Icon abacus: positional display of document attributes. - Eric A. Bier; Adam Perer (JCDL, 2005)

Icon Abacus and Ghost Icons. - Eric A. Bier; Adam Perer (Bull. IEEE Tech. Comm. Digit. Libr., 2005)

Contrasting portraits of email practices: visual approaches to reflection and analysis. - Adam Perer; Marc A. Smith (AVI, 2006)

Making sense of social networks. - Adam Perer (CHI Extended Abstracts, 2006)

Using rhythms of relationships to understand e-mail archives. - Adam Perer; Ben Shneiderman; Douglas W. Oard (J. Assoc. Inf. Sci. Technol., 2006)

Balancing Systematic and Flexible Exploration of Social Networks. - Adam Perer; Ben Shneiderman (IEEE Trans. Vis. Comput. Graph., 2006)

BELIV'08: Beyond time and errors: novel evaluation methods for information visualization. - Enrico Bertini; Adam Perer; Catherine Plaisant; Giuseppe Santucci (CHI Extended Abstracts, 2008)

Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis. - Adam Perer; Ben Shneiderman (CHI, 2008)

Using SocialAction to uncover structure in social networks over time. - Adam Perer (IEEE VAST, 2008)

Systematic yet flexible discovery: guiding domain experts through exploratory data analysis. - Adam Perer; Ben Shneiderman (IUI, 2008)

Integrating Statistics and Visualization to Improve Exploratory Social Network Analysis. - Adam Perer (2008)

Analyzing (social media) networks with NodeXL. - Marc A. Smith; Ben Shneiderman; Natasa Milic-Frayling; Eduarda Mendes Rodrigues; Vladimir Barash; Cody Dunne; Tony Capone; Adam Perer; Eric Gleave (C&T, 2009)

Integrating Statistics and Visualization for Exploratory Power: From Long-Term Case Studies to Design Guidelines. - Adam Perer; Ben Shneiderman (IEEE Computer Graphics and Applications, 2009)

"Search, Show Context, Expand on Demand": Supporting Large Graph Exploration with Degree-of-Interest. - Frank van Ham; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2009)

Finding Beautiful Insights in the Chaos of Social Network Visualization. - Adam Perer (Beautiful Visualization, 2010)

BELIV'10: beyond time and errors novel evaluation methods for information visualization. - Enrico Bertini; Heidi Lam; Adam Perer (CHI Extended Abstracts, 2010)

Same places, same things, same people?: mining user similarity on social media. - Ido Guy; Michal Jacovi; Adam Perer; Inbal Ronen; Erel Uziel (CSCW, 2010)

Guess who?: enriching the social graph through a crowdsourcing game. - Ido Guy; Adam Perer; Tal Daniel; Ohad Greenshpan; Itai Turbahn (CHI, 2011)

Do you want to know?: recommending strangers in the enterprise. - Ido Guy; Sigalit Ur; Inbal Ronen; Adam Perer; Michal Jacovi (CSCW, 2011)

Digital Traces of Interest: Deriving Interest Relationships from Social Media Interactions. - Michal Jacovi; Ido Guy; Inbal Ronen; Adam Perer; Erel Uziel; Michael Maslenko (ECSCW, 2011)

Unearthing People from the SaND: Relationship Discovery with Social Media in the Enterprise. - Adam Perer; Ido Guy; Erel Uziel; Inbal Ronen; Michal Jacovi (ICWSM, 2011)

Visual social network analytics for relationship discovery in the enterprise. - Adam Perer; Ido Guy; Erel Uziel; Inbal Ronen; Michal Jacovi (IEEE VAST, 2011)

Summaries: A special issue on Evaluation for Information Visualization. - Enrico Bertini; Heidi Lam; Adam Perer (Inf. Vis., 2011)

Visual Analytics in Healthcare. - Adam Perer; David Gotz; Ben Shneiderman; Yuval Shahar; Jeffrey Heer (AMIA, 2012)

MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression. - Adam Perer; Jimeng Sun 001 (AMIA, 2012)

Diversity among enterprise online communities: collaborating, teaming, and innovating through social media. - Michael J. Muller; Kate Ehrlich; Tara Matthews; Adam Perer; Inbal Ronen; Ido Guy (CHI, 2012)

SaNDVis: visual social network analytics for the enterprise. - Adam Perer; Ido Guy (CSCW (Companion), 2012)

Data-driven exploration of care plans for patients. - Adam Perer; David Gotz (CHI Extended Abstracts, 2013)

The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise. - Adam Perer; Ido Guy; Erel Uziel; Inbal Ronen; Michal Jacovi (IEEE Trans. Vis. Comput. Graph., 2013)

Frequence: interactive mining and visualization of temporal frequent event sequences. - Adam Perer; Fei Wang 001 (IUI, 2014)

Care Pathway Workbench: Evidence Harmonization from Guideline and Data. - Yiqin Yu; Haifeng Liu 005; Jing Li; Xiang Li 013; Jing Mei; Guotong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2014)

Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks. - Jeffrey Heer; Adam Perer (Inf. Vis., 2014)

Predicting changes in hypertension control using electronic health records from a chronic disease management program. - Jimeng Sun 001; Candace D. McNaughton; Ping Zhang 016; Adam Perer; Aris Gkoulalas-Divanis; Joshua C. Denny; Jacqueline Kirby; Thomas A. Lasko; Alexander Saip; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2014)

A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. - David Gotz; Fei Wang 001; Adam Perer (J. Biomed. Informatics, 2014)

INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data. - Josua Krause; Adam Perer; Enrico Bertini (IEEE Trans. Vis. Comput. Graph., 2014)

Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics. - Charles D. Stolper; Adam Perer; David Gotz (IEEE Trans. Vis. Comput. Graph., 2014)

Towards Cognitive Automation of Data Science. - Alain Biem; Maria Butrico; Mark Feblowitz; Tim Klinger; Yuri Malitsky; Kenney Ng; Adam Perer; Chandra Reddy; Anton Riabov; Horst Samulowitz; Daby M. Sow; Gerald Tesauro; et al. (AAAI, 2015)

Synthesizing Analytic Evidence to Refine Care Pathways. - Haifeng Liu 005; Xiang Li 013; Yiqin Yu; Jing Mei; Guo Tong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2015)

Iterative cohort analysis and exploration. - Zhiyuan Zhang 006; David Gotz; Adam Perer (Inf. Vis., 2015)

Mining and exploring care pathways from electronic medical records with visual analytics. - Adam Perer; Fei Wang 001; Jianying Hu (J. Biomed. Informatics, 2015)

Workshop on Visual Analytics in Healthcare. - Jesus Caban; Adam Perer; Uba Backonja; Jeremy L. Warner; Shira Fischer (AMIA, 2016)

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models. - Josua Krause; Adam Perer; Kenney Ng (CHI, 2016)

Using Visual Analytics to Interpret Predictive Machine Learning Models. - Josua Krause; Adam Perer; Enrico Bertini (CoRR, 2016)

Supporting Iterative Cohort Construction with Visual Temporal Queries. - Josua Krause; Adam Perer; Harry Stavropoulos (IEEE Trans. Vis. Comput. Graph., 2016)

Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus. - Fan Du; Ben Shneiderman; Catherine Plaisant; Sana Malik; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2017)

Debugging Sequence-to-Sequence Models with Seq2Seq-Vis. - Hendrik Strobelt; Sebastian Gehrmann; Michael Behrisch 001; Adam Perer; Hanspeter Pfister; Alexander M. Rush (BlackboxNLP@EMNLP, 2018)

Clustervision: Visual Supervision of Unsupervised Clustering. - Bum Chul Kwon; Ben Eysenbach; Janu Verma; Kenney Ng; Christopher deFilippi; Walter F. Stewart; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2018)

SearchLens: composing and capturing complex user interests for exploratory search. - Joseph Chee Chang; Nathan Hahn; Adam Perer; Aniket Kittur (IUI, 2019)

The Human User in Progressive Visual Analytics. - Luana Micallef; Hans-Jörg Schulz; Marco Angelini; Michaël Aupetit 001; Remco Chang; Jörn Kohlhammer; Adam Perer; Giuseppe Santucci (EuroVis (Short Papers), 2019)

Visualization in Data Science. - Adam Perer; Shixia Liu (IEEE Computer Graphics and Applications, 2019)

Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models. - Hendrik Strobelt; Sebastian Gehrmann; Michael Behrisch 001; Adam Perer; Hanspeter Pfister; Alexander M. Rush (IEEE Trans. Vis. Comput. Graph., 2019)

Getting Playful with Explainable AI: Games with a Purpose to Improve Human Understanding of AI. - Laura Beth Fulton; Qian Wang; Jessica Hammer; Ja Young Lee; ZhenDong Yuan; Adam Perer (CHI Extended Abstracts, 2020)

Visualization for Data Scientists: How specific is it? - Beatriz Sousa Santos; Adam Perer (Eurographics (Education Papers), 2020)

Regularizing Black-box Models for Improved Interpretability. - Gregory Plumb; Maruan Al-Shedivat; Ángel Alexander Cabrera; Adam Perer; Eric P. Xing; Ameet Talwalkar (NeurIPS, 2020)

Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance. - Hong Shen 004; Haojian Jin; Ángel Alexander Cabrera; Adam Perer; Haiyi Zhu; Jason I. Hong (Proc. ACM Hum. Comput. Interact., 2020)

Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures. - Dylan Cashman; Adam Perer; Remco Chang; Hendrik Strobelt (IEEE Trans. Vis. Comput. Graph., 2020)

Diachronic Analysis of the Evolution of COVID-19 Scientific Literature. - Denis R. Newman-Griffis; Venkatesh Sivaraman; Adam Perer; Eric Fosler-Lussier; Harry Hochheiser (AMIA, 2021)

VDS'21: Visualization in Data Science. - Claudia Plant; Alvitta Ottley; Liang Gou; Torsten Möller; Adam Perer; Alexander Lex; Junming Shao (KDD, 2021)

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora. - Denis Newman-Griffis; Venkatesh Sivaraman; Adam Perer; Eric Fosler-Lussier; Harry Hochheiser (NAACL-HLT (Demonstrations), 2021)

Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment. - Donghoon Shin; Sachin Grover; Kenneth Holstein; Adam Perer (CoRR, 2021)

Discovering and Validating AI Errors With Crowdsourced Failure Reports. - Ángel Alexander Cabrera; Abraham J. Druck; Jason I. Hong; Adam Perer (Proc. ACM Hum. Comput. Interact., 2021)

"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts. - Anna Kawakami; Venkatesh Sivaraman; Logan Stapleton; Hao Fei Cheng; Adam Perer; Zhiwei Steven Wu; Haiyi Zhu; Kenneth Holstein (Conference on Designing Interactive Systems, 2022)

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions. - Hao Fei Cheng; Logan Stapleton; Anna Kawakami; Venkatesh Sivaraman; Yanghuidi Cheng; Diana Qing; Adam Perer; Kenneth Holstein; Zhiwei Steven Wu; Haiyi Zhu (CHI, 2022)

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support. - Anna Kawakami; Venkatesh Sivaraman; Hao Fei Cheng; Logan Stapleton; Yanghuidi Cheng; Diana Qing; Adam Perer; Zhiwei Steven Wu; Haiyi Zhu; Kenneth Holstein (CHI, 2022)

Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces. - Venkatesh Sivaraman; Yiwei Wu; Adam Perer (IUI, 2022)

Visualization in Data Science VDS @ KDD 2022. - Claudia Plant; Nina C. Hubig; Junming Shao; Alvitta Ottley; Liang Gou; Torsten Möller; Adam Perer; Alexander Lex; Anamaria Crisan (KDD, 2022)

Leveraging Analysis History for Improved In Situ Visualization Recommendation. - Will Epperson; Doris Jung Lin Lee; Leijie Wang; Kunal Agarwal; Aditya G. Parameswaran; Dominik Moritz; Adam Perer (Comput. Graph. Forum, 2022)

"Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains. - Hong Shen 004; Ángel Alexander Cabrera; Adam Perer; Jason I. Hong (CoRR, 2022)

Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions". - Logan Stapleton; Hao Fei Cheng; Anna Kawakami; Venkatesh Sivaraman; Yanghuidi Cheng; Diana Qing; Adam Perer; Kenneth Holstein; Zhiwei Steven Wu; Haiyi Zhu (CoRR, 2022)

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning. - Yuzhe Lu; Adam Perer (CoRR, 2022)

Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning. - Ángel Alexander Cabrera; Erica Fu; Donald Bertucci; Kenneth Holstein; Ameet Talwalkar; Jason I. Hong; Adam Perer (CHI, 2023)

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care. - Venkatesh Sivaraman; Leigh A. Bukowski; Joel Levin; Jeremy M. Kahn; Adam Perer (CHI, 2023)

Shared Interest...Sometimes: Understanding the Alignment between Human Perception, Vision Architectures, and Saliency Map Techniques. - Katelyn Morrison; Ankita Mehra; Adam Perer (CVPR Workshops, 2023)

Combining Degree of Interest Functions and Progressive Visualization. - Marius Hogräfer; Dominik Moritz; Adam Perer; Hans-Jörg Schulz (IEEE VIS (Short Papers), 2023)

Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game with a Purpose. - Katelyn Morrison; Mayank Jain; Jessica Hammer; Adam Perer (Proc. ACM Hum. Comput. Interact., 2023)

What Did My AI Learn? How Data Scientists Make Sense of Model Behavior. - Ángel Alexander Cabrera; Marco Túlio Ribeiro; Bongshin Lee; Robert DeLine; Adam Perer; Steven Mark Drucker (ACM Trans. Comput. Hum. Interact., 2023)

Improving Human-AI Collaboration With Descriptions of AI Behavior. - Ángel Alexander Cabrera; Adam Perer; Jason I. Hong (Proc. ACM Hum. Comput. Interact., 2023)

Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making. - Katelyn Morrison; Donghoon Shin; Kenneth Holstein; Adam Perer (Proc. ACM Hum. Comput. Interact., 2023)

Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit. - Nur Yildirim; Susanna Zlotnikov; Deniz Sayar; Jeremy M. Kahn; Leigh A. Bukowski; Sher Shah Amin; Kathryn A. Riman; Billie S. Davis; John S. Minturn; Andrew J. King; Dan Ricketts; Lu Tang 003; et al. (CHI, 2024)

Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches. - Violet Turri; Katelyn Morrison; Katherine-Marie Robinson; Collin Abidi; Adam Perer; Jodi Forlizzi; Rachel Dzombak (FAccT, 2024)

Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization. - Emily Wall 001; Laura E. Matzen; Mennatallah El-Assady; Peta Masters; Helia Hosseinpour; Alex Endert; Rita Borgo; Polo Chau; Adam Perer; Harald T. Schupp; Hendrik Strobelt; Lace M. K. Padilla (PacificVis, 2024)

Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations. - Venkatesh Sivaraman; Frank Elavsky; Dominik Moritz; Adam Perer (IEEE VIS, 2024)

Guided Statistical Workflows with Interactive Explanations and Assumption Checking. - Yuqi Zhang; Adam Perer; Will Epperson (IEEE VIS, 2024)

How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models. - Unnseo Park; Venkatesh Sivaraman; Adam Perer (CoRR, 2024)

The Impact of Imperfect XAI on Human-AI Decision-Making. - Katelyn Morrison; Philipp Spitzer; Violet Turri; Michelle Feng; Niklas Kühl 001; Adam Perer (Proc. ACM Hum. Comput. Interact., 2024)

Dead or Alive: Continuous Data Profiling for Interactive Data Science. - Will Epperson; Vaishnavi Gorantla; Dominik Moritz; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2024)

MedSyn: Text-Guided Anatomy-Aware Synthesis of High-Fidelity 3-D CT Images. - Yanwu Xu 003; Li Sun 010; Wei Peng 009; Shuyue Jia; Katelyn Morrison; Adam Perer; Afrooz Zandifar; Shyam Visweswaran; Motahhare Eslami; Kayhan Batmanghelich (IEEE Trans. Medical Imaging, 2024)

Vipera: Towards systematic auditing of generative text-to-image models at scale. - Yanwei Huang; Wesley Hanwen Deng; Sijia Xiao; Motahhare Eslami; Jason I. Hong; Adam Perer (CHI Extended Abstracts, 2025)

StructVizor: Interactive Profiling of Semi-Structured Textual Data. - Yanwei Huang; Yan Miao; Di Weng; Adam Perer; Yingcai Wu (CHI, 2025)

Divisi: Interactive Search and Visualization for Scalable Exploratory Subgroup Analysis. - Venkatesh Sivaraman; Zexuan Li; Adam Perer (CHI, 2025)

Tempo: Helping Data Scientists and Domain Experts Collaboratively Specify Predictive Modeling Tasks. - Venkatesh Sivaraman; Anika Vaishampayan; Xiaotong Li; Brian R. Buck; Ziyong Ma; Richard D. Boyce; Adam Perer (CHI, 2025)

Static Algorithm, Evolving Epidemic: Understanding the Potential of Human-AI Risk Assessment to Support Regional Overdose Prevention. - Venkatesh Sivaraman; Yejun Kwak; Courtney Kuza; Qingnan Yang; Kayleigh Adamson; Katie Suda; Lu Tang 003; Walid Gellad; Adam Perer (Proc. ACM Hum. Comput. Interact., 2025)

Preface. - Tamara Munzner; Niklas Elmqvist; Holger Theisel; Matthew Kay 001; Adam Perer; Tatiana von Landesberger; Jiawan Zhang; Christoph Garth; Chaoli Wang 001; Pierre Dragicevic; Daniel F. Keefe; Filip Sadlo; et al. (IEEE Trans. Vis. Comput. Graph., 2025)

Over-Relying on Reliance: Towards Realistic Evaluations of AI-Based Clinical Decision Support. - Venkatesh Sivaraman; Katelyn Morrison; Will Epperson; Adam Perer (CoRR, 2025)

Texture: Structured Exploration of Text Datasets. - Will Epperson; Arpit Mathur; Adam Perer; Dominik Moritz (CoRR, 2025)

Design Patterns of Human-AI Interfaces in Healthcare. - Rui Sheng; Chuhan Shi; Sobhan Lotfi; Shiyi Liu; Adam Perer; Huamin Qu; Furui Cheng (CoRR, 2025)

A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology. - Katelyn Morrison; Arpit Mathur; Aidan Bradshaw; Tom Wartmann; Steven Lundi; Afrooz Zandifar; Weichang Dai; Kayhan Batmanghelich; Motahhare Eslami; Adam Perer (CoRR, 2025)