Representing, Exploiting, and Extracting Metadata using Metadata++. - Mathew Weaver; Bill Howe; Lois M. L. Delcambre; Timothy Tolle; David Maier 001 (DG.O, 2002)

The Forest Portal: A Multidisciplinary Project. - Marianne Koch; Lois M. L. Delcambre; Patricia Toccalino; Eric Landis; Fred Phillips; Timothy Tolle; Len Shapiro; Nicole Steckler; David Maier 001; Mathew Weaver; Shawn Bowers; Balbinder Banga; et al. (DG.O, 2003)

Emergent Semantics: Towards Self-Organizing Scientific Metadata.. - Bill Howe; Kuldeep Tanna; Paul J. Turner; David Maier 001 (ICSNW, 2004)

Logical and Physical Data Independence for Native Scientific Data Repositories. - Bill Howe; David Maier 001 (IEEE Data Eng. Bull., 2004)

Querying and Visualizing Gridded Datasets for e-Science. - Bill Howe; David Maier 001 (ICDE, 2005)

Retrofitting a Data Model to Existing Environmental Data. - Bill Howe; David Maier 001 (SSDBM, 2005)

Algebraic manipulation of scientific datasets. - Bill Howe; David Maier 001 (VLDB J., 2005)

Managing the Forecast Factory. - Laura Bright; David Maier 001; Bill Howe (ICDE Workshops, 2006)

Smoothing the ROI Curve for Scientific Data Management Applications. - Bill Howe; David Maier 001; Laura Bright (CIDR, 2007)

Scientific Mashups: Runtime-Configurable Data Product Ensembles. - Harrison Green-Fishback; Bill Howe (eScience, 2008)

End-to-End eScience: Integrating Workflow, Query, Visualization, and Provenance at an Ocean Observatory. - Bill Howe; Peter Lawson; Renee Bellinger; Erik W. Anderson; Emanuele Santos; Juliana Freire; Carlos Eduardo Scheidegger; António M. Baptista; Cláudio T. Silva (eScience, 2008)

Quarrying dataspaces: Schemaless profiling of unfamiliar information sources. - Bill Howe; David Maier 001; Nicolas Rayner; James Rucker (ICDE Workshops, 2008)

Scientific Exploration in the Era of Ocean Observatories. - António M. Baptista; Bill Howe; Juliana Freire; David Maier 001; Cláudio T. Silva (Comput. Sci. Eng., 2008)

Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help? - Sarah Loebman; Dylan Nunley; YongChul Kwon; Bill Howe; Magdalena Balazinska; Jeffrey P. Gardner (CLUSTER, 2009)

Embracing Uncertainty in Large-Scale Computational Astrophysics. - Dan Suciu; Andrew J. Connolly; Bill Howe (MUD, 2009)

Scientific Mashups: Runtime-Configurable Data Product Ensembles. - Bill Howe; Harrison Green-Fishback; David Maier 001 (SSDBM, 2009)

Skew-resistant parallel processing of feature-extracting scientific user-defined functions. - YongChul Kwon; Magdalena Balazinska; Bill Howe; Jerome A. Rolia (SoCC, 2010)

COVE: A Visual Environment for Multidisciplinary Ocean Science Collaboration. - Keith Grochow; Mark Stoermer; James Fogarty; Charlotte Lee; Bill Howe; Edward D. Lazowska (eScience, 2010)

Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences. - Keith Grochow; Bill Howe; Mark Stoermer; Roger S. Barga; Edward D. Lazowska (SSDBM, 2010)

Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster. - YongChul Kwon; Dylan Nunley; Jeffrey P. Gardner; Magdalena Balazinska; Bill Howe; Sarah Loebman (SSDBM, 2010)

Astronomy in the Cloud: Using MapReduce for Image Coaddition - Keith Wiley; Andrew J. Connolly; Jeffrey P. Gardner; K. Simon Krughoff; Magdalena Balazinska; Bill Howe; YongChul Kwon; Yingyi Bu (CoRR, 2010)

HaLoop: Efficient Iterative Data Processing on Large Clusters. - Yingyi Bu; Bill Howe; Magdalena Balazinska; Michael D. Ernst (Proc. VLDB Endow., 2010)

Parallel visualization on large clusters using MapReduce. - Huy T. Vo; Jonathan Bronson; Brian Summa; João Luiz Dihl Comba; Juliana Freire; Bill Howe; Valerio Pascucci; Cláudio T. Silva (LDAV, 2011)

Automatic example queries for ad hoc databases. - Bill Howe; Garrett Cole; Nodira Khoussainova; Leilani Battle (SIGMOD Conference, 2011)

Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models. - Yusra AlSayyad; K. Simon Krughoff; Bill Howe; Andrew J. Connolly; Magdalena Balazinska; Lynne Jones (SSDBM, 2011)

Database-as-a-Service for Long-Tail Science. - Bill Howe; Garrett Cole; Emad Soroush; Paraschos Koutris; Alicia Key; Nodira Khoussainova; Leilani Battle (SSDBM, 2011)

Data Markets in the Cloud: An Opportunity for the Database Community. - Magdalena Balazinska; Bill Howe; Dan Suciu (Proc. VLDB Endow., 2011)

VizDeck: a card game metaphor for fast visual data exploration. - Bill Howe; Alicia Key; Daniel Perry 001; Cecilia R. Aragon (CHI Extended Abstracts, 2012)

Designing good algorithms for MapReduce and beyond. - Foto N. Afrati; Magdalena Balazinska; Anish Das Sarma; Bill Howe; Semih Salihoglu; Jeffrey D. Ullman (SoCC, 2012)

Optimizing Large-Scale Semi-Naïve Datalog Evaluation in Hadoop. - Marianne Shaw; Paraschos Koutris; Bill Howe; Dan Suciu (Datalog, 2012)

Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. - Kai Ren 001; Garth Gibson; YongChul Kwon; Magdalena Balazinska; Bill Howe (SC Companion, 2012)

Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. - Kai Ren 001; Garth Gibson; YongChul Kwon; Magdalena Balazinska; Bill Howe (SC Companion, 2012)

VizDeck: self-organizing dashboards for visual analytics. - Alicia Key; Bill Howe; Daniel Perry 001; Cecilia R. Aragon (SIGMOD Conference, 2012)

SkewTune: mitigating skew in mapreduce applications. - YongChul Kwon; Magdalena Balazinska; Bill Howe; Jerome A. Rolia (SIGMOD Conference, 2012)

Virtual Appliances, Cloud Computing, and Reproducible Research. - Bill Howe (Comput. Sci. Eng., 2012)

Advancing Declarative Query in the Long Tail of Science. - Bill Howe; Daniel Halperin (IEEE Data Eng. Bull., 2012)

QueryMarket Demonstration: Pricing for Online Data Markets. - Paraschos Koutris; Prasang Upadhyaya; Magdalena Balazinska; Bill Howe; Dan Suciu (Proc. VLDB Endow., 2012)

SkewTune in Action: Mitigating Skew in MapReduce Applications. - YongChul Kwon; Magdalena Balazinska; Bill Howe; Jerome A. Rolia (Proc. VLDB Endow., 2012)

The HaLoop approach to large-scale iterative data analysis. - Yingyi Bu; Bill Howe; Magdalena Balazinska; Michael D. Ernst (VLDB J., 2012)

A Discussion on Pricing Relational Data. - Magdalena Balazinska; Bill Howe; Paraschos Koutris; Dan Suciu; Prasang Upadhyaya (In Search of Elegance in the Theory and Practice of Computation, 2013)

Stop That Query! The Need for Managing Data Use. - Prasang Upadhyaya; Nick R. Anderson 001; Magdalena Balazinska; Bill Howe; Raghav Kaushik; Ravishankar Ramamurthy; Dan Suciu (CIDR, 2013)

Scalable Flow-Based Community Detection for Large-Scale Network Analysis. - Seung-Hee Bae; Daniel Halperin; Jevin D. West; Martin Rosvall; Bill Howe (ICDM Workshops, 2013)

Massive scale cyber traffic analysis: a driver for graph database research. - Cliff A. Joslyn; Sutanay Choudhury; David Haglin; Bill Howe; Bill Nickless; Bryan Olsen (GRADES, 2013)

Toward practical query pricing with QueryMarket. - Paraschos Koutris; Prasang Upadhyaya; Magdalena Balazinska; Bill Howe; Dan Suciu (SIGMOD Conference, 2013)

The power of data use management in action. - Prasang Upadhyaya; Nick R. Anderson 001; Magdalena Balazinska; Bill Howe; Raghav Kaushik; Ravishankar Ramamurthy; Dan Suciu (SIGMOD Conference, 2013)

Education and career paths for data scientists. - Magdalena Balazinska; Susan B. Davidson; Bill Howe; Alexandros Labrinidis (SSDBM, 2013)

Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanography. - Daniel Halperin; Francois Ribalet; Konstantin Weitz; Mak A. Saito; Bill Howe; E. Virginia Armbrust (SSDBM, 2013)

Compiled Plans for In-Memory Path-Counting Queries. - Brandon Myers; Jeremy Hyrkas; Daniel Halperin; Bill Howe (IMDM@VLDB, 2013)

Collaborative Science Workflows in SQL. - Bill Howe; Daniel Halperin; Francois Ribalet; Sagar Chitnis; E. Virginia Armbrust (Comput. Sci. Eng., 2013)

Managing Skew in Hadoop. - YongChul Kwon; Kai Ren 001; Magdalena Balazinska; Bill Howe (IEEE Data Eng. Bull., 2013)

Experience teaching a massive open online course (MOOC). - Bill Howe (J. Comput. Sci. Coll., 2013)

Hadoop's Adolescence. - Kai Ren 001; YongChul Kwon; Magdalena Balazinska; Bill Howe (Proc. VLDB Endow., 2013)

Demonstration of the Myria big data management service. - Daniel Halperin; Victor Teixeira de Almeida; Lee Lee Choo; Shumo Chu; Paraschos Koutris; Dominik Moritz; Jennifer Ortiz; Vaspol Ruamviboonsuk; Jingjing Wang 008; Andrew Whitaker; Shengliang Xu; Magdalena Balazinska; et al. (SIGMOD Conference, 2014)

Should we all be teaching "intro to data science" instead of "intro to databases"? - Bill Howe; Michael J. Franklin; Juliana Freire; James Frew; Tim Kraska; Raghu Ramakrishnan 001 (SIGMOD Conference, 2014)

Helping scientists reconnect their datasets. - Abdussalam Alawini; David Maier 001; Kristin Tufte; Bill Howe (SSDBM, 2014)

The database group at the University of Washington. - Magdalena Balazinska; Bill Howe; Dan Suciu (SIGMOD Rec., 2014)

Time-Varying Clusters in Large-Scale Flow Cytometry. - Jeremy Hyrkas; Daniel Halperin; Bill Howe (AAAI, 2015)

Big Data Science Needs Big Data Middleware. - Bill Howe (CIDR, 2015)

Dismantling Composite Visualizations in the Scientific Literature. - Po-Shen Lee; Bill Howe (ICPRAM (2), 2015)

Detecting and Dismantling Composite Visualizations in the Scientific Literature. - Po-Shen Lee; Bill Howe (ICPRAM (Selected Papers), 2015)

GossipMap: a distributed community detection algorithm for billion-edge directed graphs. - Seung-Hee Bae; Bill Howe (SC, 2015)

Towards automated prediction of relationships among scientific datasets. - Abdussalam Alawini; David Maier 001; Kristin Tufte; Bill Howe; Rashmi Nandikur (SSDBM, 2015)

Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria. - Ryan Maas; Jeremy Hyrkas; Olivia Grace Telford; Magdalena Balazinska; Andrew J. Connolly; Bill Howe (IMDM@VLDB, 2015)

Perfopticon: Visual Query Analysis for Distributed Databases. - Dominik Moritz; Daniel Halperin; Bill Howe; Jeffrey Heer (Comput. Graph. Forum, 2015)

Query-Based Data Pricing. - Paraschos Koutris; Prasang Upadhyaya; Magdalena Balazinska; Bill Howe; Dan Suciu (J. ACM, 2015)

A Demonstration of the BigDAWG Polystore System. - Aaron J. Elmore; Jennie Duggan; Mike Stonebraker; Magdalena Balazinska; Ugur Çetintemel; Vijay Gadepally; Jeffrey Heer; Bill Howe; Jeremy Kepner; Tim Kraska; Samuel Madden 001; David Maier 001; et al. (Proc. VLDB Endow., 2015)

The BigDAWG Polystore System. - Jennie Duggan; Aaron J. Elmore; Michael Stonebraker; Magdalena Balazinska; Bill Howe; Jeremy Kepner; Sam Madden 001; David Maier 001; Tim Mattson; Stanley B. Zdonik (SIGMOD Rec., 2015)

From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database. - Dylan Hutchison; Jeremy Kepner; Vijay Gadepally; Bill Howe (HPEC, 2016)

High variety cloud databases. - Shrainik Jain; Dominik Moritz; Bill Howe (ICDE Workshops, 2016)

MusicDB: A Platform for Longitudinal Music Analytics. - Jeremy Hyrkas; Bill Howe (ISMIR, 2016)

SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment. - Shrainik Jain; Dominik Moritz; Daniel Halperin; Bill Howe; Ed Lazowska (SIGMOD Conference, 2016)

Towards a general-purpose query language for visualization recommendation. - Kanit Wongsuphasawat; Dominik Moritz; Anushka Anand; Jock D. Mackinlay; Bill Howe; Jeffrey Heer (HILDA@SIGMOD, 2016)

VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data. - Po-Shen Lee; Jevin D. West; Bill Howe (WWW (Companion Volume), 2016)

Scalable clustering algorithms for continuous environmental flow cytometry. - Jeremy Hyrkas; Sophie Clayton; Francois Ribalet; Daniel Halperin; E. Virginia Armbrust; Bill Howe (Bioinform., 2016)

Lara: A Key-Value Algebra underlying Arrays and Relations. - Dylan Hutchison; Bill Howe; Dan Suciu (CoRR, 2016)

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations. - Kanit Wongsuphasawat; Dominik Moritz; Anushka Anand; Jock D. Mackinlay; Bill Howe; Jeffrey Heer (IEEE Trans. Vis. Comput. Graph., 2016)

Voyager 2: Augmenting Visual Analysis with Partial View Specifications. - Kanit Wongsuphasawat; Zening Qu; Dominik Moritz; Riley Chang; Felix Ouk; Anushka Anand; Jock D. Mackinlay; Bill Howe; Jeffrey Heer (CHI, 2017)

The Myria Big Data Management and Analytics System and Cloud Services. - Jingjing Wang 008; Tobin Baker; Magdalena Balazinska; Daniel Halperin; Brandon Haynes; Bill Howe; Dylan Hutchison; Shrainik Jain; Ryan Maas; Parmita Mehta; Dominik Moritz; Brandon Myers; et al. (CIDR, 2017)

Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries. - Emily Furst; Mark Oskin; Bill Howe (DaMoN, 2017)

PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms. - Po-Shen Lee; Sean T. Yang; Jevin D. West; Bill Howe (ICDAR, 2017)

Data Science Education: We're Missing the Boat, Again. - Bill Howe; Michael J. Franklin; Laura M. Haas; Tim Kraska; Jeffrey D. Ullman (ICDE, 2017)

LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. - Dylan Hutchison; Bill Howe; Dan Suciu (BeyondMR@SIGMOD, 2017)

DataSynthesizer: Privacy-Preserving Synthetic Datasets. - Haoyue Ping; Julia Stoyanovich; Bill Howe (SSDBM, 2017)

Fides: Towards a Platform for Responsible Data Science. - Julia Stoyanovich; Bill Howe; Serge Abiteboul; Gerome Miklau; Arnaud Sahuguet; Gerhard Weikum (SSDBM, 2017)

Deep Mapping of the Visual Literature. - Bill Howe; Po-Shen Lee; Maxim Grechkin; Sean T. Yang; Jevin D. West (WWW (Companion Volume), 2017)

EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. - Maxim Grechkin; Hoifung Poon; Bill Howe (CoRR, 2017)

Synthetic Data for Social Good. - Bill Howe; Julia Stoyanovich; Haoyue Ping; Bernease Herman; Matt Gee (CoRR, 2017)

Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis. - Seung-Hee Bae; Daniel Halperin; Jevin D. West; Martin Rosvall; Bill Howe (ACM Trans. Knowl. Discov. Data, 2017)

EZLearn: Exploiting Organic Supervision in Automated Data Annotation. - Maxim Grechkin; Hoifung Poon; Bill Howe (IJCAI, 2018)

Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management. - Julia Stoyanovich; Bill Howe; H. V. Jagadish (SIGMOD Conference, 2018)

A Nutritional Label for Rankings. - Ke Yang 003; Julia Stoyanovich; Abolfazl Asudeh; Bill Howe; H. V. Jagadish; Gerome Miklau (SIGMOD Conference, 2018)

MobilityMirror: Bias-Adjusted Transportation Datasets. - Luke Rodriguez; Babak Salimi; Haoyue Ping; Julia Stoyanovich; Bill Howe (BiDU@VLDB, 2018)

Query2Vec: NLP Meets Databases for Generalized Workload Analytics. - Shrainik Jain; Bill Howe (CoRR, 2018)

Privacy-Preserving Synthetic Datasets Over Weakly Constrained Domains. - Luke Rodriguez; Bill Howe (CoRR, 2018)

The principles of tomorrow's university. - Daniel S. Katz; Gabrielle Allen; Lorena A. Barba; Devin R. Berg; Holly Bik; Carl Boettiger; Christine L. Borgman; C. Titus Brown; Stuart Buck; Randy Burd; Anita de Waard; Martin Paul Eve; et al. (F1000Research, 2018)

Panel: A Debate on Data and Algorithmic Ethics. - Julia Stoyanovich; Bill Howe; H. V. Jagadish; Gerome Miklau (Proc. VLDB Endow., 2018)

Viziometrics: Analyzing Visual Information in the Scientific Literature. - Po-Shen Lee; Jevin D. West; Bill Howe (IEEE Trans. Big Data, 2018)

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. - Dominik Moritz; Bill Howe; Jeffrey Heer (CHI, 2019)

Database-Agnostic Workload Management. - Shrainik Jain; Jiaqi Yan; Thierry Cruanes; Bill Howe (CIDR, 2019)

MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. - Chenkai Sun; Abolfazl Asudeh; H. V. Jagadish; Bill Howe; Julia Stoyanovich (CIKM, 2019)

Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing. - Meg Young; Luke Rodriguez; Emily Keller; Feiyang Sun; Boyang Sa; Jan Whittington; Bill Howe (FAT, 2019)

FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems. - An Yan 001; Bill Howe (SIGSPATIAL/GIS, 2019)

Identifying the Central Figure of a Scientific Paper. - Sean T. Yang; Po-Shen Lee; Lia Kazakova; Abhishek Joshi; Bum Mook Oh; Jevin D. West; Bill Howe (ICDAR, 2019)

Interventional Fairness: Causal Database Repair for Algorithmic Fairness. - Babak Salimi; Luke Rodriguez; Bill Howe; Dan Suciu (SIGMOD Conference, 2019)

GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections. - Sean T. Yang; Luke Rodriguez; Jevin D. West; Bill Howe (WWW, 2019)

MultiDEC: Multi-Modal Clustering of Image-Caption Pairs. - Sean T. Yang; Kuan-Hao Huang; Bill Howe (CoRR, 2019)

Capuchin: Causal Database Repair for Algorithmic Fairness. - Babak Salimi; Luke Rodriguez; Bill Howe; Dan Suciu (CoRR, 2019)

In Defense of Synthetic Data. - Luke Rodriguez; Bill Howe (CoRR, 2019)

Delineating Knowledge Domains in the Scientific Literature Using Visual Information. - Sean T. Yang; Po-Shen Lee; Jevin D. West; Bill Howe (CoRR, 2019)

Data Management for Causal Algorithmic Fairness. - Babak Salimi; Bill Howe; Dan Suciu (IEEE Data Eng. Bull., 2019)

Nutritional Labels for Data and Models. - Julia Stoyanovich; Bill Howe (IEEE Data Eng. Bull., 2019)

Fairness in Practice: A Survey on Equity in Urban Mobility. - An Yan 001; Bill Howe (IEEE Data Eng. Bull., 2019)

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. - Dominik Moritz; Chenglong Wang; Greg L. Nelson; Halden Lin; Adam M. Smith 001; Bill Howe; Jeffrey Heer (IEEE Trans. Vis. Comput. Graph., 2019)

Fairness-Aware Demand Prediction for New Mobility. - An Yan 001; Bill Howe (AAAI, 2020)

JECL: Joint Embedding and Cluster Learning for Image-Text Pairs. - Sean T. Yang; Kuan-Hao Huang; Bill Howe (ICPR, 2020)

Responsible Data Management. - Julia Stoyanovich; Bill Howe; H. V. Jagadish (Proc. VLDB Endow., 2020)

SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra. - Yisu Remy Wang; Shana Hutchison; Dan Suciu; Bill Howe; Jonathan Leang (Proc. VLDB Endow., 2020)

Advice from SIGMOD/PODS 2020. - David Maier 001; Rachel Pottinger; AnHai Doan; Eduard C. Dragut; Bill Howe; Joanne Lateulere; John Lateulere; Mostafa Milani; Tilmann Rabl; Dan Suciu; Yufei Tao 001; Wang-Chiew Tan; et al. (SIGMOD Rec., 2020)

Database Repair Meets Algorithmic Fairness. - Babak Salimi; Bill Howe; Dan Suciu (SIGMOD Rec., 2020)

EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data. - An Yan 001; Bill Howe (SIGMOD Conference, 2021)

COVID-19 Brings Data Equity Challenges to the Fore. - H. V. Jagadish; Julia Stoyanovich; Bill Howe (Digit. Gov. Res. Pract., 2021)

Technical Perspective: From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight. - Bill Howe (SIGMOD Rec., 2021)

Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification. - Sean Yang; Bernease Herman; Bill Howe (NeurIPS, 2022)

Surj: Ontological Learning for Fast, Accurate, and Robust Hierarchical Multi-label Classification. - Sean T. Yang; Bill Howe (WWW (Companion Volume), 2022)

Technical perspective: Visualization search: from sketching to natural language. - Bill Howe (Commun. ACM, 2022)

Responsible data management. - Julia Stoyanovich; Serge Abiteboul; Bill Howe; H. V. Jagadish; Sebastian Schelter (Commun. ACM, 2022)

Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. - Lucas Rosenblatt; Anastasia Holovenko; Taras Rumezhak; Andrii Stadnik; Bernease Herman; Julia Stoyanovich; Bill Howe (CoRR, 2022)

The Many Facets of Data Equity. - H. V. Jagadish; Julia Stoyanovich; Bill Howe (ACM J. Data Inf. Qual., 2022)

Technical Perspective: Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds? - Bill Howe (SIGMOD Rec., 2022)

AI is Reducing to Data Curation (Abstract). - Bill Howe (AMW, 2023)

Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias. - Robert Wolfe; Yiwei Yang 009; Bill Howe; Aylin Caliskan (FAccT, 2023)

Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking. - Bin Han 011; Bill Howe (CoRR, 2023)

Urban Spatiotemporal Data Synthesis via Neural Disaggregation. - Bin Han 011; Bill Howe (CoRR, 2023)

Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology. - Lucas Rosenblatt; Bin Han 011; Erin Posthumus; Theresa Crimmins; Bill Howe (CoRR, 2023)

InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models. - Bingbing Wen; Zhengyuan Yang; Jianfeng Wang; Zhe Gan; Bill Howe; Lijuan Wang (CoRR, 2023)

Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study. - Robert Wolfe; Aayushi Dangol; Bill Howe; Alexis Hiniker (AIES (1), 2024)

Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI. - Robert Wolfe; Aayushi Dangol; Alexis Hiniker; Bill Howe (AIES (1), 2024)

ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science. - Robert Wolfe; Alexis Hiniker; Bill Howe (AIES (1), 2024)

Label-Efficient Group Robustness via Out-of-Distribution Concept Curation. - Yiwei Yang 009; Anthony Z. Liu; Robert Wolfe; Aylin Caliskan; Bill Howe (CVPR, 2024)

Characterizing LLM Abstention Behavior in Science QA with Context Perturbations. - Bingbing Wen; Bill Howe; Lucy Lu Wang (EMNLP (Findings), 2024)

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings. - Robert Wolfe; Isaac Slaughter; Bin Han 011; Bingbing Wen; Yiwei Yang 009; Lucas Rosenblatt; Bernease Herman; Eva Maxfield Brown; Zening Qu; Nic Weber; Bill Howe (FAccT, 2024)

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models. - Bin Han 011; Yiwei Yang 009; Anat Caspi; Bill Howe (SIGSPATIAL/GIS, 2024)

SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation. - Bin Han 011; Bill Howe (SIGSPATIAL/GIS, 2024)

Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness. - Yiwei Yang 009; Bill Howe (HICSS, 2024)

Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning. - Bin Han 011; Bill Howe (HICSS, 2024)

PathwayBench: Assessing Routability of Pedestrian Pathway Networks Inferred from Multi-City Imagery. - Yuxiang Zhang; Bill Howe; Sachin Mehta; Nicholas Bolten; Anat Caspi (CoRR, 2024)

The Art of Refusal: A Survey of Abstention in Large Language Models. - Bingbing Wen; Jihan Yao; Shangbin Feng; Chenjun Xu; Yulia Tsvetkov; Bill Howe; Lucy Lu Wang (CoRR, 2024)

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper). - Bin Han 011; Yiwei Yang 009; Anat Caspi; Bill Howe (CoRR, 2024)

Reliable, Routable, and Reproducible: Collection of Pedestrian Pathways at Statewide Scale. - Yuxiang Zhang; Bill Howe; Anat Caspi (CoRR, 2024)

Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives. - Lucas Rosenblatt; Bill Howe; Julia Stoyanovich (CoRR, 2024)

Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. - Lucas Rosenblatt; Bernease Herman; Anastasia Holovenko; Wonkwon Lee; Joshua R. Loftus; Elizabeth McKinnie; Taras Rumezhak; Andrii Stadnik; Bill Howe; Julia Stoyanovich (SIGMOD Rec., 2024)

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs. - Chenjun Xu; Bingbing Wen; Bin Han 011; Robert Wolfe; Lucy Lu Wang; Bill Howe (ACL (Findings), 2025)

Know Your Limits: A Survey of Abstention in Large Language Models. - Bingbing Wen; Jihan Yao; Shangbin Feng; Chenjun Xu; Yulia Tsvetkov; Bill Howe; Lucy Lu Wang (Trans. Assoc. Comput. Linguistics, 2025)

Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery. - Nicholas Clark; Hua Shen; Bill Howe; Tanushree Mitra (CoRR, 2025)

Fragments to Facts: Partial-Information Fragment Inference from LLMs. - Lucas Rosenblatt; Bin Han 011; Robert Wolfe; Bill Howe (CoRR, 2025)

Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations? - Yiwei Yang 009; Chung Peng Lee; Shangbin Feng; Dora Zhao; Bingbing Wen; Anthony Z. Liu; Yulia Tsvetkov; Bill Howe (CoRR, 2025)

Can Large Language Models Integrate Spatial Data? Empirical Insights into Reasoning Strengths and Computational Weaknesses. - Bin Han 011; Robert Wolfe; Anat Caspi; Bill Howe (CoRR, 2025)

Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective. - Sarah Tran; Hongfan Lu; Isaac Slaughter; Bernease Herman; Aayushi Dangol; Yue Fu; Lufei Chen; Biniyam Gebreyohannes; Bill Howe; Alexis Hiniker; Nicholas M. Weber; Robert Wolfe (CoRR, 2025)