Publications

2024
  • NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. CSCW 2024
  • The Potential Impact of AI Innovations on U.S. Occupations. PNAS Nexus 2024
  • AI Design: A Responsible AI Framework for Pre-filling Impact Assessment Reports. IEEE Internet Computing 2024
  • Co-designing an AI Impact Assessment Report Template with AI Practitioners and AI Compliance Experts. AIES 2024
  • The Impact of Responsible AI Research on Innovation and Development. AIES 2024
  • ExploreGen: Large Language Models for Envisioning the Uses and Risks of AI Technologies. AIES 2024
  • The Atlas of AI Incidents in Mobile Computing: Visualizing the Risks and Benefits of AI Gone Mobile. ACM Mobile HCI (demo) 2024
  • Good Intentions, Risky Inventions: A Method for Assessing the Risks and Benefits of AI in Mobile and Wearable Uses. ACM Mobile HCI 2024
  • The Geography of U.S. Companies That Care About Their Employees. CHIWORK 2024
  • Characterizing Fake News Targeting Corporations. ICWSM 2024
  • Using Self-supervised Learning Can Improve Model Fairness. KDD 2024
  • WEIRD ICWSM: How Western, Educated, Industrialized, Rich, and Democratic is Social Computing Research?. ICWSM DARE Workshop 2024
  • RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles. CSCW 2024
  • Guidelines for Integrating Value Sensitive Design in Responsible AI Toolkits. CHI 2024
  • User Characteristics in Explainable AI: The Rabbit Hole of Personalization? CHI 2024
  • Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence. CHI 2024

2023
  • Our Nudges, Our Selves: Tailoring Mobile User Engagement Using Personality. INTERACT 2023
  • Social dimensions impact individual sleep quantity and quality. Nature Scientific Reports
  • Insider stories: Analyzing Internal Sustainability Efforts of major US companies from online reviews. Nature HSSC
  • How Circadian Rhythms Extracted from Social Media Relate to Physical Activity and Sleep. AAAI ICWSM
  • WEIRD FAccTs: How Western, Educated, Industrialized, Rich, and Democratic is FAccT? ACM FAccT
  • Human-Centered Responsible Artificial Intelligence: Current & Future Trends. ACM CHI EA
  • Quantified Canine: Inferring Dog Personality From Wearables. ACM CHI
  • Quantifying the impact of positive stress on companies from online employee reviews. Nature Scientific Reports

2022
  • Good Intentions, Bad Inventions: How Employees Judge Pervasive Technologies in the Workplace. IEEE Pervasive Computing
  • Depression at Work: Exploring Depression in Major US Companies from Online Reviews. ACM CSCW
  • On the adoption of e-moped sharing systems. EPJ Data Science
  • The Future of Hybrid Meetings. ACM CHIWORK
  • Visualizing Internal Sustainability Efforts in Big Companies. IEEE Computer Graphics and Applications.
  • Predicting Meeting Success With Nuanced Emotions. IEEE Pervasive Computing
  • Epidemic dreams: dreaming about health during the COVID-19 pandemic. Royal Society Open Science

2021
  • Imagine a Walkable City: Physical activity and urban imageability across 19 major cities. EPJ Data Science
  • The Role of Different Types of Conversations for Meeting Success. IEEE Pervasive Computing
  • Anticipatory Detection of Compulsive Body-focused Repetitive Behaviors with Wearables. ACM MobileHCI
  • How epidemic psychology works on Twitter: Evolution of responses to the COVID-19 pandemic in the U.S. Nature HSSC
  • Streetonomics: Quantifying Culture Using Street Names. PLOS ONE
  • The Healthy States of America: Creating a Health Taxonomy with Social Media. ICWSM
  • The Dreamcatcher: Interactive Storytelling of Dreams. IEEE Computer Graphics and Applications
  • Predicting urban innovation from the US Workforce Mobility Network. HSSC, Nature
  • Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data. ACM CSCW
  • Nowcasting Gentrification Using Airbnb Data. ACM CSCW
  • The Healthy States of America: Creating a Health Taxonomy with Social Media AAAI ICWSM
  • Retrofitting Meetings for Psychological Safety. IUI Workshops
  • A data-driven approach for assessing biking safety in cities. EPJ Data Science
  • The Language of Situational Empathy. ACM CSCW
  • KAIROS: Talking Heads and Moving Bodies for Successful Meetings. ACM HotMobile

2020
  • ComFeel: Productivity is a Matter of the Senses Too. ACM IMWUT (Ubicomp)
  • MeetCues: Supporting Online Meetings Experience. IEEE VIS
  • Humane Visual AI: Telling the Stories Behind a Medical Condition. IEEE VIS
  • Cartographic Design of Cultural Maps. IEEE Computer Graphics and Applications
  • HeartBees: Visualizing Crowd Affects. IEEE VISAP
  • Having a Heart Time? A Wearable-based Biofeedback System. ACM MobileHCI (demo)
  • WellBeat: A Framework for Tracking Daily Well-being Using Smartwatches. IEEE Internet Computing
  • Our dreams, our selves: automatic analysis of dream reports. Royal Society
  • Motivational Qualities of Songs for Daily Activities. EPJ Data Science
  • Extracting medical entities from social media. ACM CHIL
  • Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London. Nature Scientific Data
  • Ten Social Dimensions of Conversations and Relationships. ACM WWW
  • FaceLift: a transparent deeplearning framework tobeautify urban scenes. Royal Society

2019
  • Large-scale and high-resolution analysis of food purchases and health outcomes. EPJ Data Science
  • The Language of Dialogue Is Complex. AAAI ICWSM

2018
  • Hearts and Politics: Metrics for Tracking Biorhythm Changes during Brexit and Trump. Digital Health
  • The New Urban Success: How Culture Pays. Frontiers in Physics
  • Diversity of indoor activities and economic development of neighborhoods. Plos ONE
  • Mapping and Visualizing Deep-Learning Urban Beautification. IEEE Computer Graphics and Applications , 2018
  • Anticipating Cryptocurrency Prices Using Machine Learning. Complexity
  • The Spirit of the City: Using Social Media to Capture Neighborhood Ambiance. ACM CSCW
  • Coloring in the Links: Capturing Social Ties As They Are Perceived

2017
  • The Role of Relevance in Sponsored Search. CIKM
  • iPhone’s Digital Marketplace: Characterizing the Big Spenders. WSDM
  • Evolution of Ego-networks in Social Media with Link Recommendations. WSDM
  • Analyzing Uber’s Ride-sharing Economy. WWW
  • Community Engagement Triage: Lightweight Prompts for Systematic Reviews. ACM CSCW
  • Incentivizing social media users for mobile crowdsourcing. International Journal of Human-Computer Studies
  • Adult Content Consumption in Online Social Networks. Social Network Analysis and Mining
  • Beautiful and damned. Combined effect of content quality and social ties on user engagement. IEEE Transactions on Knowledge and Data Engineering
  • The Nature of Social Structures. Springer Encyclopedia of Social Network Analysis and Mining

2015
  • Smelly Maps: The Digital Life of Urban Smellscapes. AAAI ICWSM