, Anind K. Dey, Sangwon Bae

CoRR, March, 2025

MetaCoXAI Framework: Linking XAI, Computational Thinking, and Metacognition for Learning.

Gi Woong Choi, Sang Won Bae

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

XAI for U 2025: 2$nd$ International Workshop on Explainable AI for Ubiquitous, Pervasive and Wearable Computing.

Mor Vered, Teena Hassan, Mandani Ntekouli, Sang Won Bae, Martin Gjoreski

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

10$th$ International Workshop on Mental Health and Well-being: From Research to Practice in Mental Healthcare.

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

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

Personalized Neural Modeling for Daily Injury Risk Assessment via Wearable Health Data.

Melik Ozolcer, Sang Won Bae

Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, 2025

2024

FacePsy: An Open-Source Affective Mobile Sensing System - Analyzing Facial Behavior and Head Gesture for Depression Detection in Naturalistic Settings.

Rahul Islam, Sang Won Bae

Proc. ACM Hum. Comput. Interact., 2024

MoodCam: Mood Prediction Through Smartphone-Based Facial Affect Analysis in Real-World Settings.

Rahul Islam, Tongze Zhang, Sangwon Bae

CoRR, 2024

Revolutionizing Mental Health Support: An Innovative Affective Mobile Framework for Dynamic, Proactive, and Context-Adaptive Conversational Agents.

Rahul Islam, Sang Won Bae

CoRR, 2024

S-ADL: Exploring Smartphone-based Activities of Daily Living to Detect Blood Alcohol Concentration in a Controlled Environment.

Hansoo Lee, Auk Kim, Sangwon Bae, Uichin Lee

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

MoodPupilar: Predicting Mood Through Smartphone Detected Pupillary Responses in Naturalistic Settings.

Rahul Islam, Tongze Zhang, Priyanshu Singh Bisen, Sang Won Bae

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024

Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults.

Tongze Zhang, Tammy Chung, Anind K. Dey, Sang Won Bae

Proceedings of the International Conference on Activity and Behavior Computing, 2024

PupilSense: Detection of Depressive Episodes through Pupillary Response in the Wild.

Rahul Islam, Sang Won Bae

Proceedings of the International Conference on Activity and Behavior Computing, 2024

2022

Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior.

Runze Yan, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sangwon Bae, Anind K. Dey, Carissa A. Low, Aidan G. C. Wright, Afsaneh Doryab

Future Gener. Comput. Syst., 2022

2017

Detecting Drinking Episodes in Young Adults Using Smartphone-based Sensors.

Sangwon Bae, Denzil Ferreira, Brian Suffoletto, Juan C. Puyana, Ryan Kurtz, Tammy Chung, Anind K. Dey

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

2016

Using passively collected sedentary behavior to predict hospital readmission.

Sangwon Bae, Anind K. Dey, Carissa A. Low

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2013

Good Samaritans on social network services: Effects of shared context information on social supports for strangers.

Sangwon Bae, Jinkyu Jang, Jinwoo Kim

Int. J. Hum. Comput. Stud., 2013

2012

The effects of egocentric and allocentric representations on presence and perceived realism: Tested in stereoscopic 3D games.

Sangwon Bae, Haein Lee, Hyejin Park, Hanju Cho, Joonah Park, Jinwoo Kim

Interact. Comput., 2012