Steven Mark Drucker

108 papers A* 40A 2B 5Misc 1Journal 37Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Challenges & Opportunities with LLM-Assisted Visualization Retargeting. CoRR Luke S. Snyder, Chenglong Wang, Steven Mark Drucker
2025	A*	`conf`	Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way. CHI Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao
2025	A*	`conf`	ImaginationVellum: Generative-AI Ideation Canvas with Spatial Prompts, Generative Strokes, and Ideation History. UIST Nicolai Marquardt, Asta Roseway, Hugo Romat, Payod Panda, Michel Pahud, Gonzalo A. Ramos, Steven Mark Drucker, Andrew D. Wilson, Ken Hinckley, Nathalie Riche
2024	J	`jnl`	Data Analysis in the Era of Generative AI. CoRR Jeevana Priya Inala, Chenglong Wang, Steven Mark Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao
2024	J	`jnl`	Data Formulator 2: Iteratively Creating Rich Visualizations with AI. CoRR Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao
2024	A*	`conf`	How Do Analysts Understand and Verify AI-Assisted Data Analyses? CHI Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
2023	J	`jnl`	How Do Analysts Understand and Verify AI-Assisted Data Analyses? CoRR Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
2023	A*	`conf`	On the Design of AI-powered Code Assistants for Notebooks. CHI Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
2023	J	`jnl`	On the Design of AI-powered Code Assistants for Notebooks. CoRR Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
2023	J	`jnl`	What Did My AI Learn? How Data Scientists Make Sense of Model Behavior. ACM Trans. Comput. Hum. Interact. Ángel Alexander Cabrera, Marco Túlio Ribeiro, Bongshin Lee, Robert DeLine, Adam Perer, Steven Mark Drucker
2022	A*	`ed.`	CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022 - 5 May 2022 CHI Simone D. J. Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, Steven Mark Drucker, Julie R. Williamson, Koji Yatani
2022	B	`conf`	Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice. AVI Hariharan Subramonyam, Eytan Adar, Steven Mark Drucker
2022	A*	`conf`	Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis. CHI April Yi Wang, Will Epperson, Robert A. DeLine, Steven Mark Drucker
2022	—	`conf`	Strategies for Reuse and Sharing among Data Scientists in Software Teams. ICSE (SEIP) Will Epperson, April Yi Wang, Robert DeLine, Steven Mark Drucker
2021	A*	`ed.`	CHI '21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021 CHI Yoshifumi Kitamura, Aaron Quigley, Katherine Isbister, Takeo Igarashi, Pernille Bjørn, Steven Mark Drucker
2021	A*	`conf`	Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CHI Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko
2021	J	`jnl`	Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CoRR Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko
2021	J	`jnl`	Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. IEEE Trans. Vis. Comput. Graph. Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Mark Drucker, Tim Dwyer
2021	A*	`conf`	Fork It: Supporting Stateful Alternatives in Computational Notebooks. CHI Nathaniel Weinman, Steven Mark Drucker, Titus Barik, Robert DeLine
2021	J	`jnl`	How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company. Proc. ACM Hum. Comput. Interact. Jumana Almahmoud, Robert DeLine, Steven Mark Drucker
2021	—	`conf`	Special Interest Group on Visualization Grammars. CHI Extended Abstracts Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan
2020	J	`jnl`	A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR Shital Shah, Roland Fernandez, Steven Mark Drucker
2020	J	`jnl`	AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning. ACM Trans. Interact. Intell. Syst. Jina Suh, Soroush Ghorashi, Gonzalo A. Ramos, Nan-Chen Chen, Steven Mark Drucker, Johan Verwey, Patrice Y. Simard
2020	—	`conf`	Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf
2020	J	`jnl`	Challenges in Evaluating Interactive Visual Machine Learning Systems. IEEE Computer Graphics and Applications Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang, Christopher Collins, Steven Mark Drucker, Alexander Endert, Jessica Hullman, Christopher L. North, Michael Sedlmair, Theresa-Marie Rhyne
2020	J	`jnl`	Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. CoRR Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Mark Drucker, Tim Dwyer
2020	A*	`conf`	Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations. CHI Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Mark Drucker, Fereshteh Amini, Ken Hinckley
2020	A*	`conf`	InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices. CHI Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley
2020	J	`jnl`	InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices. CoRR Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley
2019	Misc	`conf`	A system for real-time interactive analysis of deep learning training. EICS Shital Shah, Roland Fernandez, Steven Mark Drucker
2019	A*	`conf`	Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality. CHI Hariharan Subramonyam, Steven Mark Drucker, Eytan Adar
2019	J	`jnl`	Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication. IEEE Trans. Vis. Comput. Graph. Arjun Srinivasan, Steven Mark Drucker, Alex Endert, John T. Stasko
2019	J	`jnl`	FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights. IEEE Trans. Vis. Comput. Graph. Christophe Hurter, Nathalie Henry Riche, Steven Mark Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
2019	A*	`conf`	Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models. CHI Fred Hohman, Andrew Head, Rich Caruana, Robert DeLine, Steven Mark Drucker
2019	A*	`conf`	Managing Messes in Computational Notebooks. CHI Andrew Head, Fred Hohman, Titus Barik, Steven Mark Drucker, Robert DeLine
2019	—	`conf`	TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning. IEEE VIS (Short Papers) Fred Hohman, Arjun Srinivasan, Steven Mark Drucker
2018	A	`conf`	AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration. IUI Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo A. Ramos, Steven Mark Drucker, Patrice Y. Simard
2018	J	`jnl`	Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist
2018	—	`ch.`	Immersive Human-Centered Computational Analytics. Immersive Analytics Wolfgang Stuerzlinger, Tim Dwyer, Steven Mark Drucker, Carsten Görg, Chris North, Gerik Scheuermann
2018	—	`ch.`	Interaction for Immersive Analytics. Immersive Analytics Wolfgang Büschel, Jian Chen, Raimund Dachselt, Steven Mark Drucker, Tim Dwyer, Carsten Görg, Tobias Isenberg, Andreas Kerren, Chris North, Wolfgang Stuerzlinger
2018	—	`conf`	Querying Videos Using DNN Generated Labels. HILDA@SIGMOD Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath
2018	A*	`conf`	What's the Difference?: Evaluating Variations of Multi-Series Bar Charts for Visual Comparison Tasks. CHI Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Mark Drucker
2017	J	`jnl`	Iterating between Tools to Create and Edit Visualizations. IEEE Trans. Vis. Comput. Graph. Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer
2016	J	`jnl`	SlideSpace: Heuristic Design of a Hybrid Presentation Medium. ACM Trans. Comput. Hum. Interact. Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Mark Drucker
2016	—	`conf`	The bones of the system: a case study of logging and telemetry at Microsoft. ICSE (Companion Volume) Titus Barik, Robert DeLine, Steven Mark Drucker, Danyel Fisher
2015	A*	`conf`	(s\|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences. CHI Emanuel Zgraggen, Steven Mark Drucker, Danyel Fisher, Robert DeLine
2015	J	`jnl`	Exploring Topical Lead-Lag across Corpora. IEEE Trans. Knowl. Data Eng. Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Mark Drucker
2015	—	`conf`	FeatureInsight: Visual support for error-driven feature ideation in text classification. VAST Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Mark Drucker, Ashish Kapoor, Patrice Y. Simard
2015	A*	`conf`	ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh
2015	J	`jnl`	Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer
2014	—	`ed.`	Advances in Visual Computing - 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part I ISVC (1) George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ryan P. McMahan, Jason Jerald, Hui Zhang, Steven Mark Drucker, Chandra Kambhamettu, Maha El Choubassi, Zhigang Deng, Mark Carlson
2014	—	`ed.`	Advances in Visual Computing - 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part II ISVC (2) George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ryan P. McMahan, Jason Jerald, Hui Zhang, Steven Mark Drucker, Chandra Kambhamettu, Maha El Choubassi, Zhigang Deng, Mark Carlson
2014	J	`jnl`	Business Intelligence Analytics [Guest editors' introduction]. IEEE Computer Graphics and Applications Danyel Fisher, Steven Mark Drucker, Mary Czerwinski
2014	A*	`conf`	DemoWiz: re-performing software demonstrations for a live presentation. CHI Pei-Yu Chi, Bongshin Lee, Steven Mark Drucker
2014	J	`jnl`	PanoramicData: Data Analysis through Pen & Touch. IEEE Trans. Vis. Comput. Graph. Emanuel Zgraggen, Robert C. Zeleznik, Steven Mark Drucker
2014	J	`jnl`	Reducing legacy bias in gesture elicitation studies. Interactions Meredith Ringel Morris, Andreea Danielescu, Steven Mark Drucker, Danyel Fisher, Bongshin Lee, m. c. schraefel, Jacob O. Wobbrock
2014	B	`conf`	Reflections on how designers design with data. AVI Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer
2013	J	`jnl`	A Deeper Understanding of Sequence in Narrative Visualization. IEEE Trans. Vis. Comput. Graph. Jessica Hullman, Steven Mark Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
2013	—	`conf`	Evaluation methods for creativity support environments. CHI Extended Abstracts Andruid Kerne, Andrew M. Webb, Celine Latulipe, Erin A. Carroll, Steven Mark Drucker, Linda Candy, Kristina Höök
2013	—	`conf`	Stat!: an interactive analytics environment for big data. SIGMOD Conference Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John C. Platt
2013	A*	`conf`	TouchViz: a case study comparing two interfaces for data analytics on tablets. CHI Steven Mark Drucker, Danyel Fisher, Ramik Sadana, Jessica Herron, m. c. schraefel
2012	A*	`conf`	Cliplets: juxtaposing still and dynamic imagery. UIST Neel Joshi, Sisil Mehta, Steven Mark Drucker, Eric J. Stollnitz, Hugues Hoppe, Matthew Uyttendaele, Michael F. Cohen
2012	J	`jnl`	Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty. IEEE Computer Graphics and Applications Danyel Fisher, Steven Mark Drucker, Arnd Christian König
2012	J	`jnl`	Foveated 3D graphics. ACM Trans. Graph. Brian K. Guenter, Mark Finch, Steven Mark Drucker, Desney S. Tan, John M. Snyder
2012	J	`jnl`	Interactions with big data analytics. Interactions Danyel Fisher, Robert DeLine, Mary Czerwinski, Steven Mark Drucker
2012	J	`jnl`	Quality prediction for image completion. ACM Trans. Graph. Johannes Kopf, Wolf Kienzle, Steven Mark Drucker, Sing Bing Kang
2012	B	`conf`	TimeSlice: interactive faceted browsing of timeline data. AVI Jian Zhao, Steven Mark Drucker, Danyel Fisher, Donald Brinkman
2012	A*	`conf`	Trust me, i'm partially right: incremental visualization lets analysts explore large datasets faster. CHI Danyel Fisher, Igor O. Popov, Steven Mark Drucker, m. c. schraefel
2012	—	`ch.`	Visualization Surfaces. Expanding the Frontiers of Visual Analytics and Visualization Turner Whitted, Steven Mark Drucker
2011	—	`conf`	Helping Users Sort Faster with Adaptive Machine Learning Recommendations. INTERACT (3) Steven Mark Drucker, Danyel Fisher, Sumit Basu
2011	J	`jnl`	Online Visualization of Geospatial Stream Data using the WorldWide Telescope. Proc. VLDB Endow. Mohamed H. Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Mark Drucker, Balan Sethu Raman
2011	A*	`conf`	Using Multiple Models to Understand Data. IJCAI Kayur Patel, Steven Mark Drucker, James Fogarty, Ashish Kapoor, Desney S. Tan
2010	A*	`conf`	Assisting Users with Clustering Tasks by Combining Metric Learning and Classification. AAAI Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu
2010	A*	`conf`	Gestalt: integrated support for implementation and analysis in machine learning. UIST Kayur Patel, Naomi Bancroft, Steven Mark Drucker, James Fogarty, Amy J. Ko, James A. Landay
2010	J	`jnl`	WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble
2009	A*	`conf`	Attaching UI enhancements to websites with end users. CHI Michael Toomim, Steven Mark Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson, James A. Landay
2009	A*	`conf`	Exploring websites through contextual facets. CHI Yevgeniy Eugene Medynskiy, Mira Dontcheva, Steven Mark Drucker
2009	A*	`conf`	Visual snippets: summarizing web pages for search and revisitation. CHI Jaime Teevan, Edward Cutrell, Danyel Fisher, Steven Mark Drucker, Gonzalo A. Ramos, Paul André, Chang Hu
2008	A*	`conf`	Annotating gigapixel images. UIST Qing Luan, Steven Mark Drucker, Johannes Kopf, Ying-Qing Xu, Michael F. Cohen
2008	—	`conf`	Pixaura: supporting tentative decision making when selecting and sharing digital photos. BCS HCI (2) Lalatendu Satpathy, Saara Kamppari, Bridget A. Lewis, Ajay Prasad, Yong Woo Rhee, Benjamin Elgart, Steven Mark Drucker
2007	—	`conf`	Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction. CHI Extended Abstracts Ryen W. White, Steven Mark Drucker, Gary Marchionini, Marti A. Hearst, m. c. schraefel
2007	A*	`conf`	Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections. CVPR Gang Hua, Paul A. Viola, Steven Mark Drucker
2007	J	`jnl`	Instrumenting the Dynamic Web. J. Web Eng. Andy Edmonds, Ryen W. White, Dan Morris, Steven Mark Drucker
2007	A*	`conf`	Investigating behavioral variability in web search. WWW Ryen W. White, Steven Mark Drucker
2007	A*	`conf`	Relations, cards, and search templates: user-guided web data integration and layout. UIST Mira Dontcheva, Steven Mark Drucker, David Salesin, Michael F. Cohen
2006	B	`conf`	Code Thumbnails: Using Spatial Memory to Navigate Source Code. VL/HCC Robert DeLine, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Mark Drucker, George G. Robertson
2006	A*	`conf`	Comparing and managing multiple versions of slide presentations. UIST Steven Mark Drucker, Georg Petschnigg, Maneesh Agrawala
2006	—	`conf`	Dance your work away: exploring step user interfaces. CHI Extended Abstracts Brian Meyers, A. J. Bernheim Brush, Steven Mark Drucker, Marc A. Smith, Mary Czerwinski
2006	J	`jnl`	Find that photo!: interface strategies to annotate, browse, and share. Commun. ACM Ben Shneiderman, Benjamin B. Bederson, Steven Mark Drucker
2006	J	`jnl`	Introduction. Commun. ACM Ryen W. White, Bill Kules, Steven Mark Drucker, Monica M. C. Schraefel
2006	A*	`conf`	Summarizing personal web browsing sessions. UIST Mira Dontcheva, Steven Mark Drucker, Geraldine Wade, David Salesin, Michael F. Cohen
2006	J	`jnl`	The cartoon animation filter. ACM Trans. Graph. Jue Wang, Steven Mark Drucker, Maneesh Agrawala, Michael F. Cohen
2005	—	`conf`	Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections. CHI Extended Abstracts David Huynh, Steven Mark Drucker, Patrick Baudisch, Curtis Wong
2004	J	`jnl`	Interactive digital photomontage. ACM Trans. Graph. Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Mark Drucker, Alex Colburn, Brian Curless, David Salesin, Michael F. Cohen
2004	B	`conf`	MediaBrowser: reclaiming the shoebox. AVI Steven Mark Drucker, Curtis Wong, Asta Roseway, Steven Glenner, Steven De Mar
2004	A	`conf`	Toward universal mobile interaction for shared displays. CSCW Tim Paek, Maneesh Agrawala, Sumit Basu, Steven Mark Drucker, Trausti T. Kristjansson, Ron Logan, Kentaro Toyama, Andy D. Wilson
2002	A*	`conf`	MyLifeBits: fulfilling the Memex vision. ACM Multimedia Jim Gemmell, Gordon Bell, Roger Lueder, Steven Mark Drucker, Curtis Wong
2002	A*	`conf`	SmartSkip: consumer level browsing and skipping of digital video content. CHI Steven Mark Drucker, Asta Glatzer, Steven De Mar, Curtis Wong
2000	A*	`conf`	The effect of communication modality on cooperation in online environments. CHI Carlos Jensen, Shelly Farnham, Steven Mark Drucker, Peter Kollock
2000	A*	`conf`	The social life of small graphical chat spaces. CHI Marc A. Smith, Shelly Farnham, Steven Mark Drucker
1999	A*	`conf`	Alternative Interfaces for Chat. ACM Symposium on User Interface Software and Technology David Vronay, Marc A. Smith, Steven Mark Drucker
1999	—	`conf`	Counting on community in cyberspace. CHI Extended Abstracts Marc A. Smith, Steven Mark Drucker, Robert E. Kraut, Barry Wellman
1998	—	`conf`	The Architecture of a Distributed Virtual Worlds System. COOTS Manny Vellon, Kirk Marple, Don Mitchell, Steven Mark Drucker
1995	—	`conf`	CamDroid: A System for Implementing Intelligent Camera Control. SI3D Steven Mark Drucker, David Zeltzer
1992	—	`conf`	CINEMA: A System for Procedural Camera Movements. SI3D Steven Mark Drucker, Tinsley A. Galyean, David Zeltzer
1989	A*	`conf`	Task-level robot learning: juggling a tennis ball more accurately. ICRA Eric W. Aboaf, Steven Mark Drucker, Christopher G. Atkeson
1988	J	`jnl`	Intermedia: The Concept and the Construction of a Seamless Information Environment. Computer Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Mark Drucker
1987	A*	`conf`	Performance analysis of a tactile sensor. ICRA David M. Siegel, Steven Mark Drucker, Iñaki Garabieta