Jina Suh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Machine Learning

Successful Deployment

Conversational Agents

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna L. Butler, Jina Suh, Mary Czerwinski
Towards Inclusive Futures for Worker Wellbeing. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided. CoRR (2024)
Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi T. Iqbal, Jina Suh
DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers. CoRR (2024)
Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology. CoRR (2024)
Koustuv Saha, Kokil Jaidka, Jennifer Kim, Jina Suh
Editorial: Digital mental health and wellbeing under crisis. Frontiers Digit. Health 6 (2024)
Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi T. Iqbal, Gonzalo A. Ramos, Mary Czerwinski
Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Inna W. Lin, Ashish Sharma, Christopher Michael Rytting, Adam S. Miner, Jina Suh, Tim Althoff
IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction. ACL (1) (2024)
Alice Qian Zhang, Ryland Shaw, Jacy Reese Anthis, Ashlee Milton, Emily Tseng, Jina Suh, Lama Ahmad, Ram Shankar Siva Kumar, Julian Posada, Benjamin Shestakofsky, Sarah T. Roberts, Mary L. Gray
The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing. CoRR (2024)
Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
Large Language Models Produce Responses Perceived to be Empathic. CoRR (2024)
Inna Wanyin Lin, Ashish Sharma, Christopher Michael Rytting, Adam S. Miner, Jina Suh, Tim Althoff
IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction. CoRR (2024)
Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi T. Iqbal, Jina Suh
DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers. CHI (2024)
Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi T. Iqbal, Mary Czerwinski
From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions. CoRR (2024)
Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo A. Ramos, Mary Czerwinski
Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology. ACII (2023)
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna L. Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
Investigating Self-supervised Learning for Predicting Stress and Stressors from Passive Sensing. ACIIW (2023)
Shreya Chowdhary, Anna Kawakami, Jina Suh, Mary L. Gray, Alexandra Olteanu, Koustuv Saha
Can Workers Meaningfully Consent to Workplace Wellbeing Technologies? CoRR (2023)
Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
FoundWright: A System to Help People Re-find Pages from Their Web-history. CoRR (2023)
Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Vera Liao, Alexandra Olteanu, Jina Suh, Koustuv Saha
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders. Proc. ACM Hum. Comput. Interact. 7 (CSCW2) (2023)
Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming. CoRR (2023)
Alexandra Olteanu, Michael D. Ekstrand, Carlos Castillo, Jina Suh
Responsible AI Research Needs Impact Statements Too. CoRR (2023)
Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
Can Workers Meaningfully Consent to Workplace Wellbeing Technologies? FAccT (2023)
Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
Affective Conversational Agents: Understanding Expectations and Personal Influences. CoRR (2023)
Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries. ACIIW (2023)
Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi T. Iqbal, Gonzalo A. Ramos, Mary P. Czerwinski
Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting. CHI Extended Abstracts (2023)
Matthew Jörke, Yasaman S. Sefidgar, Talie Massachi, Jina Suh, Gonzalo A. Ramos
Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data. IUI (2023)
Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi T. Iqbal, Mary Czerwinski
Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work. CHI (2023)
Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Vera Liao, Alexandra Olteanu, Jina Suh, Koustuv Saha
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders. CoRR (2023)
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo A. Ramos, Tracy Tran, Mary Czerwinski
Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing. CHI (2022)
Gonzalo A. Ramos, Napol Rachatasumrit, Jina Suh, Rachel Ng, Christopher Meek
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support. ACM Trans. Interact. Intell. Syst. 12 (4) (2022)
Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah Ihab Abdin, Gonzalo A. Ramos, Tracy Tran, Mary Czerwinski
Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data. ACII (2022)
Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications. WSDM (2021)
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive Meetings. CHI (2021)
Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations. CHI (2021)
Napol Rachatasumrit, Gonzalo A. Ramos, Jina Suh, Rachel Ng, Christopher Meek
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support. IUI (2021)
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind W. Picard, Mary Czerwinski
Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications. ACII (2021)
Xuhai Xu, Karan Ahuja, Jasmine Lu, Mary Czerwinski, Jina Suh, Gonzalo A. Ramos
Toward a more empathic relationship between humans and computing systems: an interview with HUE group's Mary Czerwinski, Jina Suh, and Gonzalo Ramos. XRDS 28 (1) (2021)
Prasanth Murali, Javier Hernandez, Daniel J. McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations. CoRR (2021)
Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care. Proc. ACM Hum. Comput. Interact. 4 (CSCW) (2020)
Ted Grover, Kael Rowan, Jina Suh, Daniel J. McDuff, Mary Czerwinski
Design and evaluation of intelligent agent prototypes for assistance with focus and productivity at work. IUI (2020)
Felicia Ng, Jina Suh, Gonzalo A. Ramos
Understanding and Supporting Knowledge Decomposition for Machine Teaching. Conference on Designing Interactive Systems (2020)
Jina Suh, Soroush Ghorashi, Gonzalo A. Ramos, Nan-Chen Chen, Steven Mark Drucker, Johan Verwey, Patrice Y. Simard
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning. ACM Trans. Interact. Intell. Syst. 10 (1) (2020)
Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications. CoRR (2020)
Gonzalo A. Ramos, Christopher Meek, Patrice Y. Simard, Jina Suh, Soroush Ghorashi
Interactive machine teaching: a human-centered approach to building machine-learned models. Hum. Comput. Interact. 35 (5-6) (2020)
Jessica Schroeder, Jina Suh, Chelsey Wilkes, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions. PervasiveHealth (2020)
Saleema Amershi, Daniel S. Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi T. Iqbal, Paul N. Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
Guidelines for Human-AI Interaction. CHI (2019)
Gonzalo A. Ramos, Jina Suh, Soroush Ghorashi, Christopher Meek, Richard Banks, Saleema Amershi, Rebecca Fiebrink, Alison Smith-Renner, Gagan Bansal
Emerging Perspectives in Human-Centered Machine Learning. CHI Extended Abstracts (2019)
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo A. Ramos, Steven Mark Drucker, Patrice Y. Simard
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration. IUI (2018)
Nan-Chen Chen, Margaret Drouhard, Rafal Kocielnik, Jina Suh, Cecilia R. Aragon
Using Machine Learning to Support Qualitative Coding in Social Science: Shifting the Focus to Ambiguity. ACM Trans. Interact. Intell. Syst. 8 (2) (2018)
Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo A. Ramos
Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models. Conference on Designing Interactive Systems (2018)
Margaret Drouhard, Nan-Chen Chen, Jina Suh, Rafal Kocielnik, Vanessa Peña Araya, Keting Cen, Xiangyi Zheng, Cecilia R. Aragon
Aeonium: Visual analytics to support collaborative qualitative coding. PacificVis (2017)
Patrice Y. Simard, Saleema Amershi, David Maxwell Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Christopher Meek, Gonzalo A. Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
Machine Teaching: A New Paradigm for Building Machine Learning Systems. CoRR (2017)
Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason D. Williams
Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Wen-tau Yih, Matthew Richardson, Christopher Meek, Ming-Wei Chang, Jina Suh
The Value of Semantic Parse Labeling for Knowledge Base Question Answering. ACL (2) (2016)
Camille Jandot, Patrice Y. Simard, Max Chickering, David Grangier, Jina Suh
Interactive Semantic Featuring for Text Classification. CoRR (2016)
Jina Suh, Xiaojin Zhu, Saleema Amershi
The Label Complexity of Mixed-Initiative Classifier Training. ICML (2016)
Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI (2015)
Patrice Y. Simard, David Maxwell Chickering, Aparna Lakshmiratan, Denis Xavier Charles, Léon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems. CoRR (2014)