Amama Mahmood

Johns Hopkins University. Balimore, MD, USA.

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I am Malone Postdoc Fellow in Malone Center for Engineering in Healthcare & Department of Computer Science at Johns Hopkins University. I am co-advised by Dr. Chien-Ming Huang, Dr. Ziang Xiao, and Dr. Paul Yi, MD.

My research, situated at the intersection of HCI and Health, focuses on enhancing human-machine interactions to support health and well-being. Specifically, I develop AI assistants-powered by LLMs-that enable seamless, adaptive interactions by understanding user behaviors in various real-world contexts. I design, develop and evaluate AI assistants that support personal health and well-being through continuous, personalized assistance and augment clinical practices effectively and seamlessly. With a focus on empowering special populations such as older adults in managing their health to facilitate aging in place, my work emphasizes situated, long-term, sustainable, “in the wild” human-machine interactions.

I am on the job market for tenure track academic and industry research positions. Please reach out if you know any opportunities! My CV may be viewed here.


Keywords: Human-Computer Interaction, Human-AI Interaction, Human-Centered AI, Human-Robot Interaction, Health, Assistive Technologies, AI assistants, Conversational Agents, Large Language Models, Human-Subjects Research

Selected Awards and Achievements

Malone Postdoctoral Fellowship, Johns Hopkins University 2025 – 2026

Computer Science Department Fellowship , Johns Hopkins University 2020 – 2021

Creel Family Engineering Fellowship, Johns Hopkins University 2020 – 2021

Fullbright scholarship 2018 – 2020

Teaching and Mentoring

Course Instructor, Human-Robot Interaction (EN.601.491/691) at Johns Hopkins University Spring 2025

Teaching Assistant, HRI and HCI courses at Johns Hopkins University 2020, 2021

Journal Club Organizer, Intuitive Computing Lab at Johns Hopkins University 2020 – 2023

Student Mentor, Johns Hopkins University 2020 – Present

Mentored high school, undergraduates and graduate students

Academic and Community Service

Reviewer: CHI'26, CHI'25 (special mention), CHI'24 (special mention), HRI'21, CSCW'23, THRI, IJHCS, ICMI'20

Member of Robotics Graduate Student Association: Johns Hopkins University 2020 – 2024

Organizer Lab Hackathon: Lab Hackathon on integrating LLMs into voice assistants and robots Summer 2023

Organizer Community Outreach Expo: A community outreach exhibition at a local senior living center Summer 2024

Invited Talks

Designing Conversational Agents to Empower People and Promote Well-Being

Department of Computer Science, George Mason University May 2025
Human-Computer Interaction (HCI) Brown Bag & CS Seminar, Johns Hopkins University April 2025
Human-Centered AI Class, Northeastern University Feburary 2025

Human-AI Interaction for Healthcare: Through the Lens of Radiology

Session: Bridging the Gap: Mitigating Bias, Building Trust, and Mastering Human-AI Collaboration at the Annual meeting of Society for Imaging Informatics in Medicine (SIIM) May 2025

Latest Posts

Selected Publications

  1. Under review
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    Re-imagining Behavioral Sleep Medicine: Designing Conversational Sleep Diary and Visualization Tool
    Amama Mahmood, Bokyung Kim, Honghao Zhao, Molly E Atwood, Luis F Buenaver, Michael T Smith, and Chien-Ming Huang
    Under review, 2025
  2. CHI’25
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    Voice Assistants for Health Self-Management: Designing for and with Older Adults
    Amama Mahmood, Shiye Cao, Maia Stiber, Victor Nikhil Antony, and Chien-Ming Huang
    CHI Conference on Human Factors in Computing Systems, 2025
  3. Under review
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    Situated Understanding of Older Adults’ Interactions with Voice Assistants: A Month-long In-home Study
    Amama Mahmood, Junxiang Wang, and Chien-Ming Huang
    ACM Transactions on Accessible Computing, 2024
  4. AiP-AAAI FS’24
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    From Our Lab to Their Homes: Learnings from Longitudinal Field Research with Older Adults
    Amama Mahmood, and Chien-Ming Huang
    AAAI Fall Symposium Series; Aging in Place, 2024
  5. IJHCS
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    User Interaction Patterns and Breakdowns in Conversing with LLM-powered Voice Assistants
    Amama Mahmood, Junxiang Wang, Bingsheng Yao, Dakuo Wang, and Chien-Ming Huang
    International Journal of Human-Computer Studies, 2025
  6. CSCW’24
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    Gender Biases in Error Mitigation by Voice Assistants
    Amama Mahmood, and Chien-Ming Huang
    Proceedings of the ACM on Human-Computer Interaction, 2024
  7. IVA’22
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    Effects of rhetorical strategies and skin tones on agent persuasiveness in assisted decision-making
    Amama Mahmood, and Chien-Ming Huang
    In Proceedings of the 22nd ACM International Conference on Intelligent Virtual Agents, 2022
  8. CHI’22
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    Owning Mistakes Sincerely: Strategies for Mitigating AI Errors
    Amama Mahmood, Jeanie W Fung, Isabel Won, and Chien-Ming Huang
    In CHI Conference on Human Factors in Computing Systems, 2022
  9. CSCW’25
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    "Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner
    Szeyi Chan, Jiachen Li, Bingsheng Yao, Amama Mahmood, Chien-Ming Huang, Holly Jimison, Elizabeth D Mynatt, and Dakuo Wang
    Accepted for Publication at Proceedings of the ACM on Human-Computer Interaction, 2025
  10. RSNA 2024
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    Care to Explain? AI Explanation Types Differentially Impact Chest Radiograph Diagnostic Performance and Physician Trust in AI
    Drew Prinster*Amama Mahmood*, Suchi Saria, Jean Jeudy, Cheng Ting Lin, Paul H Yi, and Chien-Ming Huang
    Radiology, 2024
    *equal contribution
  11. RSS’25
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    Interruption Handling for Conversational Robots
    Shiye Cao, Jiwon Moon, Amama Mahmood, Victor Nikhil Antony, Ziang Xiao, Anqi Liu, and Chien-Ming Huang
    Accepted to be published at Proceedings of Robotics: Science and Systems, 2025
  12. Under review
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    "You Might Like It": How People Respond to Small Talk in Human-Robot Collaboration
    Kaitlynn Taylor Pineda, Amama Mahmood, and Chien-Ming Huang
    Under review: Human–Computer Interaction, 2023