| 2026 | IUI | Chatbots or Apps? Design Tradeoffs and the Opportunity for Hybrid Health Interfaces. | Michael Sobolev |
| 2026 | IUI | Designing Persuasive Messages Using Hypothesis Generation from Large Language Models. | Michael Sobolev |
| 2023 | Persuasive | mRAPID Study: Effect of Micro-incentives and Daily Deadlines on Practice Behavior. | Michael Sobolev, Fabian Okeke, Ori Plonsky |
| 2022 | IUI | HEALTHI: Workshop on Intelligent Healthy Interfaces. | Katrin Hnsel, Michael Sobolev, Tobias Kowatsch, Rafael A. Calvo |
| 2021 | IUI | Healthy Interfaces (HEALTHI) Workshop. | Michael Sobolev, Katrin Hnsel, Tanzeem Choudhury |
| 2021 | Mobisys | Music in behavioral health: from digital biomarker to therapeutics. | Katrin Hnsel, Sunny X. Tang, Michael Sobolev, Michael L. Birnbaum, John M. Kane |
| 2021 | Mobisys | Digital biomarkers in health technology startups. | Michael Sobolev, Andrea R. Coravos, Danielle DeSouza, Ieuan Clay, Nikola Vukovic, Shaheen Lakhan |
| 2021 | Mobisys | Advancing the science of digital biomarkers. | Michael Sobolev, Bhanu Teja Gullapalli, Tauhidur Rahman |
| 2021 | Persuasive | Planning Habit: Daily Planning Prompts with Alexa. | Andrea Cuadra, Oluseye Bankole, Michael Sobolev |
| 2019 | WWW | How Intention Informed Recommendations Modulate Choices: A Field Study of Spoken Word Content. | Longqi Yang, Michael Sobolev, Yu Wang, Jenny Chen, Drew Dunne, Christina Tsangouri, Nicola Dell, Mor Naaman, Deborah Estrin |
| 2019 | WSDM | More Than Just Words: Modeling Non-Textual Characteristics of Podcasts. | Longqi Yang, Yu Wang, Drew Dunne, Michael Sobolev, Mor Naaman, Deborah Estrin |
| 2018 | RecSys | Exploring recommendations under user-controlled data filtering. | Hongyi Wen, Longqi Yang, Michael Sobolev, Deborah Estrin |
| 2018 | RecSys | Understanding user interactions with podcast recommendations delivered via voice. | Longqi Yang, Michael Sobolev, Christina Tsangouri, Deborah Estrin |