Subigya Nepal

31 papers A* 3Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing.
CHIL
Arvind Pillai, Dimitris Spathis, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew Campbell
2025 J jnl
Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing.
CoRR
Arvind Pillai, Dimitris Spathis, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew Campbell
2025 J jnl
From User Surveys to Telemetry-Driven AI Agents: Exploring the Potential of Personalized Productivity Solutions.
Proc. ACM Hum. Comput. Interact.
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi T. Iqbal, Mary P. Czerwinski
2025 J jnl
LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models.
CoRR
Wenxuan Xu, Arvind Pillai, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew T. Campbell
2024 J jnl
Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire.
Proc. ACM Hum. Comput. Interact.
Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
2024 J jnl
Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Subigya Nepal, Wenjun Liu, Arvind Pillai, Weichen Wang, Vlado Vojdanovski, Jeremy F. Huckins, Courtney Rogers, Meghan Meyer, Andrew T. Campbell
2024 — conf
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App.
CHI Extended Abstracts
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Eunsol Soul Choi, Xuhai Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Colin A. Depp, Nicholas C. Jacobson, Mary P. Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App.
CoRR
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Eunsol Soul Choi, Xuhai Orson Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Colin A. Depp, Nicholas C. Jacobson, Mary Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions.
CoRR
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi T. Iqbal, Mary Czerwinski
2024 J jnl
GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling.
GetMobile Mob. Comput. Commun.
Xuhai Orson Xu, Xin Liu, Han Zhang, Weichen Wang, Subigya Nepal, Yasaman S. Sefidgar, Woosuk Seo, Kevin S. Kuehn, Jeremy F. Huckins, Margaret E. Morris, Paula S. Nurius, Eve A. Riskin, Shwetak N. Patel, Tim Althoff, Andrew T. Campbell, Anind K. Dey, Jennifer Mankoff
2024 J jnl
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences.
CoRR
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Michael V. Heinz, Ashmita Kunwar, Eunsol Soul Choi, Xuhai Orson Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Sarah M. Preum, Colin Depp, Nicholas Jacobson, Mary Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Michael V. Heinz, Ashmita Kunwar, Eunsol Soul Choi, Xuhai Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Sarah M. Preum, Colin Depp, Nicholas C. Jacobson, Mary P. Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images.
CoRR
Subigya Nepal, Arvind Pillai, Weichen Wang, Tess Griffin, Amanda C. Collins, Michael V. Heinz, Damien Lekkas, Shayan Mirjafari, Matthew Nemesure, George D. Price, Nicholas C. Jacobson, Andrew T. Campbell
2024 A* conf
MoodCapture: Depression Detection using In-the-Wild Smartphone Images.
CHI
Subigya Nepal, Arvind Pillai, Weichen Wang, Tess Griffin, Amanda C. Collins, Michael V. Heinz, Damien Lekkas, Shayan Mirjafari, Matthew Nemesure, George D. Price, Nicholas C. Jacobson, Andrew T. Campbell
2024 J jnl
Social Isolation and Serious Mental Illness: The Role of Context-Aware Mobile Interventions.
IEEE Pervasive Comput.
Subigya Nepal, Arvind Pillai, Emma M. Parrish, Jason Holden, Colin Depp, Andrew T. Campbell, Eric L. Granholm
2023 — conf
Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning.
CHIL
Arvind Pillai, Subigya Nepal, Andrew Campbell
2023 J jnl
Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning.
CoRR
Arvind Pillai, Subigya Nepal, Andrew T. Campbell
2023 J jnl
Social Isolation and Serious Mental Illness: The Role of Context-Aware Mobile Interventions.
CoRR
Subigya Nepal, Arvind Pillai, Emma M. Parrish, Jason Holden, Colin A. Depp, Andrew T. Campbell, Eric L. Granholm
2023 J jnl
The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weichen Wang, Weizhe Xu, Ayesha Chander, Subigya Nepal, Benjamin Buck, Serguei Pakhomov, Trevor Cohen, Dror Ben-Zeev, Andrew Campbell
2023 J jnl
Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations.
CoRR
Shayan Mirjafari, Subigya Nepal, Weichen Wang, Andrew T. Campbell
2022 J jnl
A Survey of Passive Sensing in the Workplace.
CoRR
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Koustuv Saha, Vedant Das Swain, Xuhai Xu, Pino G. Audia, Munmun De Choudhury, Anind K. Dey, Aaron Striegel, Andrew T. Campbell
2022 A* conf
COVID Student Study: A Year in the Life of College Students during the COVID-19 Pandemic Through the Lens of Mobile Phone Sensing.
CHI
Subigya Nepal, Weichen Wang, Vlado Vojdanovski, Jeremy F. Huckins, Alex daSilva, Meghan Meyer, Andrew T. Campbell
2022 J jnl
First-Gen Lens: Assessing Mental Health of First-Generation Students across Their First Year at College Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weichen Wang, Subigya Nepal, Jeremy F. Huckins, Lessley Hernandez, Vlado Vojdanovski, Dante Mack, Jane Plomp, Arvind Pillai, Mikio Obuchi, Alex daSilva, Eilis Murphy, Elin Hedlund, Courtney Rogers, Meghan Meyer, Andrew Campbell
2022 J jnl
GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xuhai Xu, Xin Liu, Han Zhang, Weichen Wang, Subigya Nepal, Yasaman S. Sefidgar, Woosuk Seo, Kevin S. Kuehn, Jeremy F. Huckins, Margaret E. Morris, Paula S. Nurius, Eve A. Riskin, Shwetak N. Patel, Tim Althoff, Andrew Campbell, Anind K. Dey, Jennifer Mankoff
2021 J jnl
Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing.
IEEE Pervasive Comput.
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Stephen M. Mattingly, Vedant Das Swain, Aaron Striegel, Pino G. Audia, Andrew T. Campbell
2021 J jnl
Current practices in mental health sensing.
XRDS
Subigya Nepal, Weichen Wang, Bishal Sharma, Prabesh Paudel
2021 J jnl
Predicting Job Performance Using Mobile Sensing.
IEEE Pervasive Comput.
Shayan Mirjafari, Hessam Bagherinezhad, Subigya Nepal, Gonzalo J. Martínez, Koustuv Saha, Mikio Obuchi, Pino G. Audia, Nitesh V. Chawla, Anind K. Dey, Aaron Striegel, Andrew T. Campbell
2020 J jnl
Detecting Job Promotion in Information Workers Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Subigya Nepal, Shayan Mirjafari, Gonzalo J. Martínez, Pino G. Audia, Aaron Striegel, Andrew T. Campbell
2020 A* conf
Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing.
CHI
Weichen Wang, Shayan Mirjafari, Gabriella M. Harari, Dror Ben-Zeev, Rachel Brian, Tanzeem Choudhury, Marta Hauser, John Kane, Kizito Masaba, Subigya Nepal, Akane Sano, Emily A. Scherer, Vincent W. S. Tseng, Rui Wang, Hongyi Wen, Jialing Wu, Andrew Campbell
2019 J jnl
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Vedant Das Swain, Koustuv Saha, Hemang Rajvanshy, Anusha Sirigiri, Julie M. Gregg, Suwen Lin, Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Andrew T. Campbell, Nitesh V. Chawla, Sidney D'Mello, Anind K. Dey, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Louis Tay, Gregory D. Abowd, Munmun De Choudhury
2019 J jnl
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shayan Mirjafari, Kizito Masaba, Ted Grover, Weichen Wang, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Anind K. Dey, Sidney K. D'Mello, Ge Gao, Julie M. Gregg, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel