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Journal Articles

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2024
[j11]
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Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao:
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. ACM Comput. Surv. 56(7): 188:1-188:39 (2024)
[j10]
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Nahyun Kwon, Tong Steven Sun, Yuyang Gao, Liang Zhao, Xu Wang, Jeeeun Kim, Sungsoo Ray Hong:
3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Design. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-33 (2024)
2023
[j9]
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Tong Steven Sun, Yuyang Gao, Shubham Khaladkar, Sijia Liu, Liang Zhao, Young-Ho Kim, Sungsoo Ray Hong:
Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-32 (2023)
2022
[j8]
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Yuyang Gao, Tong Steven Sun, Liang Zhao, Sungsoo Ray Hong:
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-28 (2022)
2021
[j7]
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Tae Soo Kim, Nitesh Goyal, Jeongyeon Kim, Juho Kim, Sungsoo Ray Hong:
Supporting Collaborative Sequencing of Small Groups through Visual Awareness. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 176:1-176:29 (2021)
[j6]
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Chaeyeon Chung, Jungsoo Lee, Kyungmin Park, Junsoo Lee, Minjae Kim, Mookyung Song, Yeonwoo Kim, Jaegul Choo, Sungsoo Ray Hong:
Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling. Proc. ACM Hum. Comput. Interact. 5(CSCW2): 296:1-296:26 (2021)
2020
[j5]
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Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini:
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. Proc. ACM Hum. Comput. Interact. 4(CSCW): 068:1-068:26 (2020)
2019
[j4]
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John Joon Young Chung, Jean Y. Song, Sindhu Kutty, Sungsoo (Ray) Hong, Juho Kim, Walter S. Lasecki:
Efficient Elicitation Approaches to Estimate Collective Crowd Answers. Proc. ACM Hum. Comput. Interact. 3(CSCW): 62:1-62:25 (2019)
[j3]
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Sungsoo (Ray) Hong, Minhyang (Mia) Suh, Tae Soo Kim, Irina Smoke, Sang-Wha Sien, Janet Ng, Mark Zachry, Juho Kim:
Design for Collaborative Information-Seeking: Understanding User Challenges and Deploying Collaborative Dynamic Queries. Proc. ACM Hum. Comput. Interact. 3(CSCW): 106:1-106:24 (2019)
2017
[j2]
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Alexis Hiniker, Sungsoo (Ray) Hong, Yea-Seul Kim, Nan-Chen Chen, Jevin D. West, Cecilia R. Aragon:
Toward the operationalization of visual metaphor. J. Assoc. Inf. Sci. Technol. 68(10): 2338-2349 (2017)
2016
[j1]
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Alexis Hiniker, Kiley Sobel, Sungsoo (Ray) Hong, Hyewon Suh, India Irish, Julie A. Kientz:
Hidden symbols: How informal symbolism in digital interfaces disrupts usability for preschoolers. Int. J. Hum. Comput. Stud. 90: 53-67 (2016)

Conference and Workshop Papers

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2024
[c24]
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Zinat Ara, Amrita Ganguly, Donna Peppard, Dongjun Chung, Slobodan Vucetic, Vivian Genaro Motti, Sungsoo Ray Hong:
Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities. CHI 2024: 73:1-73:17
[c23]
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Zinat Ara, Hossein Salemi, Sungsoo Ray Hong, Yasas Senarath, Steve Peterson, Amanda Lee Hughes, Hemant Purohit:
Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems. IUI 2024: 405-418
2023
[c22]
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Zinat Ara, Sungsoo Ray Hong:
Exploring Design Space of Collaborative Career-Seeking Experience for People on Autism Spectrum 174-178. IUI Workshops 2023: 174-178
[c21]
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  - conf/iui/GoyalHMLLW23
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Nitesh Goyal, Sungsoo Ray Hong, Regan L. Mandryk, Toby Jia-Jun Li, Kurt Luther, Dakuo Wang:
SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions. IUI Companion 2023: 199-201
2022
[c20]
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Chuan Yan, John Joon Young Chung, Yoon Kiheon, Yotam I. Gingold, Eytan Adar, Sungsoo Ray Hong:
FlatMagic: Improving Flat Colorization through AI-driven Design for Digital Comic Professionals. CHI 2022: 380:1-380:17
[c19]
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Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao:
RES: A Robust Framework for Guiding Visual Explanation. KDD 2022: 432-442
2021
[c18]
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Alexis Hiniker, Amelia Wang, Jonathan A. Tran, Mingrui Ray Zhang, Jenny S. Radesky, Kiley Sobel, Sungsoo Ray Hong:
Can Conversational Agents Change the Way Children Talk to People? IDC 2021: 338-349
[c17]
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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: 1-12
[c16]
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Yuyang Gao, Tong Steven Sun, Rishab Bhatt, Dazhou Yu, Sungsoo Ray Hong, Liang Zhao:
GNES: Learning to Explain Graph Neural Networks. ICDM 2021: 131-140
2020
[c15]
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Tae Soo Kim, Sungsoo Ray Hong, Nitesh Goyal, Jeongyeon Kim, Juho Kim:
Consensus Building in Collaborative Sequencing with Visual Awareness. CHI Extended Abstracts 2020: 1-9
2019
[c14]
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Minsuk Choi, Cheonbok Park, Soyoung Yang, Yonggyu Kim, Jaegul Choo, Sungsoo Ray Hong:
AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-Based Deep Neural Networks. CHI 2019: 230
[c13]
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  - conf/sigmod/SantosCFOYHSBF19
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Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. HILDA@SIGMOD 2019: 6:1-6:7
2018
[c12]
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Sungsoo (Ray) Hong, Minhyang (Mia) Suh, Nathalie Henry Riche, Jooyoung Lee, Juho Kim, Mark Zachry:
Collaborative Dynamic Queries: Supporting Distributed Small Group Decision-making. CHI 2018: 66
[c11]
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Alexis Hiniker, Sharon S. Heung, Sungsoo (Ray) Hong, Julie A. Kientz:
Coco's Videos: An Empirical Investigation of Video-Player Design Features and Children's Media Use. CHI 2018: 254
[c10]
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Sungsoo (Ray) Hong, Min-Joon Yoo, Bonnie Chinh, Amy Han, Sarah Battersby, Juho Kim:
To Distort or Not to Distort: Distance Cartograms in the Wild. CHI 2018: 628
2017
[c9]
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  - conf/apvis/HongKYBKA17
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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: 81-90
[c8]
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  - conf/hci/ChenBKHSLQA17
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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: 394-405
[c7]
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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: 1-10
2016
[c6]
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Alexis Hiniker, Sungsoo (Ray) Hong, Tadayoshi Kohno, Julie A. Kientz:
MyTime: Designing and Evaluating an Intervention for Smartphone Non-Use. CHI 2016: 4746-4757
2015
[c5]
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Alexis Hiniker, Kiley Sobel, Sungsoo (Ray) Hong, Hyewon Suh, India Irish, Daniella Kim, Julie A. Kientz:
Touchscreen prompts for preschoolers: designing developmentally appropriate techniques for teaching young children to perform gestures. IDC 2015: 109-118
[c4]
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Jin Ha Lee, Sungsoo (Ray) Hong, Hyerim Cho, Yea-Seul Kim:
VIZMO Game Browser: Accessing Video Games by Visual Style and Mood. CHI 2015: 149-152
[c3]
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Hyunggu Jung, Sungsoo (Ray) Hong, Perry Meas, Mark Zachry:
Designing tools to support advanced users in new forms of social media interaction. SIGDOC 2015: 34:1-34:10
2014
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  - conf/cdve/BrooksRTHA14
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Michael Brooks, John J. Robinson, Megan K. Torkildson, Sungsoo (Ray) Hong, Cecilia R. Aragon:
Collaborative Visual Analysis of Sentiment in Twitter Events. CDVE 2014: 1-8
[c1]
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Sungsoo (Ray) Hong, Yea-Seul Kim, Jong-Chul Yoon, Cecilia R. Aragon:
Traffigram: distortion for clarification via isochronal cartography. CHI 2014: 907-916

Informal and Other Publications

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2024
[i11]
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  - journals/corr/abs-2401-15877
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Nahyun Kwon, Tong Sun, Yuyang Gao, Liang Zhao, Xu Wang, Jeeeun Kim, Sungsoo Ray Hong:
3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration. CoRR abs/2401.15877 (2024)
[i10]
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  - journals/corr/abs-2403-01715
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Zinat Ara, Amrita Ganguly, Donna Peppard, Dongjun Chung, Slobodan Vucetic, Vivian Genaro Motti, Sungsoo Ray Hong:
Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities. CoRR abs/2403.01715 (2024)
[i9]
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  - journals/corr/abs-2403-01722
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Zinat Ara, Hossein Salemi, Sungsoo Ray Hong, Yasas Senarath, Steve Peterson, Amanda Lee Hughes, Hemant Purohit:
Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems. CoRR abs/2403.01722 (2024)
[i8]
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  - journals/corr/abs-2405-06078
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Sungsoo Ray Hong, Marcos Zampieri, Brittany N. Hand, Vivian Motti, Dongjun Chung, Özlem Uzuner:
Collaborative Design for Job-Seekers with Autism: A Conceptual Framework for Future Research. CoRR abs/2405.06078 (2024)
2023
[i7]
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  - journals/corr/abs-2307-04036
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Tong Steven Sun, Yuyang Gao, Shubham Khaladkar, Sijia Liu, Liang Zhao, Young-Ho Kim, Sungsoo Ray Hong:
Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations. CoRR abs/2307.04036 (2023)
2022
[i6]
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  - journals/corr/abs-2202-02838
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Yuyang Gao, Tong Steven Sun, Liang Zhao, Sungsoo Ray Hong:
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment. CoRR abs/2202.02838 (2022)
[i5]
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  - journals/corr/abs-2206-13413
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Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao:
RES: A Robust Framework for Guiding Visual Explanation. CoRR abs/2206.13413 (2022)
[i4]
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  - journals/corr/abs-2212-03954
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Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao:
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. CoRR abs/2212.03954 (2022)
2020
[i3]
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  - journals/corr/abs-2004-11440
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Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini:
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. CoRR abs/2004.11440 (2020)
[i2]
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  - journals/corr/abs-2009-00449
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Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire:
Towards Evaluating Exploratory Model Building Process with AutoML Systems. CoRR abs/2009.00449 (2020)
2019
[i1]
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  - journals/corr/abs-1907-02889
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Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. CoRR abs/1907.02889 (2019)

Coauthor Index

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