Rafal Kocielnik

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 33

Top Topics

Visual Analytics

Transfer Learning

Conversational Agent

Top Venues

Publications

Rafal Kocielnik, Zhuofang Li, Claudia Kann, Deshawn Sambrano, Jacob Morrier, Mitchell Linegar, Carly Taylor, Min Kim, Nabiha Naqvie, Feri Soltani, Arman Dehpanah, Grant Cahill, Animashree Anandkumar, R. Michael Alvarez
Challenges in moderating disruptive player behavior in online competitive action games. Frontiers Comput. Sci. 6 (2024)
Pengrui Han, Rafal Kocielnik, Adhithya Prakash Saravanan, Roy Jiang, Or Sharir, Anima Anandkumar
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs. CoRR (2024)
Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
Deep Multimodal Fusion for Surgical Feedback Classification. CoRR (2023)
Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar
Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models. ICBINB (2023)
Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar
Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models. CoRR (2023)
Rafal Kocielnik, Shrimai Prabhumoye, Vivian Zhang, R. Michael Alvarez, Anima Anandkumar
AutoBiasTest: Controllable Sentence Generation for Automated and Open-Ended Social Bias Testing in Language Models. CoRR (2023)
Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
Deep Multimodal Fusion for Surgical Feedback Classification. ML4H@NeurIPS (2023)
Hyeonsu B. Kang, Rafal Kocielnik, Andrew Head, Jiangjiang Yang, Matt Latzke, Aniket Kittur, Daniel S. Weld, Doug Downey, Jonathan Bragg
From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks. CoRR (2022)
Ahmet Baki Kocaballi, Liliana Laranjo, Leigh Clark, Rafal Kocielnik, Robert J. Moore, Q. Vera Liao, Timothy W. Bickmore
Special Issue on Conversational Agents for Healthcare and Wellbeing. ACM Trans. Interact. Intell. Syst. 12 (2) (2022)
Hyeonsu B. Kang, Rafal Kocielnik, Andrew Head, Jiangjiang Yang, Matt Latzke, Aniket Kittur, Daniel S. Weld, Doug Downey, Jonathan Bragg
From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks. CHI (2022)
Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar
Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions. CoRR (2022)
Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar
Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions. TL4NLP (2022)
Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro
Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases. CoRR (2021)
Rafal Kocielnik, Raina Langevin, James S. George, Shota Akenaga, Amelia Wang, Darwin P. Jones, Alexander Argyle, Callan Fockele, Layla Anderson, Dennis T. Hsieh, Kabir Yadav, Herbert Duber, Gary Hsieh, Andrea L. Hartzler
Can I Talk to You about Your Social Needs? Understanding Preference for Conversational User Interface in Health. CUI (2021)
Sungsoo Ray Hong, Rafal Kocielnik, Cecilia R. Aragon, Sarah Battersby, Juho Kim
Understanding the Role of User Interface for Multi-Criteria Decision-Making in Supporting Exploratory Usage of Information Systems. HICSS (2021)
Ahmet Baki Kocaballi, Juan C. Quiroz, Liliana Laranjo, Dana Rezazadegan, Rafal Kocielnik, Leigh Clark, Q. Vera Liao, Sun Young Park, Robert J. Moore, Adam Miner
Conversational Agents for Health and Wellbeing. CHI Extended Abstracts (2020)
Rafal Kocielnik, Saleema Amershi, Paul N. Bennett
Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems. CHI (2019)
Ravi Karkar, Rafal Kocielnik, Xiaoyi Zhang, Jasmine Zia, George N. Ioannou, Sean A. Munson, James Fogarty
Beacon: Designing a Portable Device for Self-Administering a Measure of Critical Flicker Frequency. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Rafal Kocielnik, Gary Hsieh
Facilitating Self-learning in Behavior Change Through Long-term Intelligent Conversational Assistance. IUI (2018)
Rafal Kocielnik, Daniel Avrahami, Jennifer Marlow, Di Lu, Gary Hsieh
Designing for Workplace Reflection: A Chat and Voice-Based Conversational Agent. Conference on Designing Interactive Systems (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)
Rafal Kocielnik, Os Keyes, Jonathan T. Morgan, Dario Taraborelli, David W. McDonald, Gary Hsieh
Reciprocity and Donation: How Article Topic, Quality and Dwell Time Predict Banner Donation on Wikipedia. Proc. ACM Hum. Comput. Interact. 2 (CSCW) (2018)
Rafal Kocielnik, Lillian Xiao, Daniel Avrahami, Gary Hsieh
Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (2) (2018)
Di Lu, Jennifer Marlow, Rafal Kocielnik, Daniel Avrahami
Challenges and Opportunities for Technology-Supported Activity Reporting in the Workplace. CHI (2018)
Nan-Chen Chen, Michael Brooks, Rafal Kocielnik, Sungsoo (Ray) Hong, Jeff Smith, Sanny Lin, Zening Qu, Cecilia R. Aragon
SparQs: Visual Analytics for Sparking Creativity in Social Media Exploration. HCI (13) (2017)
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)
Nan-Chen Chen, Michael Brooks, Rafal Kocielnik, Sungsoo (Ray) Hong, Jeff Smith, Sanny Lin, Zening Qu, Cecilia R. Aragon
Lariat: A Visual Analytics Tool for Social Media Researchers to Explore Twitter Datasets. HICSS (2017)
Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández
Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop. CHI (2017)
Rafal Kocielnik, Gary Hsieh
Send Me a Different Message: Utilizing Cognitive Space to Create Engaging Message Triggers. CSCW (2017)
Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández
Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop. CoRR (2017)
Sungsoo (Ray) Hong, Rafal Kocielnik, Min-Joon Yoo, Sarah Battersby, Juho Kim, Cecilia R. Aragon
Designing interactive distance cartograms to support urban travelers. PacificVis (2017)
Ravi Karkar, Rafal Kocielnik, Xiaoyi Zhang, James Fogarty, George N. Ioannou, Sean A. Munson, Jasmine Zia
Toward a portable, self-administered critical flicker frequency test. UbiComp Adjunct (2016)
Gary Hsieh, Rafal Kocielnik
You Get Who You Pay for: The Impact of Incentives on Participation Bias. CSCW (2016)
Rafal Kocielnik, Natalia Sidorova
Personalized Stress Management: Enabling Stress Monitoring with LifelogExplorer. Künstliche Intell. 29 (2) (2015)
Rafal Kocielnik, Fabrizio Maria Maggi, Natalia Sidorova
Enabling self-reflection with LifelogExplorer: Generating simple views from complex data. PervasiveHealth (2013)
Rafal Kocielnik, Natalia Sidorova, Fabrizio Maria Maggi, Martin Ouwerkerk, Joyce H. D. M. Westerink
Smart technologies for long-term stress monitoring at work. CBMS (2013)
Martin Ouwerkerk, Pierre Dandine, Dennis Bolio, Rafal Kocielnik, Johanna Mercurio, Henk Huijgen, Joyce H. D. M. Westerink
Wireless multi sensor bracelet with discreet feedback. Wireless Health (2013)
Vinh T. Bui, Richard Verhoeven, Johan Lukkien, Rafal Kocielnik
A Trust Evaluation Framework for Sensor Readings in Body Area Sensor Networks. BODYNETS (2013)
Jorn Bakker, Leszek Holenderski, Rafal Kocielnik, Mykola Pechenizkiy, Natalia Sidorova
Stess@Work: from measuring stress to its understanding, prediction and handling with personalized coaching. IHI (2012)
Rafal Kocielnik, Mykola Pechenizkiy, Natalia Sidorova
Stress Analytics in Education. EDM (2012)
Beant Dhillon, P. Banach, Rafal Kocielnik, Jorge Peregrín Emparanza, Ioannis Politis, A. Paczewska, Panos Markopoulos
Visual fidelity of video prototypes and user feedback: a case study. BCS HCI (2011)
Beant Dhillon, Rafal Kocielnik, Ioannis Politis, Marc Swerts, Dalila Szostak
Culture and Facial Expressions: A Case Study with a Speech Interface. INTERACT (2) (2011)
Julia Jarkiewicz, Rafal Kocielnik, Krzysztof Marasek
Anthropometric Facial Emotion Recognition. HCI (2) (2009)