Inferring Mood Instability on Social Media by Leveraging Ecological Momentary Assessments. - Koustuv Saha; Larry Chan; Kaya de Barbaro; Gregory D. Abowd; Munmun De Choudhury (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Modeling Stress with Social Media Around Incidents of Gun Violence on College Campuses. - Koustuv Saha; Munmun De Choudhury (Proc. ACM Hum. Comput. Interact., 2017)

A Social Media Based Examination of the Effects of Counseling Recommendations after Student Deaths on College Campuses. - Koustuv Saha; Ingmar Weber; Munmun De Choudhury (ICWSM, 2018)

Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior. - Koustuv Saha; Raghu Mulukutla; Kari Nies; Pablo Robles-Granda; Anusha Sirigiri; Dong Whi Yoo; Pino G. Audia; Andrew T. Campbell; Nitesh V. Chawla; Sidney K. D'Mello; Anind K. Dey; Manikanta D. Reddy; et al. (ACII, 2019)

The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers. - Stephen M. Mattingly; Julie M. Gregg; Pino G. Audia; Ayse Elvan Bayraktaroglu; Andrew T. Campbell; Nitesh V. Chawla; Vedant Das Swain; Munmun De Choudhury; Sidney K. D'Mello; Anind K. Dey; Ge Gao 001; Krithika Jagannath; et al. (CHI Extended Abstracts, 2019)

Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing. - Koustuv Saha; Ayse Elvan Bayraktaroglu; Andrew T. Campbell; Nitesh V. Chawla; Munmun De Choudhury; Sidney K. D'Mello; Anind K. Dey; Ge Gao 001; Julie M. Gregg; Krithika Jagannath; Gloria Mark; Gonzalo J. Martínez; et al. (CHI Extended Abstracts, 2019)

On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook. - Filipe Nunes Ribeiro; Koustuv Saha; Mahmoudreza Babaei; Lucas Henrique C. Lima; Johnnatan Messias; Fabrício Benevenuto; Oana Goga; Krishna P. Gummadi; Elissa M. Redmiles (FAT, 2019)

A Social Media Study on the Effects of Psychiatric Medication Use. - Koustuv Saha; Benjamin Sugar; John B. Torous; Bruno D. Abrahao; Emre Kiciman; Munmun De Choudhury (ICWSM, 2019)

Prevalence and Psychological Effects of Hateful Speech in Online College Communities. - Koustuv Saha; Eshwar Chandrasekharan; Munmun De Choudhury (WebSci, 2019)

Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing. - Shayan Mirjafari; Kizito Masaba; Ted Grover; Weichen Wang 001; Pino G. Audia; Andrew T. Campbell; Nitesh V. Chawla; Vedant Das Swain; Munmun De Choudhury; Anind K. Dey; Sidney K. D'Mello; Ge Gao 001; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Prediction of Mood Instability with Passive Sensing. - Mehrab Bin Morshed; Koustuv Saha; Richard Li 002; Sidney K. D'Mello; Munmun De Choudhury; Gregory D. Abowd; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas. - 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; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

The Language of LGBTQ+ Minority Stress Experiences on Social Media. - Koustuv Saha; Sang Chan Kim; Manikanta D. Reddy; Albert J. Carter; Eva Sharma; Oliver L. Haimson; Munmun De Choudhury (Proc. ACM Hum. Comput. Interact., 2019)

LibRA: On LinkedIn based Role Ambiguity and Its Relationship with Wellbeing and Job Performance. - Koustuv Saha; Manikanta D. Reddy; Stephen M. Mattingly; Edward Moskal; Anusha Sirigiri; Munmun De Choudhury (Proc. ACM Hum. Comput. Interact., 2019)

Modeling Organizational Culture with Workplace Experiences Shared on Glassdoor. - Vedant Das Swain; Koustuv Saha; Manikanta D. Reddy; Hemang Rajvanshy; Gregory D. Abowd; Munmun De Choudhury (CHI, 2020)

Social Media and Ubiquitous Technologies for Remote Worker Wellbeing and Productivity in a Post-Pandemic World. - Vedant Das Swain; Koustuv Saha; Gregory D. Abowd; Munmun De Choudhury (CogMI, 2020)

Computational and Causal Examinations of Wellbeing in Situated Contexts by Leveraging Social Media and Multimodal Data. - Koustuv Saha (CSCW Companion, 2020)

Understanding Moderation in Online Mental Health Communities. - Koustuv Saha; Sindhu Kiranmai Ernala; Sarmistha Dutta; Eva Sharma; Munmun De Choudhury (HCI (15), 2020)

Causal Factors of Effective Psychosocial Outcomes in Online Mental Health Communities. - Koustuv Saha; Amit Sharma 007 (ICWSM, 2020)

Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams. - Gonzalo J. Martínez; Stephen M. Mattingly; Jessica Young; Louis Faust; Anind K. Dey; Andrew T. Campbell; Munmun De Choudhury; Shayan Mirjafari; Subigya K. Nepal; Pablo Robles-Granda; Koustuv Saha; Aaron D. Striegel (PerCom Workshops, 2020)

Measuring Self-Esteem with Passive Sensing. - Mehrab Bin Morshed; Koustuv Saha; Munmun De Choudhury; Gregory D. Abowd; Thomas Plötz (PervasiveHealth, 2020)

Examining factors associated with Twitter account suspension following the 2020 U.S. presidential election. - Farhan Asif Chowdhury; Dheeman Saha; Md Rashidul Hasan; Koustuv Saha; Abdullah Mueen (ASONAM, 2021)

AdverTiming Matters: Examining User Ad Consumption for Effective Ad Allocations on Social Media. - Koustuv Saha; Yozen Liu; Nicholas Vincent; Farhan Asif Chowdhury; Leonardo Neves; Neil Shah; Maarten W. Bos (CHI, 2021)

What Life Events are Disclosed on Social Media, How, When, and By Whom? - Koustuv Saha; Jordyn Seybolt; Stephen M. Mattingly; Talayeh Aledavood; Chaitanya Konjeti; Gonzalo J. Martínez; Ted Grover; Gloria Mark; Munmun De Choudhury (CHI, 2021)

Towards Mutual Theory of Mind in Human-AI Interaction: How Language Reflects What Students Perceive About a Virtual Teaching Assistant. - Qiaosi Wang; Koustuv Saha; Eric Gregori; David A. Joyner; Ashok K. Goel 001 (CHI, 2021)

CEAM: The Effectiveness of Cyclic and Ephemeral Attention Models of User Behavior on Social Platforms. - Farhan Asif Chowdhury; Yozen Liu; Koustuv Saha; Nicholas Vincent; Leonardo Neves; Neil Shah; Maarten W. Bos (ICWSM, 2021)

Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being. - Pablo Robles-Granda; Suwen Lin; Xian Wu 003; Gonzalo J. Martínez; Stephen M. Mattingly; Edward Moskal; Aaron Striegel; Nitesh V. Chawla; Sidney D'Mello; Julie M. Gregg; Kari Nies; Gloria Mark; et al. (IEEE Comput. Intell. Mag., 2021)

Assessing the mental health of college students by leveraging social media data. - Koustuv Saha; Munmun De Choudhury (XRDS, 2021)

Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing. - Koustuv Saha; Ted Grover; Stephen M. Mattingly; Vedant Das Swain; Pranshu Gupta; Gonzalo J. Martínez; Pablo Robles-Granda; Gloria Mark; Aaron Striegel; Munmun De Choudhury (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

"The Smartest Decision for My Future": Social Media Reveals Challenges and Stress During Post-College Life Transition. - Crystal Gong; Koustuv Saha; Stevie Chancellor (Proc. ACM Hum. Comput. Interact., 2021)

A Social Media Study on Demographic Differences in Perceived Job Satisfaction. - Koustuv Saha; Asra Yousuf; Louis Hickman; Pranshu Gupta; Louis Tay; Munmun De Choudhury (Proc. ACM Hum. Comput. Interact., 2021)

Predicting Job Performance Using Mobile Sensing. - 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 (IEEE Pervasive Comput., 2021)

Computational and Causal Approaches on Social Media and Multimodal Sensing Data: Examining Wellbeing in Situated Contexts. - Koustuv Saha (2021)

Categorizing Memes About the Ukraine Conflict. - Keyu Chen; Ashley Feng; Rohan Aanegola; Koustuv Saha; Allie Wong; Zach Schwitzky; Roy Ka-Wei Lee; Robin O'Hanlon; Munmun De Choudhury; Frederick L. Altice; Kaveh Khoshnood; Navin Kumar 004 (CSoNet, 2022)

Classifying Minority Stress Disclosure on Social Media with Bidirectional Long Short-Term Memory. - Cory J. Cascalheira; Shah Muhammad Hamdi; Jillian R. Scheer; Koustuv Saha; Soukaina Filali Boubrahimi; Munmun De Choudhury (ICWSM, 2022)

A Survey of Passive Sensing in the Workplace. - 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 (CoRR, 2022)

Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being. - Mehrab Bin Morshed; Samruddhi Shreeram Kulkarni; Koustuv Saha; Richard Li 002; Leah G. Roper; Lama Nachman; Hong Lu 006; Lucia Mirabella; Sanjeev Srivastava; Kaya de Barbaro; Munmun De Choudhury; Thomas Plötz; et al. (ACM Trans. Comput. Heal., 2022)

Veteran Critical Theory as a Lens to Understand Veterans' Needs and Support on Social Media. - Jiawei Zhou 002; Koustuv Saha; Irene Michelle Lopez Carron; Dong Whi Yoo; Catherine R. Deeter; Munmun De Choudhury; Rosa I. Arriaga (Proc. ACM Hum. Comput. Interact., 2022)

Investigating Self-supervised Learning for Predicting Stress and Stressors from Passive Sensing. - Harish Haresamudram; Jina Suh; Javier Hernandez; Jenna L. Butler; Ahad Chaudhry; Longqi Yang; Koustuv Saha; Mary Czerwinski (ACIIW, 2023)

Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries. - Jina Suh; Javier Hernandez; Koustuv Saha; Kathy Dixon; Mehrab Bin Morshed; Esther Howe; Anna Kawakami; Mary Czerwinski (ACIIW, 2023)

Predicting Opioid Use Outcomes in Minoritized Communities. - Abhay Goyal; Nimay Parekh; Lam Yin Cheung; Koustuv Saha; Frederick L. Altice; Robin O'Hanlon; Roger Ho Chun Man; Chunki Fong; Christian Poellabauer; Honoria Guarino; Pedro Mateu-Gelabert; Navin Kumar 004 (BCB, 2023)

Focus Time for Wellbeing and Work Engagement of Information Workers. - Koustuv Saha; Shamsi T. Iqbal (CHI Extended Abstracts, 2023)

Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting. - Yasaman S. Sefidgar; Matthew Jörke; Jina Suh; Koustuv Saha; Shamsi T. Iqbal; Gonzalo A. Ramos; Mary P. Czerwinski (CHI Extended Abstracts, 2023)

Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work. - Vedant Das Swain; Javier Hernandez; Brian Houck; Koustuv Saha; Jina Suh; Ahad Chaudhry; Tenny Cho; Wendy Guo; Shamsi T. Iqbal; Mary Czerwinski (CHI, 2023)

Focus Time: Effectiveness of Computer Assisted Protected Time for Wellbeing and Work Engagement of Information Workers. - Koustuv Saha; Shamsi T. Iqbal (CHIWORK, 2023)

Can Workers Meaningfully Consent to Workplace Wellbeing Technologies? - Shreya Chowdhary; Anna Kawakami; Mary L. Gray; Jina Suh; Alexandra Olteanu; Koustuv Saha (FAccT, 2023)

Future of Workplace Conversational AI-driven Personal Assistants: Promises and Perils. - Koustuv Saha; Eshwar Chandrasekharan (FIRE, 2023)

Partisan US News Media Representations of Syrian Refugees. - Keyu Chen; Marzieh Babaeianjelodar; Yiwen Shi; Kamila Janmohamed; Rupak Sarkar; Ingmar Weber; Thomas Davidson; Munmun De Choudhury; Jonathan Huang; Shweta Yadav 001; Ashiqur R. KhudaBukhsh; Chris T. Bauch; et al. (ICWSM, 2023)

Mental Health Coping Stories on Social Media: A Causal-Inference Study of Papageno Effect. - Yunhao Yuan 002; Koustuv Saha; Barbara Keller; Erkki Tapio Isometsä; Talayeh Aledavood (WWW, 2023)

Predicting Opioid Use Outcomes in Minoritized Communities. - Abhay Goyal; Nimay Parekh; Lam Yin Cheung; Koustuv Saha; Frederick L. Altice; Robin O'Hanlon; Roger Ho Chun Man; Christian Poellabauer; Honoria Guarino; Pedro Mateu-Gelabert; Navin Kumar 004 (CoRR, 2023)

Using Audio Data to Facilitate Depression Risk Assessment in Primary Health Care. - Adam Valen Levinson; Abhay Goyal; Roger Ho Chun Man; Roy Ka-Wei Lee; Koustuv Saha; Nimay Parekh; Frederick L. Altice; Lam Yin Cheung; Munmun De Choudhury; Navin Kumar 004 (CoRR, 2023)

Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders. - Anna Kawakami; Shreya Chowdhary; Shamsi T. Iqbal; Q. Vera Liao; Alexandra Olteanu; Jina Suh; Koustuv Saha (Proc. ACM Hum. Comput. Interact., 2023)

Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI. - Upol Ehsan; Koustuv Saha; Munmun De Choudhury; Mark O. Riedl (Proc. ACM Hum. Comput. Interact., 2023)

Supporters First: Understanding Online Social Support on Mental Health from a Supporter Perspective. - Meeyun Kim; Koustuv Saha; Munmun De Choudhury; Daejin Choi (Proc. ACM Hum. Comput. Interact., 2023)

Bystanders of Online Moderation: Examining the Effects of Witnessing Post-Removal Explanations. - Shagun Jhaver; Himanshu Rathi; Koustuv Saha (CHI, 2024)

LLM-Mod: Can Large Language Models Assist Content Moderation? - Mahi Kolla; Siddharth Salunkhe; Eshwar Chandrasekharan; Koustuv Saha (CHI Extended Abstracts, 2024)

Observer Effect in Social Media Use. - Koustuv Saha; Pranshu Gupta; Gloria Mark; Emre Kiciman; Munmun De Choudhury (CHI, 2024)

Teacher, Trainer, Counsel, Spy: How Generative AI can Bridge or Widen the Gaps in Worker-Centric Digital Phenotyping of Wellbeing. - Vedant Das Swain; Koustuv Saha (CHIWORK, 2024)

Expectation Conformance in Online Sound Therapy: Designing Tools for Users of Mental Wellbeing Applications. - Arjun Arunasalam; Jason Tong; Habiba Farrukh; Muslum Ozgur Ozmen; Koustuv Saha; Z. Berkay Celik (CSCW Companion, 2024)

Investigating How Gilds Were Employed on Reddit. - Charlotte Lambert; Yoshee Jain; Koustuv Saha; Eshwar Chandrasekharan (CSCW Companion, 2024)

The LGBTQ+ Minority Stress on Social Media (MiSSoM) Dataset: A Labeled Dataset for Natural Language Processing and Machine Learning. - Cory J. Cascalheira; Santosh Chapagain; Ryan E. Flinn; Dannie Klooster; Danica Laprade; Yuxuan Zhao; Emily M. Lund; Alejandra Gonzalez; Kelsey Corro; Rikki Wheatley; Ana Gutierrez; Oziel Garcia Villanueva; et al. (ICWSM, 2024)

Using Voice Data to Facilitate Depression Risk Assessment in Primary Health Care. - Abhay Goyal; Roger Ho Chun Man; Roy Ka-Wei Lee; Koustuv Saha; Frederick L. Altice; Christian Poellabauer; Orestis Papakyriakopoulos; Lam Yin Cheung; Munmun De Choudhury; Kanica Allagh; Navin Kumar 004 (WebSci (Companion), 2024)

Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing. - Han Zhang 004; Vedant Das Swain; Leijie Wang; Nan Gao; Yilun Sheng; Xuhai Xu; Flora D. Salim; Koustuv Saha; Anind K. Dey; Jennifer Mankoff (CoRR, 2024)

Exploring the Role of LLMs for Supporting Older Adults: Opportunities and Concerns. - Sidharth Kaliappan; Abhay Sheel Anand; Koustuv Saha; Ravi Karkar (CoRR, 2024)

Editorial: Digital mental health and wellbeing under crisis. - Koustuv Saha; Kokil Jaidka; Jennifer Kim; Jina Suh (Frontiers Digit. Health, 2024)

Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting. - Yasaman S. Sefidgar; Matthew Jörke; Jina Suh; Koustuv Saha; Shamsi T. Iqbal; Gonzalo A. Ramos; Mary Czerwinski (Proc. ACM Hum. Comput. Interact., 2024)

Does Positive Reinforcement Work?: A Quasi-Experimental Study of the Effects of Positive Feedback on Reddit. - Charlotte Lambert; Koustuv Saha; Eshwar Chandrasekharan (CHI, 2025)

AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker. - Vedant Das Swain; Qiuyue "Joy" Zhong; Jash Rajesh Parekh; Yechan Jeon; Roy Zimmermann; Mary P. Czerwinski; Jina Suh; Varun Mishra 001; Koustuv Saha; Javier Hernandez (CHI, 2025)

A Survey of Passive Sensing for Workplace Wellbeing and Productivity. - Subigya K. Nepal; Gonzalo J. Martínez; Arvind Pillai; Koustuv Saha; Shayan Mirjafari; Vedant Das Swain; Xuhai Xu; Pino G. Audia; Munmun De Choudhury; Anind K. Dey; Aaron Striegel; Andrew T. Campbell (HCI (3), 2025)

Deceptive Sound Therapy on Online Platforms: Do Mental Wellbeing Tracks Conform to User Expectations? - Arjun Arunasalam; Jason Tong; Habiba Farrukh; Muslum Ozgur Ozmen; Koustuv Saha; Z. Berkay Celik (ICWSM, 2025)

Mental Health Impact of the COVID-19 Pandemic on College Students: A Quasi-Experimental Study on Social Media. - Koustuv Saha; Bhaskar Kotakonda; Munmun De Choudhury (ICWSM, 2025)

SLM-Mod: Small Language Models Surpass LLMs at Content Moderation. - Xianyang Zhan; Agam Goyal; Yilun Chen; Eshwar Chandrasekharan; Koustuv Saha (NAACL (Long Papers), 2025)

Emails by LLMs: A Comparison of Language in AI-Generated and Human-Written Emails. - Weijiang Li; Yinmeng Lai; Sandeep Soni; Koustuv Saha (WebSci, 2025)

User Archetypes and Information Dynamics on Telegram: COVID-19 and Climate Change Discourse in Singapore. - Val Alvern Cueco Ligo; Lam Yin Cheung; Roy Ka-Wei Lee; Koustuv Saha; Edson C. Tandoc Jr.; Navin Kumar 004 (WWW (Companion Volume), 2025)

Examining Algorithmic Curation on Social Media: An Empirical Audit of Reddit's r/popular Feed. - Jackie Chan; Frederick Choi; Koustuv Saha; Eshwar Chandrasekharan (CoRR, 2025)

Linguistic Comparison of AI- and Human-Written Responses to Online Mental Health Queries. - Koustuv Saha; Yoshee Jain; Munmun De Choudhury (CoRR, 2025)

Interpersonal Theory of Suicide as a Lens to Examine Suicidal Ideation in Online Spaces. - Soorya Ram Shimgekar; Violeta J. Rodriguez; Paul A. Bloom; Dong Whi Yoo; Koustuv Saha (CoRR, 2025)

AI Chatbots for Mental Health: Values and Harms from Lived Experiences of Depression. - Dong Whi Yoo; Jiayue Melissa Shi; Violeta J. Rodriguez; Koustuv Saha (CoRR, 2025)

Communication Styles and Reader Preferences of LLM and Human Experts in Explaining Health Information. - Jiawei Zhou 002; Kritika Venkatachalam; Minje Choi; Koustuv Saha; Munmun De Choudhury (CoRR, 2025)

MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance. - Agam Goyal; Xianyang Zhan; Yilun Chen; Koustuv Saha; Eshwar Chandrasekharan (CoRR, 2025)

Can we Debias Social Stereotypes in AI-Generated Images? Examining Text-to-Image Outputs and User Perceptions. - Saharsh Barve; Andy Mao; Jiayue Melissa Shi; Prerna Juneja; Koustuv Saha (CoRR, 2025)

Balancing Caregiving and Self-Care: Exploring Mental Health Needs of Alzheimer's and Dementia Caregivers. - Jiayue Melissa Shi; Keran Wang; Dong Whi Yoo; Ravi Karkar; Koustuv Saha (CoRR, 2025)

Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers. - Jiayue Melissa Shi; Dong Whi Yoo; Keran Wang; Violeta J. Rodriguez; Ravi Karkar; Koustuv Saha (CoRR, 2025)

Agentic AI framework for End-to-End Medical Data Inference. - Soorya Ram Shimgekar; Shayan Vassef; Abhay Goyal; Navin Kumar 004; Koustuv Saha (CoRR, 2025)